Stability analysis.nb

(* Content-type: application/vnd.wolfram.mathematica *)

(*** Wolfram Notebook File ***)
(* http://www.wolfram.com/nb *)

(* CreatedBy='Mathematica 11.1' *)

(*CacheID: 234*)
(* Internal cache information:
NotebookFileLineBreakTest
NotebookFileLineBreakTest
NotebookDataPosition[       158,          7]
NotebookDataLength[    685621,      13615]
NotebookOptionsPosition[    682925,      13576]
NotebookOutlinePosition[    683266,      13591]
CellTagsIndexPosition[    683223,      13588]
WindowFrame->Normal*)

(* Beginning of Notebook Content *)
Notebook[{
Cell["", "Item",
 CellChangeTimes->{{3.7340978969723377`*^9, 3.7340978984545307`*^9}, 
   3.7340982223626757`*^9, {3.7341781125962443`*^9, 3.7341781148914714`*^9}, {
   3.766540910692335*^9, 
   3.766540911794035*^9}},ExpressionUUID->"ac457a84-75b8-4976-9c07-\
bec5807a8de4"],

Cell[CellGroupData[{

Cell[BoxData[
 RowBox[{
  RowBox[{"(*", " ", 
   RowBox[{
    RowBox[{
     RowBox[{"Modified", " ", "von"}], "-", 
     RowBox[{"Neumann", " ", "stability", " ", 
      RowBox[{"analysis", " ", "[", 
       RowBox[{"Liu", ",", 
        RowBox[{
         RowBox[{"H", ".", "and"}], " ", "Jiao"}], ",", 
        RowBox[{"X", "."}], ",", " ", 
        RowBox[{"Journal", " ", "of", " ", "Computational", " ", "Physics"}], 
        ",", "314", ",", 
        RowBox[{
         RowBox[{"pp", ".749"}], "-", "773"}], ",", " ", "2016."}], "]"}], 
      " ", "for", " ", "WENO"}], "-", 
     RowBox[{
      RowBox[{"C", " ", "\[IndentingNewLine]", "[", 
       RowBox[{"Shadab", ",", 
        RowBox[{
         RowBox[{"M", ".", "A", ".", " ", "et"}], " ", "al"}], ",", " ", 
        RowBox[{"arXiv", " ", "preprint", " ", 
         RowBox[{"arXiv", ":", "1711.06212"}]}], ",", " ", "2017."}], "]"}], 
      " ", "\[IndentingNewLine]", "  ", 
      RowBox[{"Coder", ":", " ", 
       RowBox[{
       "Mohammad", " ", "Afzal", " ", "Shadab", "\[IndentingNewLine]", 
        "Email"}], ":", " ", 
       RowBox[{
        RowBox[{
         RowBox[{"afzalshadab0", "@", "yahoo"}], ".", "com"}], 
        "\[IndentingNewLine]", "Last", " ", 
        RowBox[{"edited", ":", " ", 
         RowBox[{"May", " ", "11"}]}]}]}]}]}], ",", " ", "2019"}], 
   "\[IndentingNewLine]", "*)"}], "\[IndentingNewLine]", 
  "\[IndentingNewLine]", 
  RowBox[{"(*", "  ", 
   RowBox[{
    RowBox[{
    "Cartesian", "\[IndentingNewLine]", "Right", " ", "side", " ", "positive",
      " ", "weights", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"Clear", "[", "\"\<Global`*\>\"", "]"}], "\[IndentingNewLine]", 
     "\[IndentingNewLine]", 
     RowBox[{"M11", "=", "1"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"M21", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M31", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M41", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M51", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M12", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M22", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M32", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M42", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M52", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M13", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M23", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M33", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M43", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M53", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M14", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M24", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M34", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M44", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M54", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M15", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M25", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M35", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M45", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M55", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"b1", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"b2", "=", 
     RowBox[{"i", "+", 
      RowBox[{"1", "/", "2"}]}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"b3", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "+", 
        RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"b4", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "+", 
        RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"b5", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "+", 
        RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"A1", "=", 
     RowBox[{"(", GridBox[{
        {"M11", "M12", "M13", "M14", "M15"},
        {"M21", "M22", "M23", "M24", "M25"},
        {"M31", "M32", "M33", "M34", "M35"},
        {"M41", "M42", "M43", "M44", "M45"},
        {"M51", "M52", "M53", "M54", "M55"}
       }], ")"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"b", "=", 
     RowBox[{"(", GridBox[{
        {"b1"},
        {"b2"},
        {"b3"},
        {"b4"},
        {"b5"}
       }], ")"}]}], ";", "  ", "\[IndentingNewLine]", 
    RowBox[{"cylR", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"Inverse", "[", "A1", "]"}], ".", "b"}], "]"}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{
    "Left", " ", "side", " ", "Positive", " ", "Weights", 
     "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M11", "=", "1"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"M21", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M31", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M41", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M51", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M12", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M22", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M32", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M42", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M52", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M13", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M23", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M33", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M43", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M53", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M14", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M24", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M34", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M44", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M54", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "1", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"M15", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"M25", "=", 
     RowBox[{
      RowBox[{"1", "/", "2"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M35", "=", 
     RowBox[{
      RowBox[{"1", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M45", "=", 
     RowBox[{
      RowBox[{"1", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"M55", "=", 
     RowBox[{
      RowBox[{"1", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "+", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", 
            RowBox[{"1", "/", "2"}]}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "+", 
           RowBox[{"1", "/", "2"}]}], ")"}], "-", 
         RowBox[{"(", 
          RowBox[{"i", "-", "1", "+", "2", "-", 
           RowBox[{"1", "/", "2"}]}], ")"}]}], ")"}]}]}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{"b1", "=", "1"}], ";", "\[IndentingNewLine]", 
    RowBox[{"b2", "=", 
     RowBox[{"i", "-", "1", "+", 
      RowBox[{"1", "/", "2"}]}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"b3", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "-", "1", "+", 
        RowBox[{"1", "/", "2"}]}], ")"}], "^", "2"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"b4", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "-", "1", "+", 
        RowBox[{"1", "/", "2"}]}], ")"}], "^", "3"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"b5", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "-", "1", "+", 
        RowBox[{"1", "/", "2"}]}], ")"}], "^", "4"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"A1", "=", 
     RowBox[{"(", GridBox[{
        {"M11", "M12", "M13", "M14", "M15"},
        {"M21", "M22", "M23", "M24", "M25"},
        {"M31", "M32", "M33", "M34", "M35"},
        {"M41", "M42", "M43", "M44", "M45"},
        {"M51", "M52", "M53", "M54", "M55"}
       }], ")"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"b", "=", 
     RowBox[{"(", GridBox[{
        {"b1"},
        {"b2"},
        {"b3"},
        {"b4"},
        {"b5"}
       }], ")"}]}], ";", "  ", "\[IndentingNewLine]", 
    RowBox[{"cylL", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"Inverse", "[", "A1", "]"}], ".", "b"}], "]"}]}], ";", 
    "\[IndentingNewLine]", "\[IndentingNewLine]", 
    RowBox[{
    "After", " ", "flux", "\[IndentingNewLine]", "oye", "\[IndentingNewLine]", 
     RowBox[{"WRminus2", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylR", ",", "1"}], "]"}]}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WRminus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "2"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WRminus0", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "3"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WRplus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "4"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WRplus2", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "5"}], "]"}]}], ";", "\[IndentingNewLine]", 
    "\[IndentingNewLine]", 
    RowBox[{"WLminus2", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "1"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WLminus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "2"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WLminus0", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "3"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WLplus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "4"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"WLplus2", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "5"}], "]"}]}], ";", "\[IndentingNewLine]", 
    "\[IndentingNewLine]", 
    RowBox[{"K1", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{"-", "WLminus2"}], "]"}]}], ";", "\[IndentingNewLine]", 
    RowBox[{"K2", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{"WRminus2", "-", "WLminus1"}], "]"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"K3", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{"WRminus1", "-", "WLminus0"}], "]"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"K4", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{"WRminus0", "-", "WLplus1"}], "]"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"K5", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{"WRplus1", "-", "WLplus2"}], "]"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"K6", "=", 
     RowBox[{"Simplify", "[", "WRplus2", "]"}]}], ";", "\[IndentingNewLine]", 
    "\[IndentingNewLine]", 
    RowBox[{"clear", "[", "i", "]"}], ";", "\[IndentingNewLine]", 
    "\[IndentingNewLine]", 
    RowBox[{
     RowBox[{"complex", " ", "number", "\[IndentingNewLine]", 
      RowBox[{"f", "[", "angle_", "]"}]}], ":=", 
     RowBox[{
      RowBox[{
       RowBox[{"-", 
        RowBox[{"Simplify", "[", 
         RowBox[{"(", 
          RowBox[{
           RowBox[{"K1", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"3", "*", "angle"}], "]"}], "+", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"3", "*", "angle"}], "]"}]}]}], ")"}]}], "+", 
           RowBox[{"K2", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"2", "*", "angle"}], "]"}], "+", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
           RowBox[{"K3", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"1", "*", "angle"}], "]"}], "+", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"1", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
           RowBox[{"K4", "*", "1"}], "+", " ", 
           RowBox[{"K5", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"1", "*", "angle"}], "]"}], "-", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"1", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
           RowBox[{"K6", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"2", "*", "angle"}], "]"}], "-", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}]}], ")"}], 
         "]"}]}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
       RowBox[{"ParametricPlot", "[", 
        RowBox[{
         RowBox[{"ReIm", "[", "f", "]"}], ",", 
         RowBox[{"{", 
          RowBox[{"angle", ",", "0", ",", 
           RowBox[{"2", "Pi"}]}], "}"}], ",", 
         RowBox[{"Frame", "\[Rule]", "True"}], ",", " ", 
         RowBox[{"FrameLabel", "\[Rule]", 
          RowBox[{"{", 
           RowBox[{
            RowBox[{"Style", "[", 
             RowBox[{"\"\<Re(-z)\>\"", ",", "10"}], "]"}], ",", 
            RowBox[{"Style", "[", 
             RowBox[{"\"\<Im(-z)\>\"", ",", "10"}], "]"}]}], "}"}]}], ",", 
         RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}]}], "]"}], 
       "\[IndentingNewLine]", "\[IndentingNewLine]", "\[IndentingNewLine]", 
       "sigma"}], "=", 
      RowBox[{
       RowBox[{"1.44", "\[IndentingNewLine]", 
        RowBox[{"GG", "[", "angle_", "]"}]}], ":=", 
       RowBox[{"sigma", "*", 
        RowBox[{"f", "[", "angle", "]"}], "\[IndentingNewLine]", 
        RowBox[{
         RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
         RowBox[{"If", "[", 
          RowBox[{
           RowBox[{
            RowBox[{"Abs", "[", 
             RowBox[{"(", 
              RowBox[{"1", "+", "\[Micro]", "+", 
               RowBox[{
                RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
               RowBox[{
                RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
            "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}]}]}]}]}], ";", 
    RowBox[{"pt1", "=", 
     RowBox[{"DensityPlot", "[", 
      RowBox[{
       RowBox[{"StabilityIndicator", "[", 
        RowBox[{"\[Micro]R", "+", 
         RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]R", ",", 
         RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]I", ",", 
         RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{"pt2", "=", 
     RowBox[{"ParametricPlot", "[", 
      RowBox[{
       RowBox[{"{", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"f", "[", "angle", "]"}], "]"}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"GG", "[", "angle", "]"}], "]"}], "}"}]}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"angle", ",", "0", ",", 
         RowBox[{"2", "Pi"}]}], "}"}], ",", 
       RowBox[{"PlotLegends", "\[Rule]", 
        RowBox[{"LineLegend", "[", 
         RowBox[{"{", 
          RowBox[{
          "\"\<Discrete spectrum\>\"", ",", 
           "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
       RowBox[{"Frame", "\[Rule]", "True"}], ",", 
       RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
       RowBox[{"PlotStyle", "\[Rule]", 
        RowBox[{"{", 
         RowBox[{"Black", ",", " ", 
          RowBox[{"{", 
           RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";", 
    "\[IndentingNewLine]", 
    RowBox[{
     RowBox[{"Show", "[", 
      RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
     RowBox[{"Clear", "[", "\"\<Global`*\>\"", "]"}]}]}], 
   "\[IndentingNewLine]", "*)"}], "\[IndentingNewLine]", 
  RowBox[{"Cylindrical", "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{"Right", " ", "side", " ", "positive", " ", "weights"}], 
   "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{"Clear", "[", "i", "]"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M11", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M21", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M31", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M41", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M51", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "6"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M12", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M22", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M32", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M42", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M52", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "6"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M13", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M23", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], ")"}]}]}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M33", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], ")"}]}]}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M43", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], ")"}]}]}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M53", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "6"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", "i", ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], ")"}]}]}]}], ";"}], 
   "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M14", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M24", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M34", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M44", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M54", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "6"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M15", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M25", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M35", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M45", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M55", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "6"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b1", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b2", "=", "i"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b3", "=", 
     RowBox[{
      RowBox[{"(", "i", ")"}], "^", "2"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b4", "=", 
     RowBox[{
      RowBox[{"(", "i", ")"}], "^", "3"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b5", "=", 
     RowBox[{
      RowBox[{"(", "i", ")"}], "^", "4"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"A1", "=", 
     RowBox[{"(", GridBox[{
        {"M11", "M12", "M13", "M14", "M15"},
        {"M21", "M22", "M23", "M24", "M25"},
        {"M31", "M32", "M33", "M34", "M35"},
        {"M41", "M42", "M43", "M44", "M45"},
        {"M51", "M52", "M53", "M54", "M55"}
       }], ")"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b", "=", 
     RowBox[{"(", GridBox[{
        {"b1"},
        {"b2"},
        {"b3"},
        {"b4"},
        {"b5"}
       }], ")"}]}], ";"}], "  ", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"cylR", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"Inverse", "[", "A1", "]"}], ".", "b"}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{"Left", " ", "side", " ", "Positive", " ", "Weights"}], 
   "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M11", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M21", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M31", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "4"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M41", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "5"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M51", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "6"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M12", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M22", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M32", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "4"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M42", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "5"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M52", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "6"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M13", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M23", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M33", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "4"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M43", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "5"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M53", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "6"}]}], ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M14", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M24", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M34", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "4"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M44", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "5"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M54", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "6"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M15", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M25", "=", 
     RowBox[{
      RowBox[{"2", "/", "3"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "3"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M35", "=", 
     RowBox[{
      RowBox[{"2", "/", "4"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "4"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "4"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M45", "=", 
     RowBox[{
      RowBox[{"2", "/", "5"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "5"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "5"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"M55", "=", 
     RowBox[{
      RowBox[{"2", "/", "6"}], "*", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "6"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "6"}]}], 
        ")"}], "/", 
       RowBox[{"(", 
        RowBox[{
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "2"}], "-", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "2"}]}], 
        ")"}]}]}]}], ";"}], "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b1", "=", "1"}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b2", "=", 
     RowBox[{"i", "-", "1"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b3", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b4", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b5", "=", 
     RowBox[{
      RowBox[{"(", 
       RowBox[{"i", "-", "1"}], ")"}], "^", "4"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"A1", "=", 
     RowBox[{"(", GridBox[{
        {"M11", "M12", "M13", "M14", "M15"},
        {"M21", "M22", "M23", "M24", "M25"},
        {"M31", "M32", "M33", "M34", "M35"},
        {"M41", "M42", "M43", "M44", "M45"},
        {"M51", "M52", "M53", "M54", "M55"}
       }], ")"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"b", "=", 
     RowBox[{"(", GridBox[{
        {"b1"},
        {"b2"},
        {"b3"},
        {"b4"},
        {"b5"}
       }], ")"}]}], ";"}], "  ", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"cylL", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"Inverse", "[", "A1", "]"}], ".", "b"}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{"After", " ", "flux"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WRminus2", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "1"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WRminus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "2"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WRminus0", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "3"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WRplus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "4"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WRplus2", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylR", ",", "5"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WLminus2", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "1"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WLminus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "2"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WLminus0", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "3"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WLplus1", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "4"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"WLplus2", "=", 
     RowBox[{"Part", "[", 
      RowBox[{"cylL", ",", "5"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"K1", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"-", "WLminus2"}], "*", 
       RowBox[{"(", 
        RowBox[{"i", "-", "1"}], ")"}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"K2", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"WRminus2", "*", "i"}], "-", 
       RowBox[{"WLminus1", "*", 
        RowBox[{"(", 
         RowBox[{"i", "-", "1"}], ")"}]}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"K3", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"WRminus1", "*", "i"}], "-", 
       RowBox[{"WLminus0", "*", 
        RowBox[{"(", 
         RowBox[{"i", "-", "1"}], ")"}]}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"K4", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"WRminus0", "*", "i"}], "-", 
       RowBox[{"WLplus1", "*", 
        RowBox[{"(", 
         RowBox[{"i", "-", "1"}], ")"}]}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"K5", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{
       RowBox[{"WRplus1", "*", "i"}], "-", 
       RowBox[{"WLplus2", "*", 
        RowBox[{"(", 
         RowBox[{"i", "-", "1"}], ")"}]}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"K6", "=", 
     RowBox[{"Simplify", "[", 
      RowBox[{"WRplus2", "*", "i"}], "]"}]}], ";"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"clear", "[", "i", "]"}], ";"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{"complex", " ", "number"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{
     RowBox[{"G", "[", 
      RowBox[{"i_", ",", "angle_"}], "]"}], "=", 
     RowBox[{"-", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{"K1", "*", 
           RowBox[{"(", 
            RowBox[{
             RowBox[{"Cos", "[", 
              RowBox[{"3", "*", "angle"}], "]"}], "+", 
             RowBox[{"I", "*", 
              RowBox[{"Sin", "[", 
               RowBox[{"3", "*", "angle"}], "]"}]}]}], ")"}]}], "+", 
          RowBox[{"K2", "*", 
           RowBox[{"(", 
            RowBox[{
             RowBox[{"Cos", "[", 
              RowBox[{"2", "*", "angle"}], "]"}], "+", 
             RowBox[{"I", "*", 
              RowBox[{"Sin", "[", 
               RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
          RowBox[{"K3", "*", 
           RowBox[{"(", 
            RowBox[{
             RowBox[{"Cos", "[", 
              RowBox[{"1", "*", "angle"}], "]"}], "+", 
             RowBox[{"I", "*", 
              RowBox[{"Sin", "[", 
               RowBox[{"1", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
          RowBox[{"K4", "*", "1"}], "+", " ", 
          RowBox[{"K5", "*", 
           RowBox[{"(", 
            RowBox[{
             RowBox[{"Cos", "[", "angle", "]"}], "-", 
             RowBox[{"I", "*", 
              RowBox[{"Sin", "[", "angle", "]"}]}]}], ")"}]}], "+", " ", 
          RowBox[{"K6", "*", 
           RowBox[{"(", 
            RowBox[{
             RowBox[{"Cos", "[", 
              RowBox[{"2", "*", "angle"}], "]"}], "-", 
             RowBox[{"I", "*", 
              RowBox[{"Sin", "[", 
               RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}]}], ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{
            RowBox[{"i", "^", "2"}], "-", 
            RowBox[{
             RowBox[{"(", 
              RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], ")"}], "/", 
          RowBox[{"(", 
           RowBox[{"1", "+", "1"}], ")"}]}], ")"}]}], "]"}]}]}], ";"}], 
   "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"ParametricPlot", "[", 
     RowBox[{
      RowBox[{"{", 
       RowBox[{
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"2", ",", "angle"}], "]"}], "]"}], ",", 
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"5", ",", "angle"}], "]"}], "]"}], ",", 
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"8", ",", "angle"}], "]"}], "]"}], ",", 
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"11", ",", "angle"}], "]"}], "]"}], ",", 
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"14", ",", "angle"}], "]"}], "]"}], ",", 
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"17", ",", "angle"}], "]"}], "]"}], ",", 
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"20", ",", "angle"}], "]"}], "]"}], ",", 
        RowBox[{"ReIm", "[", 
         RowBox[{"G", "[", 
          RowBox[{"23", ",", "angle"}], "]"}], "]"}]}], "}"}], ",", 
      RowBox[{"{", 
       RowBox[{"angle", ",", "0", ",", 
        RowBox[{"2", "Pi"}]}], "}"}], ",", 
      RowBox[{"PlotLegends", "\[Rule]", 
       RowBox[{"LineLegend", "[", 
        RowBox[{
         RowBox[{"Table", "[", 
          RowBox[{"i", ",", 
           RowBox[{"{", 
            RowBox[{"i", ",", "2", ",", "23", ",", "3"}], "}"}]}], "]"}], ",", 
         RowBox[{"LegendLabel", "\[Rule]", "i"}]}], "]"}]}], ",", 
      RowBox[{"Frame", "\[Rule]", "True"}], ",", " ", 
      RowBox[{"FrameLabel", "\[Rule]", 
       RowBox[{"{", 
        RowBox[{
         RowBox[{"Style", "[", 
          RowBox[{"\"\<Re(-z)\>\"", ",", "10"}], "]"}], ",", 
         RowBox[{"Style", "[", 
          RowBox[{"\"\<Im(-z)\>\"", ",", "10"}], "]"}]}], "}"}]}], ",", 
      RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}]}], "]"}], ";"}], 
   "\[IndentingNewLine]", "\[IndentingNewLine]", 
   RowBox[{"imesh", "=", "3"}], "\[IndentingNewLine]", 
   RowBox[{"sigma", "=", "1.45"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"GG", "[", 
     RowBox[{"i_", ",", "angle_"}], "]"}], ":=", 
    RowBox[{"sigma", "*", 
     RowBox[{"G", "[", 
      RowBox[{"i", ",", "angle"}], "]"}]}]}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{
     RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
     RowBox[{"If", "[", 
      RowBox[{
       RowBox[{
        RowBox[{"Abs", "[", 
         RowBox[{"(", 
          RowBox[{"1", "+", "\[Micro]", "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
        "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}], ";", 
    RowBox[{"pt1", "=", 
     RowBox[{"DensityPlot", "[", 
      RowBox[{
       RowBox[{"StabilityIndicator", "[", 
        RowBox[{"\[Micro]R", "+", 
         RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]R", ",", 
         RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]I", ",", 
         RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"pt2", "=", 
     RowBox[{"ParametricPlot", "[", 
      RowBox[{
       RowBox[{"{", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"G", "[", 
            RowBox[{"3", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"GG", "[", 
            RowBox[{"3", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"angle", ",", "0", ",", 
         RowBox[{"2", "Pi"}]}], "}"}], ",", 
       RowBox[{"PlotLegends", "\[Rule]", 
        RowBox[{"LineLegend", "[", 
         RowBox[{"{", 
          RowBox[{
          "\"\<Discrete spectrum\>\"", ",", 
           "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
       RowBox[{"Frame", "\[Rule]", "True"}], ",", 
       RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
       RowBox[{"PlotStyle", "\[Rule]", 
        RowBox[{"{", 
         RowBox[{"Black", ",", " ", 
          RowBox[{"{", 
           RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";"}],
    "\[IndentingNewLine]", 
   RowBox[{"Show", "[", 
    RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{"imesh", "=", "5"}], "\[IndentingNewLine]", 
   RowBox[{"sigma", "=", "1.52"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"GG", "[", 
     RowBox[{"i_", ",", "angle_"}], "]"}], ":=", 
    RowBox[{"sigma", "*", 
     RowBox[{"G", "[", 
      RowBox[{"i", ",", "angle"}], "]"}]}]}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{
     RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
     RowBox[{"If", "[", 
      RowBox[{
       RowBox[{
        RowBox[{"Abs", "[", 
         RowBox[{"(", 
          RowBox[{"1", "+", "\[Micro]", "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
        "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}], ";", 
    RowBox[{"pt1", "=", 
     RowBox[{"DensityPlot", "[", 
      RowBox[{
       RowBox[{"StabilityIndicator", "[", 
        RowBox[{"\[Micro]R", "+", 
         RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]R", ",", 
         RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]I", ",", 
         RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"pt2", "=", 
     RowBox[{"ParametricPlot", "[", 
      RowBox[{
       RowBox[{"{", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"G", "[", 
            RowBox[{"5", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"GG", "[", 
            RowBox[{"5", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"angle", ",", "0", ",", 
         RowBox[{"2", "Pi"}]}], "}"}], ",", 
       RowBox[{"PlotLegends", "\[Rule]", 
        RowBox[{"LineLegend", "[", 
         RowBox[{"{", 
          RowBox[{
          "\"\<Discrete spectrum\>\"", ",", 
           "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
       RowBox[{"Frame", "\[Rule]", "True"}], ",", 
       RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
       RowBox[{"PlotStyle", "\[Rule]", 
        RowBox[{"{", 
         RowBox[{"Black", ",", " ", 
          RowBox[{"{", 
           RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";"}],
    "\[IndentingNewLine]", 
   RowBox[{"Show", "[", 
    RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{"imesh", "=", "10"}], "\[IndentingNewLine]", 
   RowBox[{"sigma", "=", "1.52"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"GG", "[", 
     RowBox[{"i_", ",", "angle_"}], "]"}], ":=", 
    RowBox[{"sigma", "*", 
     RowBox[{"G", "[", 
      RowBox[{"i", ",", "angle"}], "]"}]}]}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{
     RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
     RowBox[{"If", "[", 
      RowBox[{
       RowBox[{
        RowBox[{"Abs", "[", 
         RowBox[{"(", 
          RowBox[{"1", "+", "\[Micro]", "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
        "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}], ";", 
    RowBox[{"pt1", "=", 
     RowBox[{"DensityPlot", "[", 
      RowBox[{
       RowBox[{"StabilityIndicator", "[", 
        RowBox[{"\[Micro]R", "+", 
         RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]R", ",", 
         RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]I", ",", 
         RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"pt2", "=", 
     RowBox[{"ParametricPlot", "[", 
      RowBox[{
       RowBox[{"{", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"G", "[", 
            RowBox[{"10", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"GG", "[", 
            RowBox[{"10", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"angle", ",", "0", ",", 
         RowBox[{"2", "Pi"}]}], "}"}], ",", 
       RowBox[{"PlotLegends", "\[Rule]", 
        RowBox[{"LineLegend", "[", 
         RowBox[{"{", 
          RowBox[{
          "\"\<Discrete spectrum\>\"", ",", 
           "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
       RowBox[{"Frame", "\[Rule]", "True"}], ",", 
       RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
       RowBox[{"PlotStyle", "\[Rule]", 
        RowBox[{"{", 
         RowBox[{"Black", ",", " ", 
          RowBox[{"{", 
           RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";"}],
    "\[IndentingNewLine]", 
   RowBox[{"Show", "[", 
    RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{"imesh", "=", "20"}], "\[IndentingNewLine]", 
   RowBox[{"sigma", "=", "1.50"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"GG", "[", 
     RowBox[{"i_", ",", "angle_"}], "]"}], ":=", 
    RowBox[{"sigma", "*", 
     RowBox[{"G", "[", 
      RowBox[{"i", ",", "angle"}], "]"}]}]}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{
     RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
     RowBox[{"If", "[", 
      RowBox[{
       RowBox[{
        RowBox[{"Abs", "[", 
         RowBox[{"(", 
          RowBox[{"1", "+", "\[Micro]", "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
        "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}], ";", 
    RowBox[{"pt1", "=", 
     RowBox[{"DensityPlot", "[", 
      RowBox[{
       RowBox[{"StabilityIndicator", "[", 
        RowBox[{"\[Micro]R", "+", 
         RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]R", ",", 
         RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]I", ",", 
         RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"pt2", "=", 
     RowBox[{"ParametricPlot", "[", 
      RowBox[{
       RowBox[{"{", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"G", "[", 
            RowBox[{"20", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"GG", "[", 
            RowBox[{"20", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"angle", ",", "0", ",", 
         RowBox[{"2", "Pi"}]}], "}"}], ",", 
       RowBox[{"PlotLegends", "\[Rule]", 
        RowBox[{"LineLegend", "[", 
         RowBox[{"{", 
          RowBox[{
          "\"\<Discrete spectrum\>\"", ",", 
           "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
       RowBox[{"Frame", "\[Rule]", "True"}], ",", 
       RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
       RowBox[{"PlotStyle", "\[Rule]", 
        RowBox[{"{", 
         RowBox[{"Black", ",", " ", 
          RowBox[{"{", 
           RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";"}],
    "\[IndentingNewLine]", 
   RowBox[{"Show", "[", 
    RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{"imesh", "=", "50"}], "\[IndentingNewLine]", 
   RowBox[{"sigma", "=", "1.48"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"GG", "[", 
     RowBox[{"i_", ",", "angle_"}], "]"}], ":=", 
    RowBox[{"sigma", "*", 
     RowBox[{"G", "[", 
      RowBox[{"i", ",", "angle"}], "]"}]}]}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{
     RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
     RowBox[{"If", "[", 
      RowBox[{
       RowBox[{
        RowBox[{"Abs", "[", 
         RowBox[{"(", 
          RowBox[{"1", "+", "\[Micro]", "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
        "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}], ";", 
    RowBox[{"pt1", "=", 
     RowBox[{"DensityPlot", "[", 
      RowBox[{
       RowBox[{"StabilityIndicator", "[", 
        RowBox[{"\[Micro]R", "+", 
         RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]R", ",", 
         RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]I", ",", 
         RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"pt2", "=", 
     RowBox[{"ParametricPlot", "[", 
      RowBox[{
       RowBox[{"{", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"G", "[", 
            RowBox[{"50", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"GG", "[", 
            RowBox[{"50", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"angle", ",", "0", ",", 
         RowBox[{"2", "Pi"}]}], "}"}], ",", 
       RowBox[{"PlotLegends", "\[Rule]", 
        RowBox[{"LineLegend", "[", 
         RowBox[{"{", 
          RowBox[{
          "\"\<Discrete spectrum\>\"", ",", 
           "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
       RowBox[{"Frame", "\[Rule]", "True"}], ",", 
       RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
       RowBox[{"PlotStyle", "\[Rule]", 
        RowBox[{"{", 
         RowBox[{"Black", ",", " ", 
          RowBox[{"{", 
           RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";"}],
    "\[IndentingNewLine]", 
   RowBox[{"Show", "[", 
    RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
   "\[IndentingNewLine]", 
   RowBox[{"imesh", "=", "100"}], "\[IndentingNewLine]", 
   RowBox[{"sigma", "=", "1.46"}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"GG", "[", 
     RowBox[{"i_", ",", "angle_"}], "]"}], ":=", 
    RowBox[{"sigma", "*", 
     RowBox[{"G", "[", 
      RowBox[{"i", ",", "angle"}], "]"}]}]}], "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{
     RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
     RowBox[{"If", "[", 
      RowBox[{
       RowBox[{
        RowBox[{"Abs", "[", 
         RowBox[{"(", 
          RowBox[{"1", "+", "\[Micro]", "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
           RowBox[{
            RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
        "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}], ";", 
    RowBox[{"pt1", "=", 
     RowBox[{"DensityPlot", "[", 
      RowBox[{
       RowBox[{"StabilityIndicator", "[", 
        RowBox[{"\[Micro]R", "+", 
         RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]R", ",", 
         RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"\[Micro]I", ",", 
         RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";"}], 
   "\[IndentingNewLine]", 
   RowBox[{
    RowBox[{"pt2", "=", 
     RowBox[{"ParametricPlot", "[", 
      RowBox[{
       RowBox[{"{", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"G", "[", 
            RowBox[{"100", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"ReIm", "[", 
           RowBox[{"GG", "[", 
            RowBox[{"100", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
       RowBox[{"{", 
        RowBox[{"angle", ",", "0", ",", 
         RowBox[{"2", "Pi"}]}], "}"}], ",", 
       RowBox[{"PlotLegends", "\[Rule]", 
        RowBox[{"LineLegend", "[", 
         RowBox[{"{", 
          RowBox[{
          "\"\<Discrete spectrum\>\"", ",", 
           "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
       RowBox[{"Frame", "\[Rule]", "True"}], ",", 
       RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
       RowBox[{"PlotStyle", "\[Rule]", 
        RowBox[{"{", 
         RowBox[{"Black", ",", " ", 
          RowBox[{"{", 
           RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";"}],
    "\[IndentingNewLine]", 
   RowBox[{"Show", "[", 
    RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
   RowBox[{"Clear", "[", "\"\<Global`*\>\"", "]"}], " ", 
   "\[IndentingNewLine]", 
   RowBox[{"(*", "\[IndentingNewLine]", 
    RowBox[{
     RowBox[{
     "Spherical", " ", "coordinates", "\[IndentingNewLine]", 
      "\[IndentingNewLine]", "Right", " ", "side", " ", "positive", " ", 
      "weights", "\[IndentingNewLine]", "\[IndentingNewLine]", 
      RowBox[{"Clear", "[", "i", "]"}], "\[IndentingNewLine]", 
      "\[IndentingNewLine]", 
      RowBox[{"M11", "=", "1"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M21", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "4"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M31", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "5"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M41", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "6"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M51", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "7"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M12", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M22", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "4"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M32", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "5"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M42", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "6"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M52", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "7"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M13", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M23", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "4"}]}], ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ")"}]}]}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"M33", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "5"}]}], ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ")"}]}]}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"M43", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "6"}]}], ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ")"}]}]}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"M53", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "7"}]}], ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", "i", ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ")"}]}]}]}], ";", 
     "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M14", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M24", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "4"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M34", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "5"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M44", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "6"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M54", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "7"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M15", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M25", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "4"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M35", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "5"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M45", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "6"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M55", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "7"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"b1", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"b2", "=", "i"}], ";", "\[IndentingNewLine]", 
     RowBox[{"b3", "=", 
      RowBox[{
       RowBox[{"(", "i", ")"}], "^", "2"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"b4", "=", 
      RowBox[{
       RowBox[{"(", "i", ")"}], "^", "3"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"b5", "=", 
      RowBox[{
       RowBox[{"(", "i", ")"}], "^", "4"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"A1", "=", 
      RowBox[{"(", GridBox[{
         {"M11", "M12", "M13", "M14", "M15"},
         {"M21", "M22", "M23", "M24", "M25"},
         {"M31", "M32", "M33", "M34", "M35"},
         {"M41", "M42", "M43", "M44", "M45"},
         {"M51", "M52", "M53", "M54", "M55"}
        }], ")"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"b", "=", 
      RowBox[{"(", GridBox[{
         {"b1"},
         {"b2"},
         {"b3"},
         {"b4"},
         {"b5"}
        }], ")"}]}], ";", "  ", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"cylR", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"Inverse", "[", "A1", "]"}], ".", "b"}], "]"}]}], ";", 
     "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{
     "Cylinderical", " ", "order", " ", "fifth", "\[IndentingNewLine]", 
      "\[IndentingNewLine]", "Left", " ", "side", " ", "Positive", " ", 
      "Weights", "\[IndentingNewLine]", 
      RowBox[{"M11", "=", "1"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M21", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "4"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M31", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "5"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M41", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "6"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M51", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "7"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M12", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M22", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "4"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M32", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "5"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M42", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "6"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M52", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "7"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M13", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M23", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "4"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M33", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "5"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M43", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "6"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M53", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "7"}]}], ")"}], 
        "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M14", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M24", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "4"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M34", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "5"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M44", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "6"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M54", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "7"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "1", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"M15", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"M25", "=", 
      RowBox[{
       RowBox[{"3", "/", "4"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "4"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "4"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M35", "=", 
      RowBox[{
       RowBox[{"3", "/", "5"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "5"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "5"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M45", "=", 
      RowBox[{
       RowBox[{"3", "/", "6"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "6"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "6"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"M55", "=", 
      RowBox[{
       RowBox[{"3", "/", "7"}], "*", 
       RowBox[{
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "7"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "7"}]}], 
         ")"}], "/", 
        RowBox[{"(", 
         RowBox[{
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2"}], ")"}], "^", "3"}], "-", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{"i", "-", "1", "+", "2", "-", "1"}], ")"}], "^", "3"}]}], 
         ")"}]}]}]}], ";", "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"b1", "=", "1"}], ";", "\[IndentingNewLine]", 
     RowBox[{"b2", "=", 
      RowBox[{"i", "-", "1"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"b3", "=", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"b4", "=", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"b5", "=", 
      RowBox[{
       RowBox[{"(", 
        RowBox[{"i", "-", "1"}], ")"}], "^", "4"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"A1", "=", 
      RowBox[{"(", GridBox[{
         {"M11", "M12", "M13", "M14", "M15"},
         {"M21", "M22", "M23", "M24", "M25"},
         {"M31", "M32", "M33", "M34", "M35"},
         {"M41", "M42", "M43", "M44", "M45"},
         {"M51", "M52", "M53", "M54", "M55"}
        }], ")"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"b", "=", 
      RowBox[{"(", GridBox[{
         {"b1"},
         {"b2"},
         {"b3"},
         {"b4"},
         {"b5"}
        }], ")"}]}], ";", "  ", "\[IndentingNewLine]", 
     RowBox[{"cylL", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"Inverse", "[", "A1", "]"}], ".", "b"}], "]"}]}], ";", 
     "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{"After", " ", "flux", "\[IndentingNewLine]", "WRminus2"}], "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylR", ",", "1"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WRminus1", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylR", ",", "2"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WRminus0", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylR", ",", "3"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WRplus1", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylR", ",", "4"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WRplus2", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylR", ",", "5"}], "]"}]}], ";", "\[IndentingNewLine]", 
     "\[IndentingNewLine]", 
     RowBox[{"WLminus2", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylL", ",", "1"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WLminus1", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylL", ",", "2"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WLminus0", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylL", ",", "3"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WLplus1", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylL", ",", "4"}], "]"}]}], ";", "\[IndentingNewLine]", 
     RowBox[{"WLplus2", "=", 
      RowBox[{"Part", "[", 
       RowBox[{"cylL", ",", "5"}], "]"}]}], ";", "\[IndentingNewLine]", 
     "\[IndentingNewLine]", 
     RowBox[{"K1", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"-", "WLminus2"}], "*", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"K2", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"WRminus2", "*", 
         RowBox[{"i", "^", "2"}]}], "-", 
        RowBox[{"WLminus1", "*", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"K3", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"WRminus1", "*", 
         RowBox[{"i", "^", "2"}]}], "-", 
        RowBox[{"WLminus0", "*", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"K4", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"WRminus0", "*", 
         RowBox[{"i", "^", "2"}]}], "-", 
        RowBox[{"WLplus1", "*", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"K5", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{
        RowBox[{"WRplus1", "*", 
         RowBox[{"i", "^", "2"}]}], "-", 
        RowBox[{"WLplus2", "*", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{"i", "-", "1"}], ")"}], "^", "2"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"K6", "=", 
      RowBox[{"Simplify", "[", 
       RowBox[{"WRplus2", "*", 
        RowBox[{"i", "^", "2"}]}], "]"}]}], ";", "\[IndentingNewLine]", 
     "\[IndentingNewLine]", 
     RowBox[{"clear", "[", "i", "]"}], ";", "\[IndentingNewLine]", 
     "\[IndentingNewLine]", 
     RowBox[{
     "Oye", "\[IndentingNewLine]", "complex", " ", "number", 
      "\[IndentingNewLine]", 
      RowBox[{
       RowBox[{"G", "[", 
        RowBox[{"i_", ",", "angle_"}], "]"}], "=", 
       RowBox[{"-", 
        RowBox[{"Simplify", "[", 
         RowBox[{
          RowBox[{"(", 
           RowBox[{
            RowBox[{"K1", "*", 
             RowBox[{"(", 
              RowBox[{
               RowBox[{"Cos", "[", 
                RowBox[{"3", "*", "angle"}], "]"}], "+", 
               RowBox[{"I", "*", 
                RowBox[{"Sin", "[", 
                 RowBox[{"3", "*", "angle"}], "]"}]}]}], ")"}]}], "+", 
            RowBox[{"K2", "*", 
             RowBox[{"(", 
              RowBox[{
               RowBox[{"Cos", "[", 
                RowBox[{"2", "*", "angle"}], "]"}], "+", 
               RowBox[{"I", "*", 
                RowBox[{"Sin", "[", 
                 RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
            RowBox[{"K3", "*", 
             RowBox[{"(", 
              RowBox[{
               RowBox[{"Cos", "[", 
                RowBox[{"1", "*", "angle"}], "]"}], "+", 
               RowBox[{"I", "*", 
                RowBox[{"Sin", "[", 
                 RowBox[{"1", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
            RowBox[{"K4", "*", "1"}], "+", " ", 
            RowBox[{"K5", "*", 
             RowBox[{"(", 
              RowBox[{
               RowBox[{"Cos", "[", "angle", "]"}], "-", 
               RowBox[{"I", "*", 
                RowBox[{"Sin", "[", "angle", "]"}]}]}], ")"}]}], "+", " ", 
            RowBox[{"K6", "*", 
             RowBox[{"(", 
              RowBox[{
               RowBox[{"Cos", "[", 
                RowBox[{"2", "*", "angle"}], "]"}], "-", 
               RowBox[{"I", "*", 
                RowBox[{"Sin", "[", 
                 RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}]}], ")"}], 
          "/", 
          RowBox[{"(", 
           RowBox[{
            RowBox[{"(", 
             RowBox[{
              RowBox[{"i", "^", "3"}], "-", 
              RowBox[{
               RowBox[{"(", 
                RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
            RowBox[{"(", 
             RowBox[{"2", "+", "1"}], ")"}]}], ")"}]}], "]"}]}]}]}], ";", 
     "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{"k", "=", 
      RowBox[{"-", 
       RowBox[{"Simplify", "[", 
        RowBox[{
         RowBox[{"(", 
          RowBox[{
           RowBox[{"K1", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"3", "*", "angle"}], "]"}], "+", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"3", "*", "angle"}], "]"}]}]}], ")"}]}], "+", 
           RowBox[{"K2", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"2", "*", "angle"}], "]"}], "+", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
           RowBox[{"K3", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"1", "*", "angle"}], "]"}], "+", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"1", "*", "angle"}], "]"}]}]}], ")"}]}], "+", " ", 
           RowBox[{"K4", "*", "1"}], "+", " ", 
           RowBox[{"K5", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", "angle", "]"}], "-", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", "angle", "]"}]}]}], ")"}]}], "+", " ", 
           RowBox[{"K6", "*", 
            RowBox[{"(", 
             RowBox[{
              RowBox[{"Cos", "[", 
               RowBox[{"2", "*", "angle"}], "]"}], "-", 
              RowBox[{"I", "*", 
               RowBox[{"Sin", "[", 
                RowBox[{"2", "*", "angle"}], "]"}]}]}], ")"}]}]}], ")"}], "/", 
         RowBox[{"(", 
          RowBox[{
           RowBox[{"(", 
            RowBox[{
             RowBox[{"i", "^", "3"}], "-", 
             RowBox[{
              RowBox[{"(", 
               RowBox[{"i", "-", "1"}], ")"}], "^", "3"}]}], ")"}], "/", 
           RowBox[{"(", 
            RowBox[{"2", "+", "1"}], ")"}]}], ")"}]}], "]"}]}]}], ";", 
     "\[IndentingNewLine]", "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{
       RowBox[{"ParametricPlot", "[", 
        RowBox[{
         RowBox[{"{", 
          RowBox[{
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"3", ",", "angle"}], "]"}], "]"}], ",", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"6", ",", "angle"}], "]"}], "]"}], ",", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"9", ",", "angle"}], "]"}], "]"}], ",", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"12", ",", "angle"}], "]"}], "]"}], ",", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"15", ",", "angle"}], "]"}], "]"}], ",", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"18", ",", "angle"}], "]"}], "]"}], ",", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"21", ",", "angle"}], "]"}], "]"}], ",", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"24", ",", "angle"}], "]"}], "]"}]}], "}"}], ",", 
         RowBox[{"{", 
          RowBox[{"angle", ",", "0", ",", 
           RowBox[{"2", "Pi"}]}], "}"}], ",", 
         RowBox[{"PlotLegends", "\[Rule]", 
          RowBox[{"LineLegend", "[", 
           RowBox[{
            RowBox[{"Table", "[", 
             RowBox[{"i", ",", 
              RowBox[{"{", 
               RowBox[{"i", ",", "3", ",", "24", ",", "3"}], "}"}]}], "]"}], 
            ",", 
            RowBox[{"LegendLabel", "\[Rule]", "i"}]}], "]"}]}], ",", 
         RowBox[{"Frame", "\[Rule]", "True"}], ",", " ", 
         RowBox[{"FrameLabel", "\[Rule]", 
          RowBox[{"{", 
           RowBox[{
            RowBox[{"Style", "[", 
             RowBox[{"\"\<Re(-z)\>\"", ",", "10"}], "]"}], ",", 
            RowBox[{"Style", "[", 
             RowBox[{"\"\<Im(-z)\>\"", ",", "10"}], "]"}]}], "}"}]}], ",", 
         RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}]}], "]"}], 
       "\[IndentingNewLine]", "\[IndentingNewLine]", "imesh"}], "=", 
      RowBox[{
       RowBox[{"3", "\[IndentingNewLine]", "sigma"}], "=", 
       RowBox[{
        RowBox[{"1.28", "\[IndentingNewLine]", 
         RowBox[{"GG", "[", 
          RowBox[{"i_", ",", "angle_"}], "]"}]}], ":=", 
        RowBox[{"sigma", "*", 
         RowBox[{"G", "[", 
          RowBox[{"i", ",", "angle"}], "]"}], "\[IndentingNewLine]", 
         RowBox[{
          RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
          RowBox[{"If", "[", 
           RowBox[{
            RowBox[{
             RowBox[{"Abs", "[", 
              RowBox[{"(", 
               RowBox[{"1", "+", "\[Micro]", "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
             "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}]}]}]}]}], 
     ";", 
     RowBox[{"pt1", "=", 
      RowBox[{"DensityPlot", "[", 
       RowBox[{
        RowBox[{"StabilityIndicator", "[", 
         RowBox[{"\[Micro]R", "+", 
          RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]R", ",", 
          RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]I", ",", 
          RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"pt2", "=", 
      RowBox[{"ParametricPlot", "[", 
       RowBox[{
        RowBox[{"{", 
         RowBox[{
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"3", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"GG", "[", 
             RowBox[{"3", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"angle", ",", "0", ",", 
          RowBox[{"2", "Pi"}]}], "}"}], ",", 
        RowBox[{"PlotLegends", "\[Rule]", 
         RowBox[{"LineLegend", "[", 
          RowBox[{"{", 
           RowBox[{
           "\"\<Discrete spectrum\>\"", ",", 
            "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
        RowBox[{"Frame", "\[Rule]", "True"}], ",", 
        RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
        RowBox[{"PlotStyle", "\[Rule]", 
         RowBox[{"{", 
          RowBox[{"Black", ",", " ", 
           RowBox[{"{", 
            RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{
       RowBox[{"Show", "[", 
        RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
       "\[IndentingNewLine]", "imesh"}], "=", 
      RowBox[{
       RowBox[{"5", "\[IndentingNewLine]", "sigma"}], "=", 
       RowBox[{
        RowBox[{"1.47", "\[IndentingNewLine]", 
         RowBox[{"GG", "[", 
          RowBox[{"i_", ",", "angle_"}], "]"}]}], ":=", 
        RowBox[{"sigma", "*", 
         RowBox[{"G", "[", 
          RowBox[{"i", ",", "angle"}], "]"}], "\[IndentingNewLine]", 
         RowBox[{
          RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
          RowBox[{"If", "[", 
           RowBox[{
            RowBox[{
             RowBox[{"Abs", "[", 
              RowBox[{"(", 
               RowBox[{"1", "+", "\[Micro]", "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
             "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}]}]}]}]}], 
     ";", 
     RowBox[{"pt1", "=", 
      RowBox[{"DensityPlot", "[", 
       RowBox[{
        RowBox[{"StabilityIndicator", "[", 
         RowBox[{"\[Micro]R", "+", 
          RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]R", ",", 
          RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]I", ",", 
          RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"pt2", "=", 
      RowBox[{"ParametricPlot", "[", 
       RowBox[{
        RowBox[{"{", 
         RowBox[{
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"5", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"GG", "[", 
             RowBox[{"5", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"angle", ",", "0", ",", 
          RowBox[{"2", "Pi"}]}], "}"}], ",", 
        RowBox[{"PlotLegends", "\[Rule]", 
         RowBox[{"LineLegend", "[", 
          RowBox[{"{", 
           RowBox[{
           "\"\<Discrete spectrum\>\"", ",", 
            "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
        RowBox[{"Frame", "\[Rule]", "True"}], ",", 
        RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
        RowBox[{"PlotStyle", "\[Rule]", 
         RowBox[{"{", 
          RowBox[{"Black", ",", " ", 
           RowBox[{"{", 
            RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{
       RowBox[{"Show", "[", 
        RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
       "\[IndentingNewLine]", "imesh"}], "=", 
      RowBox[{
       RowBox[{"10", "\[IndentingNewLine]", "sigma"}], "=", 
       RowBox[{
        RowBox[{"1.52", "\[IndentingNewLine]", 
         RowBox[{"GG", "[", 
          RowBox[{"i_", ",", "angle_"}], "]"}]}], ":=", 
        RowBox[{"sigma", "*", 
         RowBox[{"G", "[", 
          RowBox[{"i", ",", "angle"}], "]"}], "\[IndentingNewLine]", 
         RowBox[{
          RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
          RowBox[{"If", "[", 
           RowBox[{
            RowBox[{
             RowBox[{"Abs", "[", 
              RowBox[{"(", 
               RowBox[{"1", "+", "\[Micro]", "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
             "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}]}]}]}]}], 
     ";", 
     RowBox[{"pt1", "=", 
      RowBox[{"DensityPlot", "[", 
       RowBox[{
        RowBox[{"StabilityIndicator", "[", 
         RowBox[{"\[Micro]R", "+", 
          RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]R", ",", 
          RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]I", ",", 
          RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"pt2", "=", 
      RowBox[{"ParametricPlot", "[", 
       RowBox[{
        RowBox[{"{", 
         RowBox[{
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"10", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"GG", "[", 
             RowBox[{"10", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"angle", ",", "0", ",", 
          RowBox[{"2", "Pi"}]}], "}"}], ",", 
        RowBox[{"PlotLegends", "\[Rule]", 
         RowBox[{"LineLegend", "[", 
          RowBox[{"{", 
           RowBox[{
           "\"\<Discrete spectrum\>\"", ",", 
            "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
        RowBox[{"Frame", "\[Rule]", "True"}], ",", 
        RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
        RowBox[{"PlotStyle", "\[Rule]", 
         RowBox[{"{", 
          RowBox[{"Black", ",", " ", 
           RowBox[{"{", 
            RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{
       RowBox[{"Show", "[", 
        RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
       "\[IndentingNewLine]", "imesh"}], "=", 
      RowBox[{
       RowBox[{"20", "\[IndentingNewLine]", "sigma"}], "=", 
       RowBox[{
        RowBox[{"1.50", "\[IndentingNewLine]", 
         RowBox[{"GG", "[", 
          RowBox[{"i_", ",", "angle_"}], "]"}]}], ":=", 
        RowBox[{"sigma", "*", 
         RowBox[{"G", "[", 
          RowBox[{"i", ",", "angle"}], "]"}], "\[IndentingNewLine]", 
         RowBox[{
          RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
          RowBox[{"If", "[", 
           RowBox[{
            RowBox[{
             RowBox[{"Abs", "[", 
              RowBox[{"(", 
               RowBox[{"1", "+", "\[Micro]", "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
             "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}]}]}]}]}], 
     ";", 
     RowBox[{"pt1", "=", 
      RowBox[{"DensityPlot", "[", 
       RowBox[{
        RowBox[{"StabilityIndicator", "[", 
         RowBox[{"\[Micro]R", "+", 
          RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]R", ",", 
          RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]I", ",", 
          RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"pt2", "=", 
      RowBox[{"ParametricPlot", "[", 
       RowBox[{
        RowBox[{"{", 
         RowBox[{
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"20", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"GG", "[", 
             RowBox[{"20", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"angle", ",", "0", ",", 
          RowBox[{"2", "Pi"}]}], "}"}], ",", 
        RowBox[{"PlotLegends", "\[Rule]", 
         RowBox[{"LineLegend", "[", 
          RowBox[{"{", 
           RowBox[{
           "\"\<Discrete spectrum\>\"", ",", 
            "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
        RowBox[{"Frame", "\[Rule]", "True"}], ",", 
        RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
        RowBox[{"PlotStyle", "\[Rule]", 
         RowBox[{"{", 
          RowBox[{"Black", ",", " ", 
           RowBox[{"{", 
            RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{
       RowBox[{"Show", "[", 
        RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
       "\[IndentingNewLine]", "imesh"}], "=", 
      RowBox[{
       RowBox[{"50", "\[IndentingNewLine]", "sigma"}], "=", 
       RowBox[{
        RowBox[{"1.48", "\[IndentingNewLine]", 
         RowBox[{"GG", "[", 
          RowBox[{"i_", ",", "angle_"}], "]"}]}], ":=", 
        RowBox[{"sigma", "*", 
         RowBox[{"G", "[", 
          RowBox[{"i", ",", "angle"}], "]"}], "\[IndentingNewLine]", 
         RowBox[{
          RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
          RowBox[{"If", "[", 
           RowBox[{
            RowBox[{
             RowBox[{"Abs", "[", 
              RowBox[{"(", 
               RowBox[{"1", "+", "\[Micro]", "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
             "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}]}]}]}]}], 
     ";", 
     RowBox[{"pt1", "=", 
      RowBox[{"DensityPlot", "[", 
       RowBox[{
        RowBox[{"StabilityIndicator", "[", 
         RowBox[{"\[Micro]R", "+", 
          RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]R", ",", 
          RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]I", ",", 
          RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"pt2", "=", 
      RowBox[{"ParametricPlot", "[", 
       RowBox[{
        RowBox[{"{", 
         RowBox[{
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"50", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"GG", "[", 
             RowBox[{"50", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"angle", ",", "0", ",", 
          RowBox[{"2", "Pi"}]}], "}"}], ",", 
        RowBox[{"PlotLegends", "\[Rule]", 
         RowBox[{"LineLegend", "[", 
          RowBox[{"{", 
           RowBox[{
           "\"\<Discrete spectrum\>\"", ",", 
            "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
        RowBox[{"Frame", "\[Rule]", "True"}], ",", 
        RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
        RowBox[{"PlotStyle", "\[Rule]", 
         RowBox[{"{", 
          RowBox[{"Black", ",", " ", 
           RowBox[{"{", 
            RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{
       RowBox[{"Show", "[", 
        RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
       "\[IndentingNewLine]", "imesh"}], "=", 
      RowBox[{
       RowBox[{"100", "\[IndentingNewLine]", "sigma"}], "=", 
       RowBox[{
        RowBox[{"1.46", "\[IndentingNewLine]", 
         RowBox[{"GG", "[", 
          RowBox[{"i_", ",", "angle_"}], "]"}]}], ":=", 
        RowBox[{"sigma", "*", 
         RowBox[{"G", "[", 
          RowBox[{"i", ",", "angle"}], "]"}], "\[IndentingNewLine]", 
         RowBox[{
          RowBox[{"StabilityIndicator", "[", "\[Micro]_", "]"}], ":=", 
          RowBox[{"If", "[", 
           RowBox[{
            RowBox[{
             RowBox[{"Abs", "[", 
              RowBox[{"(", 
               RowBox[{"1", "+", "\[Micro]", "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "2"}], "/", "2"}], "+", 
                RowBox[{
                 RowBox[{"\[Micro]", "^", "3"}], "/", "6"}]}], ")"}], "]"}], 
             "\[LessEqual]", "1"}], ",", "1", ",", "0"}], "]"}]}]}]}]}]}], 
     ";", 
     RowBox[{"pt1", "=", 
      RowBox[{"DensityPlot", "[", 
       RowBox[{
        RowBox[{"StabilityIndicator", "[", 
         RowBox[{"\[Micro]R", "+", 
          RowBox[{"I", "*", "\[Micro]I"}]}], "]"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]R", ",", 
          RowBox[{"-", "4"}], ",", "1"}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"\[Micro]I", ",", 
          RowBox[{"-", "3"}], ",", "3"}], "}"}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{"pt2", "=", 
      RowBox[{"ParametricPlot", "[", 
       RowBox[{
        RowBox[{"{", 
         RowBox[{
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"G", "[", 
             RowBox[{"100", ",", "angle"}], "]"}], "]"}], "}"}], ",", 
          RowBox[{"{", 
           RowBox[{"ReIm", "[", 
            RowBox[{"GG", "[", 
             RowBox[{"100", ",", "angle"}], "]"}], "]"}], "}"}]}], "}"}], ",", 
        RowBox[{"{", 
         RowBox[{"angle", ",", "0", ",", 
          RowBox[{"2", "Pi"}]}], "}"}], ",", 
        RowBox[{"PlotLegends", "\[Rule]", 
         RowBox[{"LineLegend", "[", 
          RowBox[{"{", 
           RowBox[{
           "\"\<Discrete spectrum\>\"", ",", 
            "\"\<Rescaled discrete spectrum\>\""}], "}"}], "]"}]}], ",", 
        RowBox[{"Frame", "\[Rule]", "True"}], ",", 
        RowBox[{"PlotTheme", "\[Rule]", "\"\<Scientific\>\""}], ",", 
        RowBox[{"PlotStyle", "\[Rule]", 
         RowBox[{"{", 
          RowBox[{"Black", ",", " ", 
           RowBox[{"{", 
            RowBox[{"Dashed", ",", "Red"}], "}"}]}], "}"}]}]}], "]"}]}], ";", 
     "\[IndentingNewLine]", 
     RowBox[{
      RowBox[{"Show", "[", 
       RowBox[{"pt1", ",", "pt2"}], "]"}], "\[IndentingNewLine]", 
      RowBox[{"Clear", "[", "\"\<Global`*\>\"", "]"}]}]}], " ", 
    "\[IndentingNewLine]", "*)"}]}]}]], "Input",
 CellChangeTimes->{{3.7340180107334003`*^9, 3.7340180155843005`*^9}, {
   3.73401806863739*^9, 3.73401807413501*^9}, {3.7340181649194417`*^9, 
   3.7340182662218447`*^9}, {3.734018354853551*^9, 3.7340183660252953`*^9}, {
   3.734018396320915*^9, 3.7340184450254087`*^9}, {3.734018508572406*^9, 
   3.734018535904091*^9}, {3.7340801950732145`*^9, 3.7340801953029313`*^9}, {
   3.734080256189577*^9, 3.734080294435814*^9}, {3.7340804110361605`*^9, 
   3.7340804687701235`*^9}, {3.7340805007635193`*^9, 
   3.7340805043774652`*^9}, {3.7340805761959944`*^9, 3.734080666307002*^9}, {
   3.7340807000274444`*^9, 3.7340807150063076`*^9}, {3.7340807989013834`*^9, 
   3.7340808544177265`*^9}, {3.7340810126942043`*^9, 3.734081238992714*^9}, {
   3.7340812706756525`*^9, 3.734081329659399*^9}, {3.7340816864741364`*^9, 
   3.7340816865914392`*^9}, {3.7340819955891294`*^9, 3.734081997454009*^9}, {
   3.7340821166244516`*^9, 3.734082328027253*^9}, {3.734082402676426*^9, 
   3.7340825097808447`*^9}, {3.7340826431651745`*^9, 
   3.7340828169385366`*^9}, {3.7340828525812035`*^9, 3.734082852749338*^9}, {
   3.7340829125191646`*^9, 3.734082992225416*^9}, {3.734083073624341*^9, 
   3.7340830902569027`*^9}, {3.7340831401149335`*^9, 
   3.7340831485749464`*^9}, {3.7340832360456147`*^9, 3.734083239590917*^9}, {
   3.7340833144994173`*^9, 3.734083368739646*^9}, {3.734083404049553*^9, 
   3.7340834634758244`*^9}, {3.7340835125611506`*^9, 3.734083538326829*^9}, {
   3.7340835701509457`*^9, 3.734083726207947*^9}, {3.7340837591541786`*^9, 
   3.7340837677529254`*^9}, {3.7340838318470354`*^9, 
   3.7340838319533215`*^9}, {3.734083879654911*^9, 3.734083975679064*^9}, {
   3.7340840093355527`*^9, 3.7340840176853733`*^9}, {3.7340840815718822`*^9, 
   3.7340841923281565`*^9}, {3.7340842669436946`*^9, 3.734084385174075*^9}, {
   3.734084442494137*^9, 3.734084480026016*^9}, {3.7340845273314695`*^9, 
   3.7340845654177675`*^9}, {3.7340845969386516`*^9, 3.734084621079873*^9}, {
   3.73408466123405*^9, 3.73408466364968*^9}, {3.7340847394738846`*^9, 
   3.734084747828478*^9}, {3.734084830816511*^9, 3.7340848624226556`*^9}, {
   3.734084899622878*^9, 3.734084909511511*^9}, {3.7340850086647587`*^9, 
   3.7340850413891745`*^9}, {3.7340850861866703`*^9, 3.734085129172789*^9}, 
   3.734085176290762*^9, {3.7340853612540345`*^9, 3.734085422262121*^9}, {
   3.734085466921955*^9, 3.734085467847275*^9}, 3.73408555137319*^9, 
   3.7340856106435213`*^9, 3.7340856994443455`*^9, {3.73408590338459*^9, 
   3.7340859228229055`*^9}, 3.7340859676876593`*^9, {3.734086170689701*^9, 
   3.7340863564530163`*^9}, {3.7340864030966797`*^9, 
   3.7340865174769783`*^9}, {3.7340865821090264`*^9, 
   3.7340866119026346`*^9}, {3.7340866704782205`*^9, 
   3.7340867013044662`*^9}, {3.734087043182914*^9, 3.734087043869858*^9}, {
   3.734088373057344*^9, 3.734088582634679*^9}, 3.734088665301306*^9, {
   3.7340888622135444`*^9, 3.7340888712341056`*^9}, {3.734089101648878*^9, 
   3.7340891175103054`*^9}, {3.73408917366181*^9, 3.7340892414548483`*^9}, {
   3.7340892979479523`*^9, 3.7340892983893614`*^9}, {3.734089333620798*^9, 
   3.734089381686458*^9}, {3.7340894672475033`*^9, 3.734089499123412*^9}, {
   3.7340895316852503`*^9, 3.7340895736022053`*^9}, {3.7340896111198826`*^9, 
   3.7340896160371504`*^9}, {3.734089669314037*^9, 3.7340896987061687`*^9}, {
   3.7340897515412755`*^9, 3.7340897604563165`*^9}, {3.7340897929082513`*^9, 
   3.7340898312494235`*^9}, {3.73408986385233*^9, 3.734089896083922*^9}, {
   3.734095512685297*^9, 3.73409552331332*^9}, {3.7340956941660137`*^9, 
   3.734095697390746*^9}, {3.7340957295211787`*^9, 3.734095796639393*^9}, 
   3.734095873938182*^9, {3.734096001498392*^9, 3.734096123895645*^9}, {
   3.734096493177312*^9, 3.7340964937298775`*^9}, {3.7340973766362467`*^9, 
   3.7340973798281393`*^9}, {3.734097464635769*^9, 3.734097493565775*^9}, {
   3.7340975573567767`*^9, 3.734097690288726*^9}, {3.7340977382940702`*^9, 
   3.734097766436344*^9}, {3.7340978882413197`*^9, 3.734097900625499*^9}, {
   3.7340979568449163`*^9, 3.734098108283043*^9}, {3.7340982244587035`*^9, 
   3.734098226366659*^9}, {3.734099998409755*^9, 3.734100018166357*^9}, {
   3.7341012821805887`*^9, 3.7341013082367306`*^9}, {3.734106397102439*^9, 
   3.734106460849987*^9}, {3.734106531908045*^9, 3.734106532091649*^9}, {
   3.7341065952105813`*^9, 3.734106595387017*^9}, {3.73410716767669*^9, 
   3.7341071713764453`*^9}, 3.7341094958623075`*^9, {3.7341780860706844`*^9, 
   3.734178117965042*^9}, {3.734178150544279*^9, 3.7341781517305884`*^9}, {
   3.734178305834384*^9, 3.734178320106141*^9}, {3.734178445627533*^9, 
   3.734178453232585*^9}, {3.7341811312484894`*^9, 3.734181132825084*^9}, {
   3.7341814050491714`*^9, 3.7341814669877915`*^9}, {3.7341815065766315`*^9, 
   3.7341815307910075`*^9}, {3.7341816157851944`*^9, 3.7341816159968843`*^9}, 
   3.7341816620482173`*^9, 3.734181902150961*^9, {3.7341825058363504`*^9, 
   3.734182684241895*^9}, {3.734182763198316*^9, 3.734182771045438*^9}, {
   3.73418291773772*^9, 3.7341829349176254`*^9}, {3.7341830046854143`*^9, 
   3.7341830267741933`*^9}, {3.7341830795180435`*^9, 
   3.7341830805625615`*^9}, {3.7341831364696193`*^9, 3.734183144147785*^9}, {
   3.734183181574133*^9, 3.7341831909818487`*^9}, {3.7341832892901416`*^9, 
   3.734183292301715*^9}, {3.734183338271983*^9, 3.734183358402604*^9}, {
   3.734183580843091*^9, 3.734183610957222*^9}, 3.7341836419695406`*^9, {
   3.734183683512415*^9, 3.7341836963612556`*^9}, {3.734183726431035*^9, 
   3.734183731791771*^9}, {3.734183783141593*^9, 3.7341839044739647`*^9}, {
   3.734184189484274*^9, 3.7341841904777594`*^9}, {3.7341843316049137`*^9, 
   3.734184337016548*^9}, {3.734184379988364*^9, 3.7341843814238224`*^9}, {
   3.7341847349347377`*^9, 3.734184753336734*^9}, {3.734184812650799*^9, 
   3.734184857108726*^9}, {3.7341849121999035`*^9, 3.7341849161564083`*^9}, {
   3.7341849896698112`*^9, 3.734185001520185*^9}, {3.7341850319795313`*^9, 
   3.734185132905797*^9}, {3.734185177617736*^9, 3.734185240640007*^9}, {
   3.7341852725512466`*^9, 3.734185277899828*^9}, {3.734185330851336*^9, 
   3.7341853392447453`*^9}, {3.734185488560322*^9, 3.7341855196427755`*^9}, {
   3.7341856202687206`*^9, 3.734185626185402*^9}, 3.7341856773002443`*^9, {
   3.7341858883447294`*^9, 3.7341859934917192`*^9}, {3.734186063807863*^9, 
   3.734186130468809*^9}, {3.7341861654761705`*^9, 3.7341861991107407`*^9}, 
   3.734186235392787*^9, {3.7341862844346886`*^9, 3.7341862880424747`*^9}, {
   3.734186336257559*^9, 3.734186344619006*^9}, {3.734186384190189*^9, 
   3.7341864661440496`*^9}, 3.734186516296605*^9, {3.7341866158306775`*^9, 
   3.7341868102014065`*^9}, {3.7341869539622526`*^9, 3.7341870364379673`*^9}, 
   3.7341871998504443`*^9, {3.734187257991863*^9, 3.7341873201600733`*^9}, {
   3.7341873598665524`*^9, 3.734187411910656*^9}, {3.734187453112235*^9, 
   3.7341875281748776`*^9}, {3.7341875588660517`*^9, 
   3.7341875835012627`*^9}, {3.7341876250776644`*^9, 
   3.7341879048694787`*^9}, {3.7341879444914665`*^9, 
   3.7341881308575835`*^9}, {3.7342166603682632`*^9, 
   3.7342166812370896`*^9}, {3.7342628874710946`*^9, 
   3.7342629439864025`*^9}, {3.734263005753649*^9, 3.7342630097733417`*^9}, {
   3.734263072251133*^9, 3.73426307243462*^9}, {3.734263581703967*^9, 
   3.734263603450801*^9}, {3.734263845629693*^9, 3.734263862603861*^9}, 
   3.7342643604907618`*^9, {3.734264718097316*^9, 3.7342647244943285`*^9}, {
   3.73426488370774*^9, 3.7342649885886593`*^9}, 3.7342650645476665`*^9, {
   3.7342651782139454`*^9, 3.7342651854772615`*^9}, {3.734265227251357*^9, 
   3.7342652279672604`*^9}, {3.734265456994334*^9, 3.7342654574375114`*^9}, {
   3.734265540532925*^9, 3.7342655407204213`*^9}, {3.7342655978182716`*^9, 
   3.7342656206569757`*^9}, {3.7342677218897696`*^9, 3.734267722066214*^9}, {
   3.766540870040523*^9, 3.766540873207683*^9}, {3.7665409164090223`*^9, 
   3.7665409979828157`*^9}, {3.7665411148059626`*^9, 3.766541157925794*^9}, {
   3.766541191097047*^9, 3.7665412950562143`*^9}, {3.7665417537281923`*^9, 
   3.766541792875898*^9}},ExpressionUUID->"b7b2d7ed-3e1a-4aea-9f6a-\
4e8410fdcdff"],

Cell[BoxData["Cylindrical"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541315790856*^9},
 CellLabel->"Out[1]=",ExpressionUUID->"991af734-c230-4794-aa87-ed9bd6d3f2fc"],

Cell[BoxData[
 RowBox[{"positive", " ", "Right", " ", "side", " ", "weights"}]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541315800481*^9},
 CellLabel->"Out[2]=",ExpressionUUID->"27afbb5c-07ea-4a24-a43a-65a982713b2d"],

Cell[BoxData[
 RowBox[{"Left", " ", "Positive", " ", "side", " ", "Weights"}]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541316140605*^9},
 CellLabel->"Out[37]=",ExpressionUUID->"82bff514-90c9-4c87-8ae0-af105471357c"],

Cell[BoxData[
 RowBox[{"After", " ", "flux"}]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413164816523`*^9},
 CellLabel->"Out[71]=",ExpressionUUID->"f16b7e2d-46ac-4d6d-a962-e369c0679a3a"],

Cell[BoxData[
 RowBox[{"complex", " ", "number"}]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413165345774`*^9},
 CellLabel->"Out[89]=",ExpressionUUID->"8cde36ab-239d-4a18-b32b-03a037d4ecf5"],

Cell[BoxData["3"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413205552416`*^9},
 CellLabel->"Out[92]=",ExpressionUUID->"2b45e7e3-fc80-42ed-ab2a-b384231abd8e"],

Cell[BoxData["1.45`"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541320560447*^9},
 CellLabel->"Out[93]=",ExpressionUUID->"c26bca39-ccda-4df3-bf85-03e9fc13bd74"],

Cell[BoxData[
 TemplateBox[{GraphicsBox[{
     GraphicsComplexBox[CompressedData["
1:eJxlnAlcTtn/x5/nPiFCobFkXzKWGPvOuURkzzb2naEh2cZSogwaoagU2dcQ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      "], {{{
         EdgeForm[], 
         GrayLevel[0.8], 
         GraphicsGroupBox[{
           PolygonBox[CompressedData["
1:eJxNnAXYV8USxs85u0dFFFQQxEAkREEsDFIRBRWwQUEFARELExXBQrADBLGv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            "]], 
           PolygonBox[CompressedData["
1:eJwtmHnYl2MWx5/nue8HSaGkCKNS6bWUFl32RpMae2EkS4UWV1qQihANppEa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            "]]}]}, {}, {}, {}, {}}}, VertexColors -> CompressedData["
1:eJztmD1KBEEQhRvFGxgrnmRCTfUIgkaCubmRoacwMTb2Dh7ASEEQjU2UxQv0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       "]], {{{}, {}, 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          GrayLevel[0]], 
         LineBox[CompressedData["
1:eJw13Hk41N/3AHBUSiqispatRELJvl2yVEqIKKWUCimyVaRIpJBEKFlCKUJk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          "]]}, Annotation[#, "Charting`Private`Tag$2458#1"]& ], 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          Dashing[{Small, Small}], 
          RGBColor[1, 0, 0]], 
         LineBox[CompressedData["
1:eJw13Hk8lN/3APCZQbaUUNn3CJWSyNadRBvSQmglRSV7JEqU7FSypJQoSYki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          "]]}, Annotation[#, "Charting`Private`Tag$2458#2"]& ]}}}, {
    DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, 
     AxesOrigin -> {0., 0.}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLines -> {None, None}, AxesLabel -> {None, None}, 
     FrameLabel -> {{None, None}, {None, None}}, DisplayFunction -> Identity, 
     AspectRatio -> 1, AxesLabel -> {None, None}, DisplayFunction :> Identity,
      Frame -> True, FrameLabel -> {{None, None}, {None, None}}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLinesStyle -> Directive[
       GrayLevel[0.5, 0.4]], 
     Method -> {
      "DefaultBoundaryStyle" -> Automatic, "DefaultPlotStyle" -> Automatic, 
       "GridLinesInFront" -> True}, PlotRange -> {{-4, 1}, {-3, 3}}, 
     PlotRangeClipping -> True, PlotRangePadding -> {{
        Scaled[0.02], 
        Scaled[0.02]}, {
        Scaled[0.02], 
        Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}],FormBox[
    FormBox[
     TemplateBox[{"\"Discrete spectrum\"", "\"Rescaled discrete spectrum\""}, 
      "LineLegend", DisplayFunction -> (FormBox[
        StyleBox[
         StyleBox[
          PaneBox[
           TagBox[
            GridBox[{{
               TagBox[
                GridBox[{{
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, {
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, 
                 GridBoxAlignment -> {
                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
                 AutoDelete -> False, 
                 GridBoxDividers -> {
                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
                  GridBoxSpacings -> {
                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
             AutoDelete -> False, 
             GridBoxItemSize -> {
              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
            "Grid"], Alignment -> Left, AppearanceElements -> None, 
           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
         FontFamily -> "Times", FontFamily -> "Arial"}, Background -> 
         Automatic, StripOnInput -> False], TraditionalForm]& ), 
      InterpretationFunction :> (RowBox[{"LineLegend", "[", 
         RowBox[{
           RowBox[{"{", 
             RowBox[{
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    GrayLevel[0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> GrayLevel[0.], FrameTicks -> None, 
                    PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    GrayLevel[0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["GrayLevelColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    GrayLevel[0], Editable -> False, Selectable -> False]}], 
                 "]"}], ",", 
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   RowBox[{"Dashing", "[", 
                    RowBox[{"{", 
                    RowBox[{"Small", ",", "Small"}], "}"}], "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    RGBColor[1, 0, 0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> RGBColor[0.6666666666666666, 0., 0.], 
                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"RGBColor", "[", 
                    RowBox[{"1", ",", "0", ",", "0"}], "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    RGBColor[1, 0, 0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["RGBColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    RGBColor[1, 0, 0], Editable -> False, Selectable -> 
                    False]}], "]"}]}], "}"}], ",", 
           RowBox[{"{", 
             RowBox[{#, ",", #2}], "}"}], ",", 
           RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", 
           RowBox[{"LabelStyle", "\[Rule]", 
             RowBox[{"{", 
               RowBox[{"FontFamily", "\[Rule]", "\"Times\""}], "}"}]}], ",", 
           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
      Editable -> True], TraditionalForm], TraditionalForm]},
  "Legended",
  DisplayFunction->(GridBox[{{
      TagBox[
       ItemBox[
        PaneBox[
         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
       "SkipImageSizeLevel"], 
      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
    AutoDelete -> False, GridBoxItemSize -> Automatic, 
    BaselinePosition -> {1, 1}]& ),
  Editable->True,
  InterpretationFunction->(RowBox[{"Legended", "[", 
     RowBox[{#, ",", 
       RowBox[{"Placed", "[", 
         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413212516155`*^9},
 CellLabel->"Out[97]=",ExpressionUUID->"fbe9712a-5ffc-43de-b185-95c089ad080a"],

Cell[BoxData["5"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541321267462*^9},
 CellLabel->"Out[98]=",ExpressionUUID->"09928865-5a90-44db-8256-62a54955eb98"],

Cell[BoxData["1.52`"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413212704144`*^9},
 CellLabel->"Out[99]=",ExpressionUUID->"096d9175-ce40-42ca-8281-64e14f8a9a5e"],

Cell[BoxData[
 TemplateBox[{GraphicsBox[{
     GraphicsComplexBox[CompressedData["
1:eJxlnAlcTtn/x5/nPiFCobFkXzKWGPvOuURkzzb2naEh2cZSogwaoagU2dcQ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      "], {{{
         EdgeForm[], 
         GrayLevel[0.8], 
         GraphicsGroupBox[{
           PolygonBox[CompressedData["
1:eJxNnAXYV8USxs85u0dFFFQQxEAkREEsDFIRBRWwQUEFARELExXBQrADBLGv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            "]], 
           PolygonBox[CompressedData["
1:eJwtmHnYl2MWx5/nue8HSaGkCKNS6bWUFl32RpMae2EkS4UWV1qQihANppEa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            "]]}]}, {}, {}, {}, {}}}, VertexColors -> CompressedData["
1:eJztmD1KBEEQhRvFGxgrnmRCTfUIgkaCubmRoacwMTb2Dh7ASEEQjU2UxQv0
UjX1ve43ybKPpqb6q5+unqPz67OLndba/V5ru3+/d1dvPw/fz8vh7cfp08HL
cvJ6s/94/LpYt259fb1tnq/lcvN8/v9/79Zp+1Lnaf61PEflTONpzuZsznyd
xtOczXkG/jQ+o/KncVDnT9uXdesz6Nl12mtHZb37WG1+Rq2n1Qtt/qH5SeM5
Kh+aP7T+UGUnaj0tjtbXiVd2/tDqaDb76vkwm07jlu0Pbb/qPNXrWsV+L58o
ncaBNs+o3Pui7KvwpMUl2w4tXir7ouVt1b5UdBpnmj/W19Fp55RK/vu9tXZo
c5FKvKr8UbmP0+JC65M0nrQ8jMpPlXxWOS/U8806s4/R+MzGbVR/rNfGS2Wu
o52DKhxU9tVrP9vPqnq3vp1Om4ej3pvtvwpPlf2q5L9K3VXZma0uaPlD6wM0
vaoP0ObJqjhW8bEemz+j9v9s/2nxUjnvsrnROFflCS2fq/Y1ap6Pmm8q+UDr
JyrfT2jnNW097b3ZehUf2r5oc8iofYA2R6nUNa2+suOuUo/ZfNQ50+ZkWt+2
n7F1R7unVMWlyr717Thn28n237p1gk7rA9Zj9VHzinZPibJPm2eq+NO+c9Ly
Tf0cocWd9v2Ndl7T+n+Vn7R7pe87tfdBGgeaXsWt973Z621nHTtR613vWnVE
60vqdTSqTqv3Xn+sW7dunabT+jxNj+Lp+Gqdpyp8aP5Y19J/AUaGJBw=
       "]], {{{}, {}, 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          GrayLevel[0]], 
         LineBox[CompressedData["
1:eJw13Gk4lF/YAHCULUSEf4tQ9lRClkqHRKUSiigqSRHZi+ySJEu2soayZylF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          "]]}, Annotation[#, "Charting`Private`Tag$2554#1"]& ], 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          Dashing[{Small, Small}], 
          RGBColor[1, 0, 0]], 
         LineBox[CompressedData["
1:eJw13Gk4lF/YAHAzthbZKmVXREWKbInOSKuoJC1CWaMsIQqhRQsiJZUKoWSX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          "]]}, Annotation[#, "Charting`Private`Tag$2554#2"]& ]}}}, {
    DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, 
     AxesOrigin -> {0., 0.}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLines -> {None, None}, AxesLabel -> {None, None}, 
     FrameLabel -> {{None, None}, {None, None}}, DisplayFunction -> Identity, 
     AspectRatio -> 1, AxesLabel -> {None, None}, DisplayFunction :> Identity,
      Frame -> True, FrameLabel -> {{None, None}, {None, None}}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLinesStyle -> Directive[
       GrayLevel[0.5, 0.4]], 
     Method -> {
      "DefaultBoundaryStyle" -> Automatic, "DefaultPlotStyle" -> Automatic, 
       "GridLinesInFront" -> True}, PlotRange -> {{-4, 1}, {-3, 3}}, 
     PlotRangeClipping -> True, PlotRangePadding -> {{
        Scaled[0.02], 
        Scaled[0.02]}, {
        Scaled[0.02], 
        Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}],FormBox[
    FormBox[
     TemplateBox[{"\"Discrete spectrum\"", "\"Rescaled discrete spectrum\""}, 
      "LineLegend", DisplayFunction -> (FormBox[
        StyleBox[
         StyleBox[
          PaneBox[
           TagBox[
            GridBox[{{
               TagBox[
                GridBox[{{
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, {
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, 
                 GridBoxAlignment -> {
                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
                 AutoDelete -> False, 
                 GridBoxDividers -> {
                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
                  GridBoxSpacings -> {
                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
             AutoDelete -> False, 
             GridBoxItemSize -> {
              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
            "Grid"], Alignment -> Left, AppearanceElements -> None, 
           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
         FontFamily -> "Times", FontFamily -> "Arial"}, Background -> 
         Automatic, StripOnInput -> False], TraditionalForm]& ), 
      InterpretationFunction :> (RowBox[{"LineLegend", "[", 
         RowBox[{
           RowBox[{"{", 
             RowBox[{
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    GrayLevel[0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> GrayLevel[0.], FrameTicks -> None, 
                    PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    GrayLevel[0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["GrayLevelColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    GrayLevel[0], Editable -> False, Selectable -> False]}], 
                 "]"}], ",", 
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   RowBox[{"Dashing", "[", 
                    RowBox[{"{", 
                    RowBox[{"Small", ",", "Small"}], "}"}], "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    RGBColor[1, 0, 0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> RGBColor[0.6666666666666666, 0., 0.], 
                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"RGBColor", "[", 
                    RowBox[{"1", ",", "0", ",", "0"}], "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    RGBColor[1, 0, 0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["RGBColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    RGBColor[1, 0, 0], Editable -> False, Selectable -> 
                    False]}], "]"}]}], "}"}], ",", 
           RowBox[{"{", 
             RowBox[{#, ",", #2}], "}"}], ",", 
           RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", 
           RowBox[{"LabelStyle", "\[Rule]", 
             RowBox[{"{", 
               RowBox[{"FontFamily", "\[Rule]", "\"Times\""}], "}"}]}], ",", 
           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
      Editable -> True], TraditionalForm], TraditionalForm]},
  "Legended",
  DisplayFunction->(GridBox[{{
      TagBox[
       ItemBox[
        PaneBox[
         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
       "SkipImageSizeLevel"], 
      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
    AutoDelete -> False, GridBoxItemSize -> Automatic, 
    BaselinePosition -> {1, 1}]& ),
  Editable->True,
  InterpretationFunction->(RowBox[{"Legended", "[", 
     RowBox[{#, ",", 
       RowBox[{"Placed", "[", 
         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413220109215`*^9},
 CellLabel->
  "Out[103]=",ExpressionUUID->"57b38b70-5745-481c-a0a7-f12d5ef9279a"],

Cell[BoxData["10"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541322027739*^9},
 CellLabel->
  "Out[104]=",ExpressionUUID->"9f55d293-a64e-495b-9ddf-bb609ec9850a"],

Cell[BoxData["1.52`"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541322044182*^9},
 CellLabel->
  "Out[105]=",ExpressionUUID->"50bc0f06-4d0d-4ba4-a59f-55ca50c50489"],

Cell[BoxData[
 TemplateBox[{GraphicsBox[{
     GraphicsComplexBox[CompressedData["
1:eJxlnAlcTtn/x5/nPiFCobFkXzKWGPvOuURkzzb2naEh2cZSogwaoagU2dcQ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      "], {{{
         EdgeForm[], 
         GrayLevel[0.8], 
         GraphicsGroupBox[{
           PolygonBox[CompressedData["
1:eJxNnAXYV8USxs85u0dFFFQQxEAkREEsDFIRBRWwQUEFARELExXBQrADBLGv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            "]], 
           PolygonBox[CompressedData["
1:eJwtmHnYl2MWx5/nue8HSaGkCKNS6bWUFl32RpMae2EkS4UWV1qQihANppEa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            "]]}]}, {}, {}, {}, {}}}, VertexColors -> CompressedData["
1:eJztmD1KBEEQhRvFGxgrnmRCTfUIgkaCubmRoacwMTb2Dh7ASEEQjU2UxQv0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       "]], {{{}, {}, 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          GrayLevel[0]], 
         LineBox[CompressedData["
1:eJw03Hc8lt//OHCbZIWoyCjeVoomDcfKKEUySkgyioTQUCErITMhQkLZI/vG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          "]]}, Annotation[#, "Charting`Private`Tag$2644#1"]& ], 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          Dashing[{Small, Small}], 
          RGBColor[1, 0, 0]], 
         LineBox[CompressedData["
1:eJw13Hc8le//OHDnHCO7IUSyRSQNmrpORUrbqERWJWSUhsgusyhZUaFEMjLS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          "]]}, Annotation[#, "Charting`Private`Tag$2644#2"]& ]}}}, {
    DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, 
     AxesOrigin -> {0., 0.}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLines -> {None, None}, AxesLabel -> {None, None}, 
     FrameLabel -> {{None, None}, {None, None}}, DisplayFunction -> Identity, 
     AspectRatio -> 1, AxesLabel -> {None, None}, DisplayFunction :> Identity,
      Frame -> True, FrameLabel -> {{None, None}, {None, None}}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLinesStyle -> Directive[
       GrayLevel[0.5, 0.4]], 
     Method -> {
      "DefaultBoundaryStyle" -> Automatic, "DefaultPlotStyle" -> Automatic, 
       "GridLinesInFront" -> True}, PlotRange -> {{-4, 1}, {-3, 3}}, 
     PlotRangeClipping -> True, PlotRangePadding -> {{
        Scaled[0.02], 
        Scaled[0.02]}, {
        Scaled[0.02], 
        Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}],FormBox[
    FormBox[
     TemplateBox[{"\"Discrete spectrum\"", "\"Rescaled discrete spectrum\""}, 
      "LineLegend", DisplayFunction -> (FormBox[
        StyleBox[
         StyleBox[
          PaneBox[
           TagBox[
            GridBox[{{
               TagBox[
                GridBox[{{
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, {
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, 
                 GridBoxAlignment -> {
                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
                 AutoDelete -> False, 
                 GridBoxDividers -> {
                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
                  GridBoxSpacings -> {
                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
             AutoDelete -> False, 
             GridBoxItemSize -> {
              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
            "Grid"], Alignment -> Left, AppearanceElements -> None, 
           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
         FontFamily -> "Times", FontFamily -> "Arial"}, Background -> 
         Automatic, StripOnInput -> False], TraditionalForm]& ), 
      InterpretationFunction :> (RowBox[{"LineLegend", "[", 
         RowBox[{
           RowBox[{"{", 
             RowBox[{
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    GrayLevel[0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> GrayLevel[0.], FrameTicks -> None, 
                    PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    GrayLevel[0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["GrayLevelColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    GrayLevel[0], Editable -> False, Selectable -> False]}], 
                 "]"}], ",", 
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   RowBox[{"Dashing", "[", 
                    RowBox[{"{", 
                    RowBox[{"Small", ",", "Small"}], "}"}], "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    RGBColor[1, 0, 0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> RGBColor[0.6666666666666666, 0., 0.], 
                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"RGBColor", "[", 
                    RowBox[{"1", ",", "0", ",", "0"}], "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    RGBColor[1, 0, 0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["RGBColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    RGBColor[1, 0, 0], Editable -> False, Selectable -> 
                    False]}], "]"}]}], "}"}], ",", 
           RowBox[{"{", 
             RowBox[{#, ",", #2}], "}"}], ",", 
           RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", 
           RowBox[{"LabelStyle", "\[Rule]", 
             RowBox[{"{", 
               RowBox[{"FontFamily", "\[Rule]", "\"Times\""}], "}"}]}], ",", 
           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
      Editable -> True], TraditionalForm], TraditionalForm]},
  "Legended",
  DisplayFunction->(GridBox[{{
      TagBox[
       ItemBox[
        PaneBox[
         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
       "SkipImageSizeLevel"], 
      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
    AutoDelete -> False, GridBoxItemSize -> Automatic, 
    BaselinePosition -> {1, 1}]& ),
  Editable->True,
  InterpretationFunction->(RowBox[{"Legended", "[", 
     RowBox[{#, ",", 
       RowBox[{"Placed", "[", 
         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413226914163`*^9},
 CellLabel->
  "Out[109]=",ExpressionUUID->"b9104f8b-726e-4129-ad51-ce1c816d716f"],

Cell[BoxData["20"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541322707195*^9},
 CellLabel->
  "Out[110]=",ExpressionUUID->"0971c258-8e03-4b8c-9ed5-ca63e1dcf676"],

Cell[BoxData["1.5`"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413227097597`*^9},
 CellLabel->
  "Out[111]=",ExpressionUUID->"58e1507b-a901-4320-bd60-cde855c91985"],

Cell[BoxData[
 TemplateBox[{GraphicsBox[{
     GraphicsComplexBox[CompressedData["
1:eJxlnAlcTtn/x5/nPiFCobFkXzKWGPvOuURkzzb2naEh2cZSogwaoagU2dcQ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      "], {{{
         EdgeForm[], 
         GrayLevel[0.8], 
         GraphicsGroupBox[{
           PolygonBox[CompressedData["
1:eJxNnAXYV8USxs85u0dFFFQQxEAkREEsDFIRBRWwQUEFARELExXBQrADBLGv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            "]], 
           PolygonBox[CompressedData["
1:eJwtmHnYl2MWx5/nue8HSaGkCKNS6bWUFl32RpMae2EkS4UWV1qQihANppEa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            "]]}]}, {}, {}, {}, {}}}, VertexColors -> CompressedData["
1:eJztmD1KBEEQhRvFGxgrnmRCTfUIgkaCubmRoacwMTb2Dh7ASEEQjU2UxQv0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       "]], {{{}, {}, 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          GrayLevel[0]], 
         LineBox[CompressedData["
1:eJws3Hc8Vf//AHCz0iAVomiYSSFURt7IKoXKrMyIirIpoyItPsoIZWTTtWf2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          "]]}, Annotation[#, "Charting`Private`Tag$2734#1"]& ], 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          Dashing[{Small, Small}], 
          RGBColor[1, 0, 0]], 
         LineBox[CompressedData["
1:eJw03Hc8lt//OPDbVVlRyW7IrogkKfPcoqiIREOSkayUzKIykyjFW1ZIUjSI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          "]]}, Annotation[#, "Charting`Private`Tag$2734#2"]& ]}}}, {
    DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, 
     AxesOrigin -> {0., 0.}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLines -> {None, None}, AxesLabel -> {None, None}, 
     FrameLabel -> {{None, None}, {None, None}}, DisplayFunction -> Identity, 
     AspectRatio -> 1, AxesLabel -> {None, None}, DisplayFunction :> Identity,
      Frame -> True, FrameLabel -> {{None, None}, {None, None}}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLinesStyle -> Directive[
       GrayLevel[0.5, 0.4]], 
     Method -> {
      "DefaultBoundaryStyle" -> Automatic, "DefaultPlotStyle" -> Automatic, 
       "GridLinesInFront" -> True}, PlotRange -> {{-4, 1}, {-3, 3}}, 
     PlotRangeClipping -> True, PlotRangePadding -> {{
        Scaled[0.02], 
        Scaled[0.02]}, {
        Scaled[0.02], 
        Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}],FormBox[
    FormBox[
     TemplateBox[{"\"Discrete spectrum\"", "\"Rescaled discrete spectrum\""}, 
      "LineLegend", DisplayFunction -> (FormBox[
        StyleBox[
         StyleBox[
          PaneBox[
           TagBox[
            GridBox[{{
               TagBox[
                GridBox[{{
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, {
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, 
                 GridBoxAlignment -> {
                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
                 AutoDelete -> False, 
                 GridBoxDividers -> {
                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
                  GridBoxSpacings -> {
                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
             AutoDelete -> False, 
             GridBoxItemSize -> {
              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
            "Grid"], Alignment -> Left, AppearanceElements -> None, 
           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
         FontFamily -> "Times", FontFamily -> "Arial"}, Background -> 
         Automatic, StripOnInput -> False], TraditionalForm]& ), 
      InterpretationFunction :> (RowBox[{"LineLegend", "[", 
         RowBox[{
           RowBox[{"{", 
             RowBox[{
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    GrayLevel[0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> GrayLevel[0.], FrameTicks -> None, 
                    PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    GrayLevel[0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["GrayLevelColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    GrayLevel[0], Editable -> False, Selectable -> False]}], 
                 "]"}], ",", 
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   RowBox[{"Dashing", "[", 
                    RowBox[{"{", 
                    RowBox[{"Small", ",", "Small"}], "}"}], "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    RGBColor[1, 0, 0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> RGBColor[0.6666666666666666, 0., 0.], 
                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"RGBColor", "[", 
                    RowBox[{"1", ",", "0", ",", "0"}], "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    RGBColor[1, 0, 0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["RGBColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    RGBColor[1, 0, 0], Editable -> False, Selectable -> 
                    False]}], "]"}]}], "}"}], ",", 
           RowBox[{"{", 
             RowBox[{#, ",", #2}], "}"}], ",", 
           RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", 
           RowBox[{"LabelStyle", "\[Rule]", 
             RowBox[{"{", 
               RowBox[{"FontFamily", "\[Rule]", "\"Times\""}], "}"}]}], ",", 
           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
      Editable -> True], TraditionalForm], TraditionalForm]},
  "Legended",
  DisplayFunction->(GridBox[{{
      TagBox[
       ItemBox[
        PaneBox[
         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
       "SkipImageSizeLevel"], 
      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
    AutoDelete -> False, GridBoxItemSize -> Automatic, 
    BaselinePosition -> {1, 1}]& ),
  Editable->True,
  InterpretationFunction->(RowBox[{"Legended", "[", 
     RowBox[{#, ",", 
       RowBox[{"Placed", "[", 
         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413233117256`*^9},
 CellLabel->
  "Out[115]=",ExpressionUUID->"13d08336-edfd-4ec4-8c3e-8cdc1dd58c3e"],

Cell[BoxData["50"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541323327442*^9},
 CellLabel->
  "Out[116]=",ExpressionUUID->"110d7525-d94c-4ea9-8b64-f9e2ddb47bf9"],

Cell[BoxData["1.48`"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413233291283`*^9},
 CellLabel->
  "Out[117]=",ExpressionUUID->"22462138-66b0-4963-a3b8-e78754d0749a"],

Cell[BoxData[
 TemplateBox[{GraphicsBox[{
     GraphicsComplexBox[CompressedData["
1:eJxlnAlcTtn/x5/nPiFCobFkXzKWGPvOuURkzzb2naEh2cZSogwaoagU2dcQ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      "], {{{
         EdgeForm[], 
         GrayLevel[0.8], 
         GraphicsGroupBox[{
           PolygonBox[CompressedData["
1:eJxNnAXYV8USxs85u0dFFFQQxEAkREEsDFIRBRWwQUEFARELExXBQrADBLGv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            "]], 
           PolygonBox[CompressedData["
1:eJwtmHnYl2MWx5/nue8HSaGkCKNS6bWUFl32RpMae2EkS4UWV1qQihANppEa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            "]]}]}, {}, {}, {}, {}}}, VertexColors -> CompressedData["
1:eJztmD1KBEEQhRvFGxgrnmRCTfUIgkaCubmRoacwMTb2Dh7ASEEQjU2UxQv0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       "]], {{{}, {}, 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          GrayLevel[0]], 
         LineBox[CompressedData["
1:eJws3Hc8Vf//APCUESXKiDRE2aRQqXijxIdkFIWSKKVlZaRCIZkZ91qRvcne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          "]]}, Annotation[#, "Charting`Private`Tag$2824#1"]& ], 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          Dashing[{Small, Small}], 
          RGBColor[1, 0, 0]], 
         LineBox[CompressedData["
1:eJws3Hk8VN/7APCZqQiFQpstWZJSIpHUGVsSH5WytIkUkUTKUqKQpaSkJDJj
3/ed8Ayy7/u+7/vOjPV7/V6//un1ft3rzr3nPM9zz/3jOXyPXmg8IeBwOPWd
ONz2/xfKxFFLAAlw//+PKPf1/5xY8wnP9SAC/Ra8pLXtvx5+W5wPMlBpirbe
tpMyF/Km6jOR3tWh59uuf3LAHq5mI8e9pQ7bfnJiRdYr7y9SZGD6te2j/W5r
j87losX7rGHbrrNLaFedyUULlOHUbTN+ysk6F52HGs7kFm9bqCnOl/sJIJdD
xe3btnCkXNzBSkHDnlJz26ZUHo6xfk5BZy1UGVsxO77WPzJZTkFuvkho21Fs
Pu56wvno0C4tpW0fEk6nNn7MR6xMTUbbTueiGKkM5CMNJ3rPbV9RSG7OJRYg
yTXZzG2bNX5SEicVoIChsuFte08rp4avFaCxSvojbdvP/2PkGOedQmT5UVNj
22fjjLy+phciDYOD37adhSve2sH+D02aZjRsu1UaZ2Zj8Q8Rv4dxt2Ou7Wbr
nKz+h9oHtM22LXV3U0X/VBHaU3ateNu/ZnIymtyLUMkFvFAHZiZQE7w2UoRs
qTs9t11SEP09T7EYDZcPb277T1XDlnhwMRIlxm50YvZ9bdvG+aAEzSs//t2F
OTndM9q0oAT9bPWT78a88fz229zjpShpQ2Z12yxmRarMX0oRu+PF/J7t8VLq
5Hw4X4qeaJB9e7ePy3hPJGiXocmu1x/6MNNUBrNxuWWoton2eQDz15MXdYJd
y1Gr3O7EQcxizySEFibL0WUZtfGh7eP+0QsKGhXIKu+w7Ajmc5y/KT8yKlBk
fkP4KOark8seQ1yVSMxn8uT49ngm/dU571iJ/j0YrpzALBrVze86Uol+Tzc/
ncG8eeJIpnByFSIuChjNYebn4/1ge7AaLavucFvA/OzoPZVyu2o0XqhStYTZ
iljIytlfjURi+qWpmA8fVWt5plyDWq9WVK5ituwd+5MTW4PuabN/3sCszVqa
SMdQiyhFZl93kEjAttFrqW1WiwyF6dvpMPux/m7cCqxF7OvMOoyYzaayzkU2
1KJOtafUfZhr7h1coErXoaGFGd4DmE81KNwMelaHmIxufzyC2as9M16FVIdw
WfwcAph9i3SM/HbUIyE1Z6UTmD/0mBfIn69HogLxcBpz4GwM18TTeiS14zFJ
BvMBDf3qi9X1iO2/dAY5zFsNRYKDuAYkYfewUhnzj2g+Ow+JBrQhYGWohXlM
+Ktgl28DitvvoaSL2SfI1eZjRQPqnbv22RDzZ0alctHNBvTcUu+eDWZ96RZj
e4NGxLJ8a/oDZi3GrxlCPo2I/u5J2mfMu3vrdtSUNiLPa4LuQdvPx5D1i/d0
EzJZmjgYh1ntomxPiV4TolvsOZuFWef4bkFz7ybU+vIQVwPmqIizMRRqE7qd
wLnSu329N8YTT082o/il8pczmAffkE7s021GaxFXDJjJWD3xjyPrFzYjDx3c
IA9m7+77LQzLzaihX45bDLPI15Q9ycItqPvPdP1tzIVDtBcEzxZ0doCRPhJz
H+7cgRCdVpTz1tE2F/P7OInWGddW5JdbmNOAefTn61+yGa2ov6GmmhCI1TtW
vb3NHG2IpOkezYnZaLW58JhSG3pXP24uidm65JT1i1dt6KPV/rZnmPmkGBt3
N7QhjouTbm6Yr0TefadJaEevzvmgcMzZ3zn5g8+2oysMx3sGMXtetzG4+K0d
Bd17S3kRhM2f3LnU5/91ILrbTA4/MbNZh17KtutAtcGHnHMwD1k4FdDFdqD6
Y7+cmYNJILi2nktm7ETfE8a9LmD+PqN2bvJCJ0q/+YHBEPPt51Zh0sadSLVG
4EEhZt/QdOu6kk7EVmKrtoj52tW3rdwrnejTkZBKoRASdBBfS5gIdaGnBoTI
b5h9D99tIXzsQv4Nd+ZsQkmQ8nOgTkK+Gx1jfOWRgZlzXnPLwaIbMWaZMVMx
sw45CVYGdqNYG8qSfRgJnP2I9x5vdSNV5gehYeFYPWG8ZPgjpwdVpgaWLGJ2
LvO+1TvRg8SFfc9diSDBjgdznD57e9EQsPHNYoYsqfk+2V60VpxRrB9FgnLl
/Qa2/r0o38I78x/mq6xs4rwpvUjQuemxSDQJjmg7r/0r70XizPInNjHPLQm8
Y13tRePaew6VxZKAru+kVIROH/JXrfBSiCNBBLdTk5p5Hwp8R1bKx9zbxvJ8
3rUPaTxmDSyOJ0H/OpfrpYw+JP1BhHktkQQPRbgeNXD0o9IgDRXPJCxezm3S
EUT7keFbDWHBZGw+ZKkhYor9KCf2vyO6KSTQjLEq+vKyH32p/dyymUaCKgfZ
IOWafjQ/x3ohKZ0EdvVOeKvhfsQjvtpklEGC+NAbOqEb/UhpIGV/fyZWn/rI
o7hTA8hkbKFjTw72fnTr+5LlNoDsVefvDmDOuCT8Z4Q8gPoutufm5ZKAXCpA
5sgYQNY8U27OQILwNQVHi6EB5ItK09ULSRBrv5kmLD+IWFwG3s5XkGDiVo3P
j7VBNLUmdPNYFQlmn8bX5u8fQr01Ft91qkkgfKx+dfrEEEK3yopaa7H7Gwzk
UdEZQpOLGzSRZizfpAX811OHUGtZhZRXCwmi62n/nagcQrfYVAs3W0mgaPZ4
WnNgCMkdfiQz24Edn3JZjt83jPoS89bP9JOgYtfPw3pmw0jJ8TetYYAETqqJ
pz0+DqOOm+My74ew+PikfTrzzzCKPl25Z36UBCZnoiZYKoYRaUTS8/IsCW6k
/9HIOz6CIsvspX7jyGB9PMDsQN8I+hklxEbYQYYOOiWy1OoIimXGy1nvIsPm
Rc54HbZRtL9kScuVkQxIJc3AT2kU1Uus9CtwkOFm0j9OruhRdD8rupD9EBmO
H+c4KVs4itZxkZ8XjpDhYugBtvudo6jNkxjecZQMuQyyJv7MY8i2ZHjpnigZ
Ivj6eQ9ZjqG941wbQWJkmGYj95z3GEOKOKuQFQns+i4DFpphY6jPjzO1XoYM
MqsZjN9bxtDv6iENdRUyaKh0Lu2WHUfd1aZt34zJwLnLYnxy5wRaDLi2e+o5
GdalvY1380wgp92xKfdfkmEPLSaWX2oC/fvO6mH9lgzMgTFv7hhPoAtU7uxg
TzJ8t/Y4VFA1gWCehIK9yXDqGb9fx/AE2teQZZzhSwbqj5Mti1sTqPq5SwV/
CBn0lBkchMQnEbcVV8meLDKwtzg8cfGZRDJf08zy88jQfhMFByRMImNqO6Pn
PzLYxxO8Uksn0SO9ltvmtdj9Mvg49K1OIsdFAkV/jAyFtoffST2cQh+uuajx
sgbC+SVyVf3xabTDkafQgy0QZvmfKEmjadSi+riH7mAglDveNAzQmkZMa/y/
+HgCQehxFsnw4zQS2bWwuHgqEJQU/hYv9k8jfD6+WuK/QIj0aavZDJhBwZEZ
tXY3A+HKyizSTZtBQafjaxo1A6Etg6CYWzmDqrn49JN1A6EIp0Z4szaD9MwU
pYUtAqHGm/Wg9alZpOiYXnLsdyD8x1W61OM+i/YULaeZkQLhK2lg/vPPWVR2
7p5MZUggrNi4x0kFzSLSlnFaTnwgiHns0/HMnEWl99I0bIoCIbt+wlh6ZBYJ
84duflgOhCdZPzPtFeeQwZebb9bXA0GO3VBA6MYcEmKmf/Z5RxD8KbuMqu7N
oa9nak1HWIPgUzGn/RHLOdStePRawKkg4P3+cWdSEHb+aCz7qadBsK/tg1rV
5hwSQ9P3482DoJ1d+81Tpnk0y2n0SM02CA76XJHccWgelXv4JXV+CgID1yQ1
qbPzKJT1W7VmQhCYaQW3/jaYR7szBOKHN4Kg5EIlq3LpPNrVarlXaXcwpHyU
ut/eOI8+UKzdCvcHQwzTEa7nffNoINZxmU84GI7YBcx/W51HMfx7y01vB4Ok
xIWKulML6NKo9xW7lGCoM+YLOe+1gOjP/X27BcGwbuFhSAlYQFm+dZ8jKoOh
KueAo0r0ArKuSrI1Gg6GktWxrDuFC0ht6ZpqAmcIWESqL1ssLaA9pPyFsC8h
0D2V2u9wZxH5LOrm/fkTAkPnlmU2nyyivd0SjrkxIZCbsV7+9uUi8i9uVLEv
D4FIkwT3V58XkamB9EU6xlDYerhf8X7uItKulx146xUKgdG+SQS+JXRyA/d7
JDgU6IhPDC+ILqEvLgUMH1JDofz5+PkXF5bQUXlXy8utoeAn283XenMJlYx1
dk7yhYEMIauL5LiEnKmiqY/zwuDTqFHdxsASahleXW2sD4Mf/y7xC84uIday
0/Y2I2EwplxvrLq+hHZId4Te3RcOxold5T/Yl5HGXU2Ln0bhYCi41/uI0jLy
//F3UpInAq4ckeubCVtGPNNX+HadjwBm9r1oV/Iy6gsl6u1VjwANKW7Dw3nL
SHNw9E25PXa+kNvOy83L6KDlyUD8QASwvpkTs6FbQTcUz1pmpkeCd8zvmDjD
FdR9h31w7Us03P5hpkgvREX3y3XrXGKiwfrG8k7+s1T0RddGUL0sGvJuCD68
JEtFVo/mbnjvioFhAn/Tcw0qoglRhnAfYqC25ql1rj0VaeQb7k1xioXhlAg6
jhYqcnOMXz4ZFgsfS613He6nolvihd7DxbHgWVdrxjlFRUH53+WOMcWBA63i
FecOGord0dWZ4xMHR0PLl+nP0NAo+9SOiux4yFzq3fPNhYaYk7/9c+2NB8ry
QxlbLxoiDBpEfqZLgHG562S9PzSUO2l+weRWAlTvP0kQSaYhk44MQY/ZBLjX
H1UV3oUdLwj6T+dPIuzJGbdTOreKEmRjV17jk4FXMOn5Zs8qCpFoleHmTIbq
gMmJLxOryEcofWDxXDLspb9ffmRlFWkZhqidN06GgiSJH6eY11B+kWoJfWMy
HDRjrjsju4aUzlGqD6akwM2YXJfEX2uI97i4WW9NCkQ+EElgC1lDYhORe7sm
UyB1d9CwZfwa+uRsI2F5PBXYzH89P1m0hu7tOGpymJwKlkX1V6zm11Cdmd6y
g28aaNzsMbVSW0c8bJ0BIZlpcBXvhI/UXkc7NRV6NlvTwJITqTc/WkdVt905
HhxJB0uNNzRh23Wk4j37M4+cDsbKLNSwsHWk/jFxQTktAyaZrD7TNtaRRkls
MX5vNsjuG/rSFbOBIptV2wbPZkNZqIjCYNoGOhbF6r6plQ20PapWI7CB6lm0
XzUHZcPI/ndyAw0bKLg/x4Bb5i9Exj1sT1jbQGyXUpNPv84BGSRl73ttE12I
R83fD2DLtU8yyx+GNlGYQYoaWR7gyGcVTuaZTfSFs7hlxAyga/ruPh/qJqqQ
+NcgWgqgUN1x5zfTFvrz4+Bq6WUK/CrryDE9u4WOxCi/maFR4Gf3rQI5uy3k
4s3RVe9aABaCPL2X6HFEh4XEkctBBaAjm1seyoQjLve4nS/PLgB/kXM6DKw4
YhDTg5HL0wWwLMV9o+IQjmjgJWEfrFUIjWdjH4mL4IhD7C8/6Iv+A5HdbM6f
1HDE3gWKifhCEVhz2c//9xVHnEumuUawFsP9xmZHA28c0Z333sKl08UgN5et
ZfULR/xwPXSm2rgY+K505HiTccTNLMIBp/5iOMF58lRcAo6Yr8H/gdheAucO
nu/VrsERrd9Nmz4fKINMVcFwqz14YuGq4gu63eVAb3rUwIEVT0x7Wu1Teqoc
Ru6Emzuz44l1Z8Cz1KocDLm6TJ248ETXe65RmXsqILPJwur2KTxRorBI8gmx
Et4fTBFFqnjiUk3ssI9RJYifqCAwXccTyXptX+Y9K0Hv0eZQvQaeuPlh39Tx
7koQVp8p0rqLJ2beP3Tcw74K9u5TszptjCdONbrHKZRUg4/R7tHDLnjiAmGi
6PBcNWhO/RcW6o4nOgmyWx/hrIFvj46InvyCJ64yRhT5v6iBn9flP5/8gSc+
7mJ6e31vLSiG2TDSgvBEme4FOu2cWjgT/0S7MAdPTGlQr/osUg+KVYrHVqbx
RKTxPsKLWA+XBm7MwByeKNZ1Vjtaqx6CNKf8nBfxxDzj9QvsTvWQJFnjgF/F
E7vpSrjKO+tBxZbKXbaTQHxTquSR590AYSUFvz0OE4gTnlajc9EN4MtBid7H
RSCK57dzShc0gL+P8KPvPATifE/gro3ZBpCwkUh34ScQ/7Maq3p6vRFMdXd4
yYgSiMTfhadKWJqAdqgWV4kIxFz2VPvjwk3AkolrZJAnEGt993j7EZugjvUX
h4Iigago+3s106IJ3j7YbIq4SiDubHz9sbmxCewE9o1fuEkgvmdVRt9JzSCW
GHHrnT6BWFS+8Zk7sxnM45SemRsQiEYuM2Z/65qBbToiS/cJgSi7W2Ls9K4W
eHNpaPKUMYE415imtGjaAoVvSGpfzQnEaBsPwhJqBXkHg+mn9gTiA/cu9+H7
reD9fGlO7D2ByNF64deUbSvQH9pgX/hAIF4LXzkhm9oKv2PYI598JBAT6y9Z
tJ9og48UefcdHgTinv4vz6yV24DTQZvlzxcC8SmLeOqJJ22wZnX7++mvBOLb
R0z7qwPbAF3vfCf3nUBcJ73h5zjcDq3Hblry+BKI3vrNqfek2qE2tPypy28C
Ubjx+O0MzXb4MYG7MOpHIKYfHv4d970dlMTjdX4HEIhBzXlXfu7tgJtpWTxJ
wdvjF/Of06kOUNf9azkSQsC+Ol8edlHtgJRneR8OhhGIKiqGrWXuHXDhDkvm
4wgCsUtsT/tV+k44/V32cEoMgWgaNzrdIdQJok3++emxBOLGw3QrpyudwKYJ
+NQ47Hq631JYXLDz6bqk/RMIRAsbW43FsE5A5UHHPyYSiLN39kpPFXWC/BYE
PE0iEB3Mn0Zx0nWBOXMGC1cKgdihOMt9U6gLRqdNd0xiTjgQGu13pQuI986b
paUSiPFf3DuNXbtgULXV91w6geh5+KHxTEQXnDkTdGMcc7VxZJdbaRckmOi+
+J2Bje8JrWsrDN2QpppcN5BJINY9kDtRKdINHp7/7XXIIhBFOuNyUlW7wffl
MJktm0Aca/9aSfnSDRbSUtnCfwlE63Sz04Px3VDcsVsmCvP41yAWztpuKEpi
wvPnEIhr1/87XLi/B4J+LN8m5GLPh9svdO5cD9x6ztxuhJlVseBNpmYPpPFk
+BRjTsoTYbhh3QMWMSyuPHlYfBksFqz69sDztQsRLzDveBX6OzO7B7b67y5k
Yd73/o+9e2cPHBLxM9rATHp6xAB7kYKD9zGcDBCIF8W4uMRZe4E6wJf1AnPA
TdfzI0d7QSfgcWEAZomptUdhZ3tByDhAqAizVfRFP1P5XqC/K9UzhHk8eKVR
9lYvqD8NHNvCbGZQy3TgcS+8tVGRZ6Ng9zelKUV91QsV+uFDvJi9suhvDHzs
haJF0VpBzPszbqu3+PRCAf7upgDmzuv+Io0RvfDqYYQpN+Zrxie62jJ7wWzu
50EWzHcMZXVHy3ohNT5yjYb9XtsJfPhWey/IRj7h6MYcc+hHLO9kL5iyaOn/
xSzMhTe5utELibJ0nV6YvUIVmm2Z+2AmbZejPua/MVfGUnj74KDkyHURzOUZ
g37LYn3wO54oP4mNF0v3SL+cfB/MasdoRmDeLGLI+nmrD7jjC13uYVaLXWCf
f9wHx+xO1O/GfMLw8rSWVR+49DmcS8Dm68/jl7L/XPugWud5tDrm/9gMOTKj
+2DodmahDTb/9rWDnpdz+oBaY6m3A3PSQvndqqo+0NNy3OGKxUv+6K/iHXN9
wOH15rotFl+XL/69HUPoB8kD3XMjWPy5beTtu8feD6c13b5cx6w7JbpYL9UP
57sqQhiweLX8dYveX6UfkshrB+9j8dyRUi3w7F4/pHCSbSKweE8ScLvD79AP
qm4+88JpBGLwzcag+eJ+8Dzz3KIZy6/P+gNbtNZ+0ORVnpvB8i81UYSLYaIf
vh0LUiRgljY89vQyywCwqIbe2RdPIDYOv5HaqTMA4r7PRlujCET3ofcWV00G
gNc3ISEzkkAUDQ06/MNuAPRMbMS9sPogKrfySS5oAKZ0R3RPYfVj9EBn1cL4
ACR5qhCYArH84n/9PtZhEKQjHtEMfxCI+sn+ZF6vQTgbopo5idU3U/eTgb7B
gzDzRnTzmReBGHp/4eifokFIr5E9oO1JINKKvXlGmYYg99HsxR5XAtHm4q7a
z7+HwKpc2iPNlkAUfJEUqhMzBA/2SEC9NYHIl6lSKJI7BG2sl3TGXhOIwNmY
3t07BFuhBamElwRiSR9Nz1l4GM7Ln+0fwur96PeC8dzMYbhQl/3CVIdA9Ds4
EtlePgyVY3z8vFoE4lbrbeb1zmFQf6LBW3ELq8dSY6Fq+BFIeqgwwXydQIw6
n9TCf20E7pbEBCspEYixQVdHAjtHIOZllZCZGIHokpRy1m3nGAh85WELwhOI
ZH6NyYxDY/BKI0lRchNPfLQQ9Xbi1BjIa7Xo5GPvW54Y7c4HmmOwaNJyLH8B
T1QI8d14Hj4GaRoN7A+H8ETueS/N0yrjoNp55jJbCZ4YsPrRLf/bBNh8pL97
2xlPTPwiU/Zf2AQonDr6tN8Bj9XXoaGOrAmwHHQ89/Qtnri3aZfFRv8EVHqr
7br3Ek/cuWizcUtyEmgfXrzqeognfjGMVyK2T4JmzwCj5gU8MYpQf4UkMA0J
zJUee4ZxxNs37jMMSU1D+DvhyzO9OOJ5z0TPk6rT4Odkk1begSPat4hHZlhM
w9+zJsvP6nDEp0/THcvzpuEWO6FYOwdHfPU5kb9aZwbGfl2sa/yGI46acUkt
KM2CwkygntE5HPGEKiHE+fos3OhtNTc4jSMSEk/s4rgzCxHtgpo6wjiinv5l
T3HTWaBpnw84xYUj/uDl7Xv4fRbK6GflHXbgiKkvp2ftumdhIeOFiX/QFpoz
4A36/HoOLibQCkUrN5Hb2PXKNIc5OKVlU3U+dxNdW3IM6nKfAymOGs0z8ZtI
dmv8mBBpDvYbWs9Pf91EeXufmP8ungOjC6oVkRrY+hrZRuIOzoNuVWYMY9MG
Ouefy/AlbR7sWESnI6rWkV4QvdMdmAdG7q+2UTnrSG7/tefHyubBy8OH2z9m
HXmYBj2P6pyH6p3Lxeru64jXS2TP5x0LwCy87wpVYR29v/ZL+seNBQh5b/zo
TvoaejvNofNmZAE4KiNTHb+uIrvejT6f2QX4YFggMWm3iiq5GBriaQugNWF/
RtlkFdVO3y2uZVqEW3HPsusUV9F/RRJLHWcWoa5w1+wFGg1F0tX50Fsvgkpq
se+DhzRExyoW9Bq/BP9QQp4IHxUdPH4Uphgw8zecbthDRT987IT19i/BWQk6
fjPqCjJZnc+W4F+CIlOxnLc1K+ht857pH4pLMJGSnLpst4KoE7s4pF2WQOMM
3c5XTcuoeaPqT/HOZZhP42Kss1tC5QUd7QtMy+CeRzyr9RT7/n/mfYGTbRl8
Xnsk1t5aQtZ+1Ms6fMtAjoprDxNZQgLobuqnS8vwTzWtsa5lEXnKX4mveLUM
zOJHZKXFFpEaG3Xdq3sZrCVfhDu0zSO9jxSmlcFlyP1w1jG/cB4Zh85Yak4s
w+FSr15a3DxSWJmU3lxZhj97O9TUHefReyGnuU3WFaCmojUXkXkUfkWbNVNu
BbQ0drsTbefQmbsvK/sCVoCrWneGi3UWKbXdTO4KWYHm4sblmOkZ5DCju1Qb
tQIHWf3rGHNn0Ag1xyYgbQX8Uc/lr3dm0K1Tv/KqKlegS+sjY7rXNLJhKk39
SFsBRcrCxR+bk4iwTDBd3FwBq7oG6KmYROnkF5x3d1JBwP9+9eHfk0h8vP8a
IwsV2tKO4u5KTKIvd4yubPBTIdU8bmKv0QRq6DwfJKxGhaevJcsfVIyh6ewt
3p03qeB/hVhF/jWGBkqeX2zWpMJKjOr5eoMxtA8liOs+pMJ4W2LK7vVRtNIt
6bluQYWUQM9EODmKHo3IWZn9pIJS7aNv5m7DyIqDqJ70mwoFWtr/ldwaRv+x
P7AYD6DC6Vt7H7DyDqOdOzY/onAqdFzmnrdNG0Ij6daGr9KpEPcy3SC+bxBN
XtNg39VEhaGa01yZUgOo8kZQj2kr9vciSbtqdg2gfzoiKxUd2PnzvDkdDf1I
8r+YjRf9VEj7Gk1tftGPcFkf916focKayew37Yg+VNOj+s6QngY7Rm7p+7L3
Ij24/U2OkQbXOS/Mif3rQfeNX+ax7aWBt4w5w9GHPSgvu1ovYD8N6srEqyp+
dCPdCv6XStw0iEzSdHy41YmYiZHOw2I0SOCVawuva0PFGb57xSVooP2gqD/+
WRvq2cfj/kqSBrtivp+P2tWG9i2sqXdfoEGI/+lfry+0os1ClzZFeRq4G2qd
twxsRos/HmUrK9LgoX7cZzaZZlQmM2gnd4UG/2ZHeyMamtB9Lyby4Ws0WK8r
Moyja0J1Ior892/SIO1k4OBZ0wb0hGzcyXELu372jUs2uxpQ3lXnp8W3aXD+
ga16KqkeRYZOzjPp0OBj6RVr5ro6tK+9KkRYlwZyjO9nb0jWoqTZoBLfhzRA
zrHnfP7UIL/Hm0lbejSg6Li+sK2uRru4SxqTDGjAMiSjzSxehWL2t4hGPKXB
bJzcYXtqGUoooSSWGNPg4vGtCztPlyGzDHW1HhMaiLX2yL0zKEVazBJlC6Y0
wF/wilGpLkZWPh6Rs8+x8Zop6AnYUYxYSd/+DJrRYISvjTwsXYSSt9byksxp
8Ghm5ql2SCEy8oye+GSBjddipOL71gKkv/v7iXsvaTD2If0meW8B2jO70tRr
SQO75KiwfGsKaqzEK/i8wp7vrKDD5zuA2F7fy5N/TQNp1xh9p8JctLH+suu9
FQ3eB3o7KP3KRh3huPf7rWmwZG2jvw+fhWSS3532x8z84gCqNclAX42MRo/Y
0CA9sWbCsTEN/SMpxHlhzmDcf1HkciqahkC7Lczh/Fq4kohkNFzIofXYlgY8
STwsd/clobZz8hcomAvvzbwuXYpHXaerBdne0ECZdyK+sjQG6eqZcD7APLD+
1LzAPxL9Yqw9TML8ky1BP8YsDM3j8482Yy74yyLiLheMdOPpxXa9pYHbRE1f
tjAJ/WGyVj6JuSHq4t9b1b+QfdS44VXMJs2XzvRaeiGe2Cue9zHLN705XCLu
gqgV1rlGmPeKRn5yXnuJuLQsF40xJ2dY4GSz7wD3KSkJA8wsdG/Oklsd4OK/
MttbmOc7yw2vB3mA9AmZUhnMr7hPCB2N+QG3Vsk8hzHfG8lt+rLLHwSecb6b
3r5/yaCs5YRAMFdoGsjGvPPeXAt3VwjMdG9q2GMuT39OkmGMAIJofbk05nDb
vCeqUtFgluilOo6NV4fyLxf1x3EwZe/W9B3zQ6POU0FXE6GByGgsjvn8SZr/
/p4k8BSzpCvDxl8oZl/um9cpIHlEOF4L8yNnUk4rUxqc6ZXg0cbm80O7MIOl
dCa8P+4wUobNf+Y+1YS46ix4cGkrRwJzatSp4fbHf2G2atBzEosf8tJmJoNX
HjwRcvK4iJnzzaUWZzYKnKYv9f2AxRvL5RFLu24K0HFx9M5j8Rll3j1541UB
cH304+LBjAzOLp9CheDRTTEhYvF8ceLt2ibDP/AiXUUmWLzL8hjfdiIXwaGp
T/0aWL58SMf9xZeXgsDBSCIPlk+Rf42VE8PK4N3IlECPEZbfX3KOXv9QDj1O
fh/lntAgC58fdE+6Es6s/q5zw/L3tmLF+aCwGohTr/yEw/L7RVFpvj6xFk4e
DW9+fp8GKnJoZTSuFrSbn4ueuEMDwxvvnFvd6uAuTxQTvwYNrq2+6D53uQFe
8vJ5Kt+ggTHrbYkXMQ2wdiM6WV+dBl/kUxwDDjUC48cP41ZYPfLo+0TfNN8I
7Y8Lbgli9ex9w9VnkeHNIFhFFPpxhgZtb43awpnagUkjtJ9NlAYOimKdeJt2
CDL4/tRdhAZVCrPZaoPt4OD4tlNTkAYW6ut0STkdIJaznP7qCDaeSgMZsaZd
8O88w0wlgQYBvTOt/th3ZhX38eToLez9tPxvQ9qvF/xSfC3s16kgHqbNWFnT
C7UucQv0y1TQIPnebZDpgwbae5OQUSpcZ5O/Y8DaD/Qx319vVVDBM0Rq5/Os
AVi1qpVxKKXC9OW2zVrsO+SEyc53y/+o8GJC3lqEaxAOWe12qcilAr1D/dtc
+0Hgbb69hzWBCvKC/cz6CkMw7BO2n+4bFQQbY7TdsO+A3sZ3t7Y+UyFbyOS+
9NowhA6Uqc66UiGx6s5/nSdH4LKq2cssByoI0c182/IYgV0fntGPmWHv5xLL
qUT1UVD0uDREUaWCCDniV1TNGAT+qXaSUqYCV4ZOv8fWGMyL03GFy1NBM1jB
+9GZcfAkrV57dgE7/oFQOug5DqMRHrw+QlRw+BTZJ/ffBKiEhZAttlZArWpc
8FrJJNQY2N3Qj1mBz+Wct2YTZmAHy4+/xmHYeibxi0NV3wwIr86ZGZNXwMeV
HFbBMAsWjipl6t4rcGGr6bjNxVnYim5mSH6zAgFG8vZ3SbPw5ahbQa/yCuT8
yNeSfjQHlf2dzPs6l6FRWUhktW8e8lXFeFibliGiFH/JlzYPB2LF7tNXL0Od
wMN5kX0LkBd6xKkblmHlCef+08QFYBzX0xILWYb61L/FUQELYFVWT336dBls
VxSlTLUWgXQiq9RwagkYxKZfluUtQW2Akmzg0BIw1h3kfde4BJWLPnwNXUtg
SLQzFhhfAgW9AX3B6iUYKXyU8B/HMnh8Lf9jF78E1GHLHoZny/Bzeu3ExvMl
cJKMpPGyr0BV79i+D6OLYFaQuc/hPhUYRQNKqT2LMN977I63ORVqnMU3TFoW
od5VicnPmQr8CZEEVLwIAaNlHvaxVFjNPPgyPGQRgj48ZQtZo8JSoLz7mweL
wPdDsk7jFw2KKYmWr6sWQN7+2ib7v1Vg7xjJmfi3AFWKutEnm1bBT+DGWd2c
BUi41hMlObwKIbr4LKmYBUjlcfLg370Gw0U6+/LcFsBi/biioeoaDEryaPEo
LIAOryo41qzBC449c3rY90Xuer7kYtU61BS8GTeJnQf+k2yCz7rW4Uh97ZpF
yDyUO1mWNE6uQ7cmztnaax7MWiXZ3zNtQM5BnjW95/Ow2bqiff7qBmjqxjGm
CsxDy5zuJjdswPKn9X5PrzkwdcOKZ/AmMKDcxg+uc8CnWhsbn7QJvGm+r16+
mwMTN/2XXyibMKbwcVDNeA4CHj8wPNK9CTFGsp4jxDnwCZP5YnFoC1iCRP/L
mcHiavzO4L5PWzBwS0NJUG0WcqyJR53EcJQaz7MyvXKzkJsvlr14Hkeh3LvO
4Cc1C54G71h1L+EoZtUX7zHyz0LRJ+fpg9dwlFO2A+TchRl4e11bR9gAR/kT
y7s7T30GFq7GXfzrjaPcvud5g7pjGhov3nUJm8ZRlmvHn0bOToFf156IpAUc
xa50zkanawoodP0u6VQcZbXnRlZm+hQIG006RRPwlI1VAdW3xlPwpt3m1cUD
eIpXeRUnR80kPHkWdRUvi6csackrbvhNgJ9uhj+PI57CNv7Pu8R1Amr4+PEK
LniK3ueDvt6vJiB50+GM3ic8hS+3ZlFMHTNv4Jjzdzyl1UzklSN+AsRtfYet
g/EUw+MvOT2ejoOEa0Lsznw8RdXLIf+H9BiIr5BSgYqnaHTJImahMdg8OuY6
vYanaNuGTn5iGwPltnG3A1t4SvDd2J2e06NgkVV8SGMXgXL7n+iznNBRkEmI
8rLeR6C8eZ66VbhvFHR6hHe+EyZQdItda15vjQAx2fIqOkmgfOSMcTo5NQK6
t4/VrIoSKNE7/v4LLh2BoZknUQ8kCJSAk6Xt+Q4jcKTQKbv+EoHy0+RATsX0
MNCMGEPf3iRQrn4q6KF0DoPklYyC+lsEinmX3/dsrE4y0zvI8msRKCmyx2r+
hg/DtR72q4l3CZRJF8eCZd1hOO8qOPPGgEA5uxRrpF07BPsqbegbLQmUf240
5Jc3BNolPZH5rwkUw4/zyv2xQ1D5djQ/0ppAofz6vtfRfQhk/3v/yOAtgcLi
U/QWj9XpNj2q9ydHAuWybDTf7oxB+BQ4/yr4K4HyYio77HjoIFRenNdX8SJQ
HggdX/7PaxA8OhoKR78TKK+N+k8kPBuEocqDc6w+BAo9v+CRoqODsObuf5n+
D4Gi84RymYt5ENjpnHlfBhAoPIW57m/WBmBcyfZzE4lAkepMzVNrHoCKXYss
LkHY9fRmGq56DMCvfzu4PMMJFP/gJ/fabQcgPGxPeG4EgTJoqvLQ0mgAjrkZ
1g9FEiin1UTpcuQH4AfC8RyNwX7fPmQuktYPjDd1mmQTCJS9aufsrUf6ocZJ
p/hsIoFC0Jdo+6+pHzoSVy14kwiUZ1+vHNuf1A/nLfx2DSUTKEkaiWyrT/uB
peSu1eF0AuWvGMfx3dr9kNej/6MRs8JQrRaPUj9Mp95zccsgUEy16c8a8GF/
z3p4oT0Tm+8eyWkvln7oz9B9ZZuFXb/s2FTpRh/gNfybWbOx+3k92ni9vQ8k
DYRURf4SKAdGZ2rIpX3QbM/+OBaz8AG2s9T0PigslX52PIdA+eOP8HfC+kDo
4KSBP2bTexoqBd598Ljm083duQSK+NuD+885Yu55JWWGWe3htcfx5n2wlr73
cBXmaGHvkpz/+uBd13jn6zwsPqYrxm7I9oHRHfpiwDwikZkxJdIHb8ccMwlA
oGQ+hAveh7F1wbH6jMuYi3dI28jt7oPri6Yllpi/thq9pS73wgi5ejwI8+ds
J9XMoV5YTHktWIZZKSJh9n1jLzjsHHwzhnkwe/OlRmEvfA4lTWOjT/EStWw/
ldwL6j2izhyYOW5unmYN6gWfs9yID/Nrz/c26197YVp+7ZgQ5nGDsrw5+15Y
674jIYC59tEvhtnnvZA5XWXJiblA1Fdv5T5mi5kRJszFVk8r6NV6wcz6jvcS
9vsZG943+S72gumhaNtWzDEPdg08PtkL57q1LmZgvpRoZ5bI2QuMPi94vmE+
hV+g7djTC1mvJwQNMKfiow4AtQfOTRbeFsNcSoe/6dLWA9V/FuNWsPGjbX2P
f5DdA0Z3357LwlxxdFxGyb8H8o7pTLzC7Nprjb9k1wPfD39pEsHcTPPeq/Sg
B8adeJbbsflpNrYzeXC5B64U7r/xETP35xMKgOuBtkzlnFJsvmftxxp393fD
u5/kRn3MvOqmA48Ku8H6k5v4EhYvTA0/g666dIOkrkYFI+aUFmPDRqNuLD/u
7vmCxVuK1r16c5VuENCWJzNg5lBoLu3Y0w3P19lL5rB4deACo+jpLoiKOv/o
AWa9a87N7rVdoBsYdq8Qi+9fn5VV3/7ogrCSqdf2WPxnqbU8/mLVBYIFewIa
0giU0HzD14k6XfDy284z/Ji/2X0JOsHdBfWHeQKTUgiUIrffImPhnTB+N4PF
A8s/Z4E3eGf3TqjLUx9OxfJTLaX2kJhpJ2SuiMi1xmP5XpVyMudsJ/hMu35j
jiNQ1P1cakNzO0D7xO7ZC1HY+VWbv8sDO+BV6bS8FJb/rjHrw3jnDqD7NCNx
BqsPcRanToZd64AJdeUN5jBs/t4Tz0FrO2T7t7p5BhIoPVN28xY57bBoxiys
TyZQXPhnzc8HtsPcB2+H01g9knSeK180ageFe5THWf5YPhw8mKZMbQORvfqP
v2H1LV12jUuNqw0mSbnHrnwmUII5dy00bbbCq5kxtTB3AmW6WonndV8rKEkn
fNh0JVCMZwK+LYS3glXCBS6yM5avVe7Bc+Kt0FjJ4vn7HZafrC9WV9RboJPE
d8bajECRsz5ysl28Bc4LtTHYmmL1e1xzf/2BFrif8OPcaxMC5buc5KEdPc1g
d8z/831DAkVA5paziXkziPenZI88wOZvRsRV41cTtFCslxdUsXrblXDyu10T
VDzN6v2jgo1ncWjxiH4T+Dm91CcqEyjvHt6faDzVBM+78NLW8gSKiN6TCxmF
2HfMk9S0UGkCxcNorixgqQGyHqw2EQQIlByhxolLnQ3Q80ZEVpsPe5+Nh/Av
FjSAY/KAQzgPdjzGrzX4WwPcIucnSR4mUDqy95kwiDZA18HhiweZCZSV8hXt
NeN60EuZrxlfxlN4ig7xeN+qh/lPhB6+RTxlqMhK6PKlengy0Zp0ew5P8UtN
WK1irYe8d3eT4ibwlNX+Xz8bM+tAxUPsnWgvnjIm6mNut6cOrv18ZWlUiqfs
dEypUF6phWD7SIv7RXjKIvBoCPXXQt15z+f/FeApMxYirVyZtWB4oseUPwdP
IT50dJ15XAsuL79NkxOw9cJZWwUN5xrYI/1aoPsnnvI2io6gdr8GNrOocT+w
9YeT94+8Z+dq4I9hhpnyVzzl28cZDu6hahgTkgwNcsNTrtv8ennlajV8/Cep
cOItnjJqJ8QYx1EFjLyHXrg9xFMqZKIYPleWg13OGQWyIJ4yvbdRciiqHFLF
r+ss8+Ep5psj5Y9cy8GSvez8NR485T0vw85S+XLYDO65P4qtp4T0Z20u/C0D
FfrRyE16PMW4dFI2PrkUUgasDvqM4SiHiLlvXP8WQ/2ZD5Uu0TgKn3mDulRA
MazfmP3vXTiO0l0ltrjboRiKTKW2zINxFPX7D232KRQD9VzFxnU/HOWR6dHS
tMoi+IYTLZh0x1FE2m0vXR7+B9L/XnGFPsVRXl5zkOw5WwiqkenmvAI4yqgU
391XHIUwnvDniAEvjsLcwjV+mlYAsTvbR0KO4CgcllbzbPkF8GpSZ41rH47i
GFIr4q9RACOrOV3ta1vwkSGE9ZNdPjRKfnbjiN8CpsXHZ549yoeiQet8xdAt
aGN+fsX8aj5wbyykm/ltQdrerfUh9nxoqzNbTHbZgkLrhEG7BApclRBz3NDd
guspT065NANkM0zyBDFvAb1Vmn1iOIDogxBrh53Y+fyC0bzWAL82d27qrG7C
SxKZUnEIQDHgYcLG0CbU2lNvaD7MgweX3j9mzt0EPpbMaBwtByh3cLtvmWyC
5rk/rlceZEPKTxbSr/wNSCxjOa8inQ137/WcJmdsQJtayhFHtmxQjPmnEBK3
Aea5+Maf5Vnw4+sR5qDfG6D66jwf8WIWSE2yJ1tabMCn06n/bIQyYZDH97vt
0Q3gv/Xwqix/OnA3n0s5YbcOk5Riofid6eDx6btqhcU6dP1U9bgxnAb3x28R
TIzWQS/40Dmh6DTIYj7dRdJYh3/XdcZYzqVBScHH4mHhdUj5FG6WeiMVLivV
qC40roHA8RPGGzHJYDn8TZf75Boce7b6iN0rGfbvVGV24V2D0vRDbg+skoHh
xbWNCbY1CHvu9vSjXDJ0y1rHJayvQiPP132C7UngPFs1cKB6FZhODvmYsyeB
N/2Rrafmq/DqW0Gq53oiNH/rpUU8XgUtIVeNjsFEiA5JcRzUWYWTJ64IbKUl
wuEZ/Ztacqvw9Ns4xeRuIihVFj/h3r8KejwqvJe1E+Da5XCzSyk0uP/gZAub
aAJ8sf/xSjuCBssNw9fRjgQ4I2B+84U/DajE5MyfifFw5cm9IF8nGqS8ceqT
YImH6T8J++tv0cBy2nmoriMWbvpWTw0sUGH/sHPq+4RocGXOmCKLU4Gl3vl+
2ddokGGj2aYJUSH67b1T2ubRwKE+bFp2hAoq0WKRRPFo8NL0+jFJoIK5t2IX
yoqC3xWp1442rEBoyrC+T0MkJIRPXyJargAPV10ZPjMSCAfCSi8ZrYDEg590
sX8iIfksdfrCvRXgq7n28q9hJOzfQ+A8rbACzGMTKn83IqD4l7kyHdsKvN35
+OvY+QjYaOT1tUlehucJU3fYeSMgYJJHVT98GVTcZoes6TEfyS276rcMMvbL
xSOt4RD2/Ywku+MyODnV3NezDwec/y22gJvLwPn06hWDhjA4nvzxhu0s9v2f
Z7tDIiQUFNbEN5+LLsHSYYW9099DoUf5gg39sSXIamaIqXUMBWm706KBB5bA
1LjxC5NBKDzboXq9ZmsR6B0XTW8IhsIngYcRAvWLMODootSRGAIxdkKScVaL
cPFAfchMcAiQcp5JXny2CI7LPQ+P/wyBvGslHqUPF8HQ4O3klm0I0NXpKvdd
XYSdW86K6koh4LM/7TAT5yKcOMV8Wrg/GCadHvvIwQLc/DSpd7s5GPbQbpUW
pSzAlROy6+TyYFhhsDZRiVwAwdpp6x8pwaDw+cKu614L8Hjry+CESzBE+8vm
3jJYgEtKMtZHJYJh36rtS0X6BXixsZP7+IlgWLqprEFZmwfyoWobFd5gIOE8
Mi/OzkNE4s4XvUzBYKYWx322bR48mbxEbw4Hwa2ow2YHYuYhmGP4697AIAhy
eXqpUn0eMtUZ3Qm/giC4w3RFWX4exB9m7mb3DAK6jMwLhZLzEMMy/PWzXRD8
jFy8n8k1D9yZqQ5Fd4PgSEevUsD4HBRT/ome4gqCcL/aJg2XOciz3JorZw8C
tQr3vyW2c/BE00PacW8QxLkqINnnc3CP84POha1ACJXKEBS4PQfuzX9VCwcC
4Wr/2LcZvjmYf+VjuT8pEMzX5kdf584CU0+RM3dMIKxmqVweSpyFRVu7l5fC
AsFqEyneDp0FhT1tdH9/B0KhzX+GZz/PQvMpDt4Ip0Co/MV3dFRnFix7uP3Z
7wXCJ4ZBn2+jMxAk3qNzWysQLIlFKoY1M3AZbxQddjMQdrz7+O5i+gyET3Ir
2F0NBJGvjWaDTjPwJEJmZeF8IEQ5zEWJ8c5Ap+2juYEDgbBZeWc9RXMaDj04
5P+ELRB+PfCtP315GpyG/zAtsgSCfTz3zSihaejXl0w+zxAINJl+1YCVKRD/
ccqGRCXD/NfuOx9+T0FLbf4Hw3kyxGUue9M+TEHhm7FxpUky/L1f7mBhMgXF
SaHVKr1keGJ41ELv4hT842L31y0jg6ymbJtM1yRc1Vu4315IhsqWNUgsmoSV
hEnzZ3lkeNnArS8UPwmX3i16VaaQQVkuuJnVYRIuTr8ZcSKTIdI4Lbr/6CRE
vAhe9HpDhq9OUPXm8QS45DmfuWJFhuU7bjWTahOQGHcFt+clGbj0Sv10JSfA
Cwl9rDAmQ/vp/V5ydBOgaJ11jP0uGXJ9Vth2RY4D+5U4lutaZFCzyrB5/W0c
VgeO9P/WIMPcO8u4IZtxiNddNtJVJYOo9rx7kco45HgcexJwiQx8tgQBp4kx
UBHnG70pQwZXi1ju+YYxMBx7n8suRYZVOekpvZwxcLfQIv0TI8Nnzb+sl7+M
AR3Bj6FUAHse3jt2y6fHgOGUo50kCxkO3d56rfdyFOLZ2eqK9pAhNrO2QOHe
KIgxHj6nz0gGm+rWWSHFUciZuuqeuYsMKrui5ic5RkGHKwMNrZMglBbhb501
AuEv8hvLVknwn6of7m7wCNiFuatkUkkQEV15TfbzCHzU3JJLXiTBh4NN33AP
RoCFbPPtwBQJBOyvz7riRiC/pEX+ygQJNgROeBiPDUP+cESu/RgJWJu6WVXr
h8HnV7IrwzAJFuK/NO8NHYYFnHO3Yw8J2B+Y6X5XHgadgZ5LYw0kqL+zkf7L
cwi0C1789qknQf5tOlYb6yFoDxCru1ZHgkOkdW0dvSE43pv1pKSaBGl3dqYf
Eh8CKmvpceZyEsxp2qf4Ng2CwKqd0UwpCd7tpXnY5A3Ch16L2OYSEvwQG9bW
iRgEQ7N3velFJIgPlC88aDsISN1L5m8+CZiYp1d+cg1C4MaviTIKCcxJ049f
7xoELSbd7i4gwbVV36Lb0wMw+H3xFEceCQKk5x6xUQbgunQRNS+bBHeNSOzf
DAbg7vsLxKUsElBzBwRfqA3AwrTWITHMzh8KT6lLDkBjDvF4SgYJPNikuPbQ
Y9cbSnOdTCWBFgvN1TW6HzpK5VmlMN/5Ian+wqsfXP/8lHFJIUGKnBSjtk0/
TNuycYgnk6CNzvWx0JV+eNHlq5ObQIIveZuR//r64KPJpoEI5nfjbAKxpX2w
5nDynn88CU4ylvl4J/TBTVW5TLc4EswnjRs8etcH6n7yM54xJPi4mhK8dagP
dPZZHzqMeWCHbe/wVi/80fnuER5NAit7i4PVw70gMr7OWBFFgr/CKRZ/UnuB
72LV7Ha/3Nmjmj+d/HthecC5dS2SBJeOdiabOPbCiOi0kTTmNEdip/SNXmi2
ejvVHkGCvisvRnmlemFtOEzsPWbTbsEZOp5ekH4QHV8fToKfGq5tUS090CPc
VvszjASnVD7e6WPugeP/MtzUMDsomx1L6OyGGpEtx12Y1eIC++2iu+HQwgU6
+1AsPpN7VQ5d6YaCL+6WlzD7HTWZG2LrhpY56sRmCAkKg895pfR1wY+++DJX
zEpVr7LV33XByXf/cVzHrLx6V5FLtQtOeWVLH8IcecOgZOwQdrz2enNCMAn6
h2KznFM7gWPoo8BCEAl+5wfczp7ogO7HjEMlmN1DDsW5ZnUAY/sYHwnzc3UZ
nKZrB4R9ERtRx/xzkvvXzLEO4D59994JzK4HJDpyZtuxPHrEvwsz7cPPI5/y
2uFqSKMbZbvfc6Tzs8DddpjYCmYLxBz3d0/e3PF2SMIfqHqP2cKLdzJvqQ1q
zZsjlTCnStvK3vFqAwYtONRJJgHu+c+kL6Wt0HbncV4R5qnLEULpv1uhvvGg
RCLm5SO4390mrTBVXWXhirnjRd/rM3tbgU3znNgrzJ8ifvZqd7cA2cY8XB/z
vOno1fcJLSAf5hV6GfProuz9dTdbIMm0le805lA3/Ve0Yy3QbZwht90/+xMt
NfAtNsOlgf80cZjxbKe+vPRphgTtiCsVJBK04zLG2DqaILQuTAMwv6uNlJWN
bYLd4/KdKdv9w7NMno/fNUEBw5A2CbPi14en0nibQHhoVu4HZo3UZ7Zds41A
ORv5+xPm3rdHi3YVNIL5mIzTdn/xgdJ0Ha3HjWA3MrDXHPMOSmKgvWQjvE+o
XzHCnKDkPBJO1wi32Hk7dbbvp3bQYiWyASS5d9bexDys55rG+6YBZDdlD6hi
Xvl1mqqs2gDvOaO/XMbM9Cj5je9UPbbOZ8uSxpzWGZRNyauHhy7SJyUwN9T9
pY1+rYfZn4Q2YcxCEV6vL4jXQwjhHct2P7bhXt1k/R31oNKj68iL+fDm62n3
xjoQftrIdhDzs8/hj9ut6kBeukGUDfN19yoS4WodzDCwvGXBXN5yv1XkcB24
7m4M342Z1aZa5e3fWniMND7swjxyOfdDiEctCLcvuxAwOyqIZlU8qIVLfOp7
tvvPU90ihLhwteCW+cptuz/92F7bLLfgGrjbEym83b9+z6FWoE2xBrJdVCa2
+9tPnnz49cRINZg1FVZv978nvTpNs3WvBpPG73Xb/fGfDJQflZ+shkoeNL/d
P78vPLn8SHUVyGx6u05iPiEe9Pvv/ir42exJ2+6/J4ifw+1JqwTtQUbnse3+
+xVpw/valaCyWiO43a8/65teEUurgFORSV3DmH0GU8Q2/Cvgzqxn9Ha/v/VD
qZ//Xa4AlvWbn7f3A0hXUaYF9JZD0YGnzv2Yv/EKUC4LlgObavj77f0Ezjy5
VB6VUwaufVHftvcboDweaGC/XQZgIJOyvR+B317uLoeJUri2KTqyvV8BD3V2
aNyxFMyZjE9uG2f8ZFrzSCn8JXfZb+93cPH2+2VKUgkcOPi5d3s/hAY95c2T
KiXgEv7u+rbdJ2DXr95iODxRVb69f4ITw8wegk0xRDsE3ty29+c2tucsxRD3
TXBgez8GbbzzkdbwIjjzytd+21F/548qXC4CMTnEv+3G6hPH45v+gY6pSe32
fg+uHKKih5//g3P6rz5uu0oCJ/G/tbAc2f9c5aAjiP9gxjKL97MP7z/4cS8L
iB/RqGwXZXx4f/HtB2dB501M/1npfPTUof3+xSvm3ACfT7DGwyDp0P6p2bML
QPw3L/b5zv55cH+fo4cniH979qYgtokH9xc/dQGff2ER1RVeqHFwf0SqHjuI
nxjvEXNn/4H9HLNXvAadnzH90LsE9/AD++VuxV4G8Rd8+Hcq5e7+/V0L/+0F
8a+s+HHZimf//it+jqtB/K/i5+4IWO/bb3Th4SwQPyu36emzzL37V8Qu7AHx
D82XeLdnxp79Xw3cGkD8yoLJ3yYd373f0252KYi/K//rv4xvu/Zzf8rPAfEf
/HVgt1fdtd/7WWMwiG8bukN9+oNt++XcHN1BfJtjMe7vZ2/eL3rnqSOIX3Ow
Ic09fMP+b9ovwOeTPFm+g8teddV+9h2mYH5y0Bsgf9Z+2HkmhewiCXfkdu0B
AEUFkLM=
          "]]}, Annotation[#, "Charting`Private`Tag$2824#2"]& ]}}}, {
    DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, 
     AxesOrigin -> {0., 0.}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLines -> {None, None}, AxesLabel -> {None, None}, 
     FrameLabel -> {{None, None}, {None, None}}, DisplayFunction -> Identity, 
     AspectRatio -> 1, AxesLabel -> {None, None}, DisplayFunction :> Identity,
      Frame -> True, FrameLabel -> {{None, None}, {None, None}}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLinesStyle -> Directive[
       GrayLevel[0.5, 0.4]], 
     Method -> {
      "DefaultBoundaryStyle" -> Automatic, "DefaultPlotStyle" -> Automatic, 
       "GridLinesInFront" -> True}, PlotRange -> {{-4, 1}, {-3, 3}}, 
     PlotRangeClipping -> True, PlotRangePadding -> {{
        Scaled[0.02], 
        Scaled[0.02]}, {
        Scaled[0.02], 
        Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}],FormBox[
    FormBox[
     TemplateBox[{"\"Discrete spectrum\"", "\"Rescaled discrete spectrum\""}, 
      "LineLegend", DisplayFunction -> (FormBox[
        StyleBox[
         StyleBox[
          PaneBox[
           TagBox[
            GridBox[{{
               TagBox[
                GridBox[{{
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, {
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, 
                 GridBoxAlignment -> {
                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
                 AutoDelete -> False, 
                 GridBoxDividers -> {
                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
                  GridBoxSpacings -> {
                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
             AutoDelete -> False, 
             GridBoxItemSize -> {
              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
            "Grid"], Alignment -> Left, AppearanceElements -> None, 
           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
         FontFamily -> "Times", FontFamily -> "Arial"}, Background -> 
         Automatic, StripOnInput -> False], TraditionalForm]& ), 
      InterpretationFunction :> (RowBox[{"LineLegend", "[", 
         RowBox[{
           RowBox[{"{", 
             RowBox[{
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    GrayLevel[0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> GrayLevel[0.], FrameTicks -> None, 
                    PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    GrayLevel[0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["GrayLevelColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    GrayLevel[0], Editable -> False, Selectable -> False]}], 
                 "]"}], ",", 
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   RowBox[{"Dashing", "[", 
                    RowBox[{"{", 
                    RowBox[{"Small", ",", "Small"}], "}"}], "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    RGBColor[1, 0, 0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> RGBColor[0.6666666666666666, 0., 0.], 
                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"RGBColor", "[", 
                    RowBox[{"1", ",", "0", ",", "0"}], "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    RGBColor[1, 0, 0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["RGBColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    RGBColor[1, 0, 0], Editable -> False, Selectable -> 
                    False]}], "]"}]}], "}"}], ",", 
           RowBox[{"{", 
             RowBox[{#, ",", #2}], "}"}], ",", 
           RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", 
           RowBox[{"LabelStyle", "\[Rule]", 
             RowBox[{"{", 
               RowBox[{"FontFamily", "\[Rule]", "\"Times\""}], "}"}]}], ",", 
           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
      Editable -> True], TraditionalForm], TraditionalForm]},
  "Legended",
  DisplayFunction->(GridBox[{{
      TagBox[
       ItemBox[
        PaneBox[
         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
       "SkipImageSizeLevel"], 
      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
    AutoDelete -> False, GridBoxItemSize -> Automatic, 
    BaselinePosition -> {1, 1}]& ),
  Editable->True,
  InterpretationFunction->(RowBox[{"Legended", "[", 
     RowBox[{#, ",", 
       RowBox[{"Placed", "[", 
         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541323864651*^9},
 CellLabel->
  "Out[121]=",ExpressionUUID->"9a388e03-280d-4cf9-87b6-7a6f8e195684"],

Cell[BoxData["100"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541323881753*^9},
 CellLabel->
  "Out[122]=",ExpressionUUID->"7ca3e19d-70a6-4c21-9273-d8159100fffe"],

Cell[BoxData["1.46`"], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.766541323884077*^9},
 CellLabel->
  "Out[123]=",ExpressionUUID->"eaa3225f-19d5-438d-8d9e-9c1a05614cfe"],

Cell[BoxData[
 TemplateBox[{GraphicsBox[{
     GraphicsComplexBox[CompressedData["
1:eJxlnAlcTtn/x5/nPiFCobFkXzKWGPvOuURkzzb2naEh2cZSogwaoagU2dcQ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      "], {{{
         EdgeForm[], 
         GrayLevel[0.8], 
         GraphicsGroupBox[{
           PolygonBox[CompressedData["
1:eJxNnAXYV8USxs85u0dFFFQQxEAkREEsDFIRBRWwQUEFARELExXBQrADBLGv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            "]], 
           PolygonBox[CompressedData["
1:eJwtmHnYl2MWx5/nue8HSaGkCKNS6bWUFl32RpMae2EkS4UWV1qQihANppEa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            "]]}]}, {}, {}, {}, {}}}, VertexColors -> CompressedData["
1:eJztmD1KBEEQhRvFGxgrnmRCTfUIgkaCubmRoacwMTb2Dh7ASEEQjU2UxQv0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       "]], {{{}, {}, 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          GrayLevel[0]], 
         LineBox[CompressedData["
1:eJws3Hc8ld8fAHANIQ00EFL5GmVmVEhHUhKSZCRRZtEQkVGp3Gtnz6ys7L0y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          "]]}, Annotation[#, "Charting`Private`Tag$2914#1"]& ], 
       TagBox[{
         Directive[
          Opacity[1.], 
          FaceForm[
           Opacity[0.4]], 
          AbsoluteThickness[1.6], 
          Dashing[{Small, Small}], 
          RGBColor[1, 0, 0]], 
         LineBox[CompressedData["
1:eJws3Hc81d//AHD3pj5RKmSHrIpKSvY4NyERokWUjKKBImQltETXJhnZKySU
Fa9rZmfvvffmXvv79nv8+sfj+bjv3u/3Oef1ep33+eMcHiNL7Yd4KioqLWoq
qt2/d3UfrdDTEYHq//+ZXeZc3XX5cnWIysEEZJjEyseA+e3lsi8qB7NRbB2v
xK4F89d46JxzkJcStfau65gPf2+YyUXdHUSjXasues6JxuehZH9nm11HqW2L
Bt3PR6LyTJ671qR/+IrC/AeZqETG7FruGPy5++8P8j1kCbt2FT6AK/hQgD6c
bu/d9YHFK0rchEL06q8knhHzWbK1hyulEP2eWBbctUTm59qhdECttXa3d20D
lftjLpKQj+TFj7u2qyoSavYhIYOGWNg1/f60a3tnSGjH4drWrmdffrYQv1qE
VNN+XzqKmX/zvo9pXBFy7rL7vGtpW56ML7hiZFZ6dmDXkolNTZX3itHAoIsc
E+bvCi9X1nOLkf9f7phdh/fjWM4wl6BO90oGZszv9jlK3rMqQXR0ip93LcPT
q0usK0ED8YaMLJgL3go6glApalSnit/1sad6YfPvS5E7H60y6277ll4U8AyV
ovJem+Vdu3E/7dVGZYhT6koGG+acZsUd99AyZG7k/YYds3v7JvcvchmysjN/
wIFZuN6HMHqjHL3kT9flxPz6nYKrysG/iGHdlciF+XaDarP087/oRAJzL/du
PBRznDzb/Bc9u0ZQ5dlt76Of9tySFSjtxngzL+ZJv/9q6MMqkL/4kTf8mJP7
2bioqSoRWa5R/QTm00lDlqvGlWgy8dBdIcxHyz0Yuk5Xoa0iQvgZzEEOesa1
3lVIhPb1wXOYz5n8y4SlKsRQYpZ8HvO+V317Mu5UI71Gkv1FzKt3392Iza9G
i6EmzhKY7e/nRQdx1yCGLq0cacy6znYLH91r0NuAqP5LmGcuPPtsrlaL1Blj
m5UwG835dxr8qEVlnefpVDEHHOA/qc1Yhzw+L37WwMwazmitaFeHLrlk3L2B
2VFdt1C8qw7Vxxrb6WDWvz21XxD9Q39cucbvYX7iDNocMf9Q5mxH6+PdeH2O
W3QRq0dJM833nmMWj0xlsjetR+LP61XtMPtvDUlahdQjB6eAJ+8x73VtcTbZ
qkfV1RkJRMyWjO7f7p1rQHIXXQyCd++X8I1027ABZffX30rGTDb+D3e1rAF9
KzoZmYVZ46PCcQVyA7Kkb3QCzPujauRlBBtR6r2VfW2YGeeS7M9+bkTrXj1F
Q7v9d28y8AQ0ohbSmuAC5i7hmz+5FxpRewAd96FDRKiRdBihv9WEbFcv5nNi
VvA5vk37oQld4FvkFcbs96aUiTq3CUnVcdtqYRb71Xxp9VgzOlwWa2WCuS/s
5O05jWbUWTOp/wpz8D2lx+NvmpHe60TuGMxcL5I8O4ebkUe8/IE8zBNvG782
MbcgnFILbSPm4mnPxBqVFtRKkbbce5gIAiaWUJjSgtR3dCaOY34xZFeR3duC
LNpZouUwTxNr/6UfaUWih5S3HDDzNzJ3RL9sRb2a+tmhmGvphztD41tR9S/j
vgLMQWU/OwPaW9Et443v+44QQfbXetN72Tb0GOmkfMdsKdiQ/IS6HVVYu19s
xWzue6qVUbQd+Wrn3cXTE+GWGM/OH8N2lCUpkWmAOXnPt6uHoR3t+8q744P5
Nw35Sc5MOzqu9OhYKWbZzUAPw2MdaJxXFyfCQIQV+SuFmfYd6E/44rAZ5lun
TzbrJ3Ygh5G8hhjMdmITo3vbOpD43TnccUYizPMk4HUudqK/arlPRY8SYcx4
4vDmbCcSwn9Seo3ZSaCQJo6zC935rz6+GnP5jY876te6UJvrpqIFExF47Ox6
vyV1ITOpu3ElmGs+3fmr0t6Fehs5mzmYiaBEiPm+sK8bvXrxeawZM93RyYeX
TbrR5BnbRTEWIpSdCpGZ9utGDzQJrF8xO5dwHAws6kYPpcepn7ESQR2/FjbK
1YN6buskS7ITQe3YE3uPjh5093VoQxZmGSsGngv7e1FsqHHhRQ4ibFcLF3eK
Y74srEQ4hsWP587c6YBe9EwSn/CRiwgukg+XazX60JEL1MEC3Fj/KrEZ2Tr3
IefSd0f+Yu6mDf3LldKHLBvxtKw8WD7mEv9kU/ejW40aTCt8RCg0/C2x36gf
MT0tuJbLj403v7Wqvn0/2vv71IybABFoZTh00n360b0qnYETJ4mg5xBtrAP9
yKD4xmaWEBHiooIlEo8NoBv+sT0Jp7F6fK2Qc1N0AMXknRCIOkME7fX4LU21
AdRSmmCRIIz93sueTLYfQK8kzWGfKBEYRkfSldsGUKShfo7QRaz+yL+VFZgd
QKeyJSZuiREhTayZtGfvIDqbb+hWLEEElX0tGaQLg+ids0kYRZYIxrbyEtLE
QVRRfkrvrjwWz8U33FnjBlF7qOHrUkSEYY6w8tX8QVQwoOKXoYDlk9fK+cyJ
QbT/k5PFugoRFvYPBZ5WGkL18TXVMapESG1NC6TRH0IRUsVdt69h+Zy59GnM
agjZxZ8o69QkwvVAys2YyCEU5Hkl5/4dbLy6+B6wbw6hmgvDHW/MsPpBOMS2
L3MY/cxve9D1hAiGP2m1hyqH0etOmlgFcyJETiInUv8w2h+bLC5pRQRPE44Y
h0MjSO1DWkCZExav/QXnZx+PoP4BBpyXCzb/fE2fqnozgl45SU48cCOC1ciV
gITgEZTJUMMq8RHrj2qq9AdlI0j6tSIxNIAIRyiB/zUeH0UaObfMu4OJ8Lw5
/UyaxCiyvPP259lQ7H2K38p90hhFBfklT/DRREiyLT+u4DSKIl7fb3RMJ4J3
utFgetsoqtXa0J6sJ8LTWaNFD+IYuvAWF/qzhQjvs4+630wYQ9SCh7V9O4mg
PBe7xEUaQ1bkS76hw0Rome14kbkwhureegiNrhHhsIZ+fefNceSjwZnnuEOE
Htt29VjzcXRU6mD3mb3e8NdoOM78/TiiUhhyGjriDenCTYM72eMoHJ9DSRX0
hn0hno68HBMof2Sk47SINwRxs+ROik6gzJkfvyrEvQG/Ll2dcW0CdfYrnzBU
9IaLzexPFF5PIJYRmu9sht4gJ6bgaDAwgcg/GnGMUd7w5TRR0CdhEp0efuOc
k+QNY8O5qrdIk+hHVF342wzMAvoX2DsmUTnfTJ9fqTeERh3UiqGdQmJbehJB
k94wvif0R4b5FLI8Vh/msuwNMm6Hx23eT6H53JwZ/21vCPPO6JX8NoWiP6qX
f6PxgY0lTnxh/RRS3hemqcvtA79UF3FlotOIPMkbhhPwgbZ7+gffX5tGt7Ru
JhUJ+UALa2W18sNp9OLAKYlP4j6wYlNr8jdoGlm0WkUoafrAg0fh3aVr0+jY
lG3i93c+YOElBD9gBuX9kCiw8/KBHfOkldLWGUTP4jmq7+8DJyZM2ztmZpBR
RruPdZQPsBl1h+OPzaL7JhSmzkIfuD1is+/6q1k0/EiPq2bbBw4yNJ3vEJlD
9u03A9T+8wXqXzOB41fm0PrySNH4YV9I3h/hS74/h56+SHjtzOMLL9jYVI9+
nkMZJcMSbMq+YHWXPVhlYg6lXbI/axjoCzN6i4m11+fRUO8S6+A3X8hMxIGW
/jwS9Ps4/C7ZF0i/fga0mM6jRancVxIkX/gUGevY/XoeXfFSl7024wsOieLH
x1LmUd8Z8hlPDT+weXmRam7/ArppmXnURM8PgC890eLoAtJeG/j80MwPSg+H
4me5F5Dare7MITc/4NIZLZ8SX0Atykmmbbl+MOQ6aTNksoAeqT7Zs3TOH0JU
+z8VkxbQhnlKTiPBH4r80mov1C4gc5aLzye0/EFiviEyumMB7Y0rXC946Q+n
8q0W3ywuoGv20ZIMBf7wXqKTXZJ/Eam9SUvo0wkAtqftF7w/LKKPB9OcLM0D
YOyecxXZfxENn6TalncLAIOA650GkYsoJvu56reUAKiV3dATzl1ECuNKzDbU
gWDjO5xTOrmIyPsk1CikQND2rNFpUV9CW77GbhUdgSAV3ZBw8e4SOpZd/m9g
MRByY8Ru+D9aQnAxkmdRIAgGzn7L1nBZQix8jWtfvYPgPWuea0H6Ehr+GRzz
9UUwTBf8M7ZnXEYykXtNr3gHg37Binct9zJ6nHnI9EpqMKyc+005fmYZhWfW
w+XJYBgKd7crU1xG77rIlgSzL1AwUDNDbbuMVsUoa/0vQ2AfX36VXvsyYiCJ
zz0LDoG49Rqzx8PLaFzrVsCNvBAIbO8+aTu/jMRsVoNEcV+BIbF3x2v/CiI7
6ctr+X8FW76W1h+SKyjurBV/aGUoqCTV0VV8WUETClun+BZDwbWAKbo8dgWd
iTGsOMIRBqNC+8+Xpq+gG9Q/E7gtwkCQo+jin4oV1KAnl8vNFg6bScqe3yjY
9cnmgVfdI2AM+vnO66wiXQHJrjcZEVAsz3OKy2QV8Y2WygsORoAC75VNmuer
aEbt7Y16hW9gJze/v/fDKlKsESWUU0dC5dNnxnbZq8jxxsLbjNZIMC7k9nzG
TEa5XM9l15KioZCtllWtiYwURIfPKP6NBiW1ZnqFXjJiVNPGVQ9HQ4Bb7HeJ
CTJKj+aO/nw8Bn6H2fzm2iEjqia9/rmvMbDHpLOjS4iCtjKCfr0IjQXx3M3G
w24U1Ge/lzv6TyycdAx3nfOioC/f5lMZe2OB1z8sujaYgtTzfX3zeeKArON3
7l0qBVn0hNecTImDosMfuAfaKejqntMGBbXxoMY8Gnr13BrS8aEYnVqKh/YP
RzYPSa+hVpG+uQ7WBFAdkA9rVFxDieYtOIaHCRCc/Nb75t01RNVyNKiPKhG6
5fqHFd6tIfsYo2tyyklw6+/U7fLONXTQJzncnDYFwr4KDGm+XUdavq14dbkU
OH79Q1Ou9zr6HPLH0Ot5CvimsIrwhK6jG3H7W860p8De0Gfs4z/X0ZHSx4dw
Kanw6jDN6dt964iAkv/dffQD5ORrB9OkNpCjSNk9y28/gJ/6ttKM4gZi2RdL
O9X+Ax517pScur6B9FTFy7xOpINZwiRV8KMN9EFiovFceDoM+FwZ1fTfQAqn
XU87BPwEu/cpv4SnN1AZW4+YTtZPeHbC7b4seQMdqswyNG/+CXM56bXK+E10
8dVXnDxTBpzJ6R3XYt1Ead5xX1+HZEDO1SQbguIm2tvZ2JiWkgm/uVLn7EM3
0W2NkahbO79AYNHISuzKFrqtGVs3zvcbIvPfPj2mhTlEljdD5TdwfmZa2Lm7
heqWCubH/H7Dmtapz38sttDNKUXaEcFs8DWLsz8QtIXMUwPG1Ixy4G7G9teN
oS0UxeZgs7WVB2Z6uv07TtvI6gHJLVkwHwb9GeUs3m8jcrIrr/+tfHC94OPY
7r2NOGj3kljS8uHbNcsPkdHb6HWG+Pqi4R8ILVKQ2/67jd7GtEsztRQAZ2jw
qSn6HRRQlHnqiA0JNhKtrY2id5CgTxivEpEEl8ovKTN930ETPf9xhiSQgL+D
7kVJ5g4SY5DVjegkgcK1umz6sh2kqhXYxK1QBFwB7o9txnYQd7NxOh1LMVws
oj2VzERFEGf/EfZfRwkcMo4lxtyhIrj8ezklu1oC5rdYmlP0qAjGXvIEf8ZS
uOp+3zTTgIow4PpEPEajFKL0FZ/mmFIRdPuNJ7TKS0FFh9s/yo6KoF59/vdq
fhl88tLPmgmiIjB8Mv+TR/oLNBIG7+80URH2NUy9oh75C7rJrI9utmHPa3PC
2dFUgHt3e4x6FxXB9Ezkj1btCtgvckpQbIiK0L5ES+02VgFulH/jbYtUhEyQ
4w5grQKKhHa8GT2O4CD0dvI5qoIWio+jIBOOcG1HSMvuURXIqZ0yH2XFEX4G
KnLhflWBlXBVwM3jOMLvec4ZmpvVkFPv4oo7hyMQ3sSZr4XUwMOoJ0Jf1XCE
U6WSYy9LasAm8X4DuyZ2/1aNcPaZGsh53KEVrI0jmGVG9w8TamFs4XOduy52
f8crsTaTtcC7sUAQMsURKr8ZOxKV/sFe5nN3klxxhIR7hMpBugbg2GcXqJ2J
I/jlmc/l8DWAQ7hKHeNvHOHXcc3iKKkGeAi0y/U5OAL/4cMvvj9sAJ5UF4p8
IY5A1lrDfStsgNEXO+4TFTgCXTHLif9eNsK0NSnUpgdHmOMXvLTfsxFW+Nj2
LPfhCCLyEbTHohsBR9PBbTGII6z+PBbvWN8IV5+lPr01hiNs6BqNsws3wa9U
j6m5eRwh/2dYcPt0E0zbkdy19uAJQjxux6j3NsOfFZ8oj714QtXUGRkFzmYg
zunLFfyHJyye+yi3qt4Mel3MA8wH8YTzshdZ5NKbQVrd9pX/UTyh7LlJ++VX
LRD1y2MojR9PePXCoj7YtwXkWAMuh5/AE2asn4tvJ7dAt4335PtTeMK390Ly
+N4W+GeZvKN2Bk8QpGtrGlVshZyt+tEwUTyhhbPMnYu5DVa31NNuX8IT3K1M
dRsutIE+40gG+2U8Qcre5n2IZhukKEVNtiviCQzR8zWPPdqAT+n+4GUVPOGJ
7i8Nmu02IA7TOjZp4An2L5b5HnG0g4nMYKTZdTzBpfIBW7tkO4RQpbaRtfAE
8/xg5Q3rdmh7y21KfQtPWN/X8k9uqh24oweDWu7iCXtdS2sUaDrgjPyvWml9
POGH1KFk/ZMdQKBNXgq5hyfE7hcfqjPugE9i5zeVHuAJrt9Gbqf0dIC969dP
Nx/iCcaLCffvbHbA5qM7ZR8f4QnH4Mo2M0cndHo31f42xROSD6r1Nul0gvmW
owTVEzzhEts4zeWWTnh/n3P9igWe8OYCQ57vciewHLpzTtUST8htHUhfZuyC
u48e0ys/xxNOcclcIWt3gXtuTbWQFZ4w7dZQH2TVBb4eW6GM1njCuakTNqp+
XVCTV75/FfMDSmz/TEMXHM1fT0iwwRMSgkk+PQtdsNf7TqOtLZ4QcML17AB9
N7B0i3ggOzxBYll7i0+7G0yXbnsVvMLGK/dMVFBTNyScn3711BFPsJG8a8S/
3A34p8HB+5zwBLtW3dSyoz1g/naDNxRzHipPUbjdA8rTss/TnfGEtq0WZS67
HjjAqyJ0/jXWv4VbYnRfeqD2qNml75gpHbd6+Dt7IDHDwM7TBU+4hz/koL7R
Az54R+IC5piymYsex3pBx/TC0vU3eEKUZ/9Om1wv+GenRSVhXridViNl0AvH
4ziCNjAXl214pb3pBZXShBplV8wMqhfEo3uhze/tJU/Mb5jJqfUlvaDoMjpf
gblKRW7BeaQXiueo23YwzxDbSr/t64OkyC9c59ywfNmRDGw62Qd5378338Fc
cZX6JtvVPjjKl7Fij3lQNX/x+ZM++LPM+zoQM/kgGHV69sHhBbsnyZhLqzUD
b6X2gVLD2ewczJfIXo6DdX0wKVeKzSR4wpa4zT7X+T7QaCkwLsLcLG7tz0rT
D4wXIv/kYzbqrXu0xtYPnxaWTH9g1i0NXRkU6gfZPEWjMMzWhSySLTL98FCB
J9ENs7TK8xP11/rh1m0OcSPMBu+Kc5ru9cNG79/9MpjPKHKM9Vn0w9XxwmN0
u+2jsktadumH9IRQi3as/fXDRWR6X+x5bpvrYZjN6tsqJaL7Ieioe+FdzBO3
37I8yuwHXfHmX/SYBcrc2sNK+yF0z5eeIqz/p/leU3e39EPlgP2Fp5gfytD7
841h7/f+1E86zBbvWX9X0wxA849sLnlsfO1OvJA6wzEAVY/3/VeDxUOCgdBW
wJkBIBhuH7iBGd1v4XXRHAANlun717B4CucSsqYyHIAGz6fxhVi8OdvG9XtY
DcCT3wlbgpjb3vDPZQVi97/tUzflgCfUXaZ9fTthAB7/G7ykgDmponMvVe4A
XDkin+Nrj41ntGbXk+4B4Chzi+LA4t1a3Tc4gm8QThjIH+56iSd8V1Yefy02
CCxi2ZfXsHz6lmo++ujKIFA4XI2OYH7PK1iq/nQQhJiXtQVf4AnZh6wWbDIH
IX0j5vteczzBVODqV7+yQTg029Y7+RRPUMjijfrdNgitvl+HK7D8Z362/u3o
5iBsq4jrW5rhCd6MEYSTSkNQIB/w/aExVn+ONNeGtw9Bv+7C7ZU7eEIEX/7x
qYkhWJgRfe16G0+47aahIr8xBAwaTYT/sHoW8l1sYYVzGIbPhHvvYPUuay4u
Kcl4GAQOqbHGqOEJ9DW1Xuzzw1Al9Gt/lhye8JRtrJGEG4HfjG+m22XwhA+x
dneeMY7ATc/9amQpPKHw0cRyo/gIHH8c9/y4OJ7gKXvUvMd5BNRyjgvyC2Px
8neE2HtwFL6f/ZM5dwxP4M/Wp2/mwhySbfKdHasvt/afrxMZhWy+x9YPWPEE
hwPiXPU3R+FEqEjMb0Y8wZDptAdN+CgES1E4GWnxhPJcy6tXhcegofANu+cK
jpDVfzfix41xaByranz2F0dg4D72LdN0HBRdTaLpSrH5XFH1Wb7jOKRWhZjH
k3AE2vBLIq0x47BwqHsecnEEXtXjeeLL41Dw5Jyb33ccoc7j88egwAm4p/Di
W9ZnbP4cP3fapHMSCOVE92Hs+0BSKWSiZHYSPh0yv+l2BUc40bXgIrBnClS1
6zZZLuMI+t5jizOnp4CW+VKDkDSOcJO3m9/PeQou5D+xnT2JI0TcvHCOjWca
DOXjRGdwOALFx97/u9kM2O0QJsp+UBFwYSUBFY4zUBdkSMhLpiIks+vrjhBn
4MrMHeuEOCpC194XS5y/ZsB5QMz8WSgVIUs5tdMDNwtyDQtZke+pCGFOo73o
6yy4SLf9zcC+35aPvFkprJqDldiMDBcqKoIOfatuTs8c1HjQXTq+soOO3xL+
8WN+DmxXN+cuTOygZ+y/KGoH5oEst6fubMMOusBhGXLi/DwIK+vm2kfuoDiZ
21URTvPAoMc59lR2BzUrqis9YlgAi7HevIrH24g9cOipw7EFWLUWTtujt42S
Mj0veZ1YgFSTCC3ha9vISeFBU6L0AriLseVoC28jru2DbqVGC5Dm4/iifWEL
3Zmy9nHOWIAzzKZSXTZbKInayS1DcxFUfW686H2xifazcBc/1l2Ed7m98yyG
m+jtoqUDp/Ei9K3I51y6vol0J3SEHWwX4RjJR+yR8CYaTT8V8F/4InR8eui9
NLGBerVPDz6eWISmKQ92gfsbyNpVhJ/GZQn6aIWD6WXW0Z8bHgv0H5fAJfBu
QvapddQTs36O2XcJmts27msyr6OjX5S7j8Qsgdn1yoEbC2tIj3aOXFu+BAWs
o9QZ8WtIiifK0oBuGV7jbz+pPLSGsl9MRkQFLUO9QVBPWDMZBVJbm/z3bRkq
bYL2fyCRkWlWiatpwjJwvpbrM04hI+6MN1HMOcsgvxCXueJORvx5Se/PdSxD
i3kvxeECGfV/XnVRZF+BJllGnqOfV1Gkp98wKXgFSo+07inD1ufF4nNBvREr
wHOUZdiTfwV5nk6zXY1bAUODRBmVIyuo4r177NGsFbhnZWIdNbaMCqya99LW
r4Ca0/Jaa+AyCgrd0Wzatwr5IlSnbs8vIYOjJJcsy1Xs+1+GcSR8EVkv2mYd
sF0FEYOFO88+LqLtt5vX9Z1W4Wn6jPSk1SLSnqRPnvi4CveFF/FVVxaR2PiY
VFbUKpSHf/nBvrCAWGKe1O1pXIXF9gJpGoUFVK/nP/bwLBksKvE+ZXlziGHv
6babomTg0qc/0+Ixh56cjROXkSKDvWRecYPOHFpfu3h6VpEMWb9lNPxWZ1HF
NT3xaT0yPHl3bkz0/CzayWjTuPyRDNIHTVPpY6ZRH0fYpfjPZAiAsYPbz6dR
ziQPgcqfDJ8eFgp2yE8jl0fJKiHhZKiU+XdIv3MK7V1WG7qfQQa1Es2M4CNT
SI6bSUa0kwza1FLrO/YTSACpX6TuI4OTqmDXiPIEynN/01s9RAaFJ7c1/zBO
IPFlJxE0Q4YUfq3HMqnjKMHVWeLXDhmCbEbS3vWNoUrdGzqdvBSQdes+/PDS
KCqQf7LCeJICZhafbxrRjSIft/jFy6cpYH8rnFG7YwTtzS5efy9KAUGJGiea
FyPoyh0C6ctlCsycvmrU9W0YBaf3SY4ZUqAo6Vn/iY1BtGFXGnPlIQV2+rme
dVUOIqehP+bfzCjQS1AYfPdlEJHEy+nFLClwUdV/5Y/YIOL7doxAcaTA66zX
Pr8tB1CZl9WbLn8K/I7Ime0u6UM3pAaN04Ow34UfVHE86ENsf5NtnEIoEIZn
K7q62YtmJS6xrUdQgMUis8n6Yi+K0iYweSZRIF2oVn9fbDdy1mmJxhVQwOjV
yPcbbzrQlDSbqApg7a3dORfO0YHm6z9XviuigIM99YmO3+1oaU6EarQMe18p
RyQ404aI+iY60nUU2GDLPyKi24q801d6JOsp4P/p4UHG5RaE053REW6kAN1w
tNAksQUps984ud1CAVE7hkSb0mZEESpdEOnB7k81EvLfuSa0nsE0O9pLAYnO
xTDfykb0qEi2wb+fAjWGZ2zpTRrRUy1zpcYhClBWf79b+tKAup22cgYmKKBo
fpvpCr4eXY4xBI0pClwuUfM8IPUPlRtdjcyYpsA3B2fqV+Z1qM34xPT9OQrY
nP6Pwt1ag0zV4z5cXabAXzORqez4SvRCNzTEdIUCXzqc8/J7K5AlFbYCXqXA
tENJUAZzBaLtW2r0olDgxNNtJsf35WjunRfxwxoFHjUvf1QvLEP0STxW9usU
eNs9nHh0tRQt0aSmKmxSYC76rI/bwxIkITG7h32LAi7rPSeFwosRf3HR63HM
1PfE6Sqai9CjWoa+JzsUeEFDNhy/TEKdQ1wlXFRrkIDHK7atFiLZ950VlZj/
nZ+Kqn1YgJTKO8X34tegcsNK+vPlPMRatBAeiDlNup5ZJyMHVe65x8+5Zw1a
rF4fZebJRssLXytDMWddcqau8P6Fjj+78Jmeeg24KtuyLbYzkXl9hsVrzBpj
MTu05hlIYiPTfBDzBUtcanhXOoq50uoht3cNzhRd4NUMSEO8PsXF3pj3E6TX
tV98RxRhIdYOzNYPPN+qaCSiL9vlHmz71uBbY5zx+dNxiP2uHosWZsEHTNKH
90cjd84MkgvmVwX9N/9WhiPO+Ih3cZiN5VPSHrgHo5jGzYfFmDfyOstnZH3R
+z0/DVsxdxd/KhuafocOcCS+GsA82SjBXQRWyNS5LXkI888lRVXZx7rQeESO
0o35jvG3Zb2XLoCV8Qe1mLkqEiTPXPGC0Jma4SzM1EEl3XRPAoDwmfOtP+Z1
LrY1h/SvoEy7IP8Ys4g5FbO5YySwNVsyiWPWk2BnDYiIAbeuqv/WsfbmkOX7
04viwdJPhvkXZi6nnuqi4SR4N7XnkinmhTFLybL/UqFP1+LjEcwQXVikz5QO
IfW10+lY/9Z7qL+ri/8J94udLVQw0z/NZpKQzISR44N0bdh4RTS2RQVWZgGD
sVtCBza+zv91mZ2fzga5yPRodcx8owk4c+dcmN+wK8jBrcGbTSrt0EP5oMZ2
9OZLLF4EmDJaakQKYYuBu6EUiy/fFF3TuiIA35Bzzw9ifsse/NsgiQTx80Is
rlg8bjVrXxWXLgarP97H07D4PaHu+dEfXwJRNLMajRsUcN+f1D9aVQJpAuOc
VFi8h4b+lbbQK4NNucHwBSx/KE5iosuOFaCc8/ELYPml1ug3OHuzEg7Q0Yi4
L2H1yFb0YOfZKrh65ILM1Dz2PMnZfJe+asj6MD0lj+VvK90p+vVL/+CFTNtq
Lpbfi6zUB8To6kHUeydZaJwCY01Iyti+HuivsjDPDFMg+JAYfZRWAzCcVj+9
itUTflF9h1BcE0RNFmRydWP1Y44v3tm8CVK/Zi3LdlKgT49v7kZHE6w5ZSTe
baWAVPXzxq70ZgjhHGfmwOrZHtGRLC2DVmjqfsCTkU+Bcq/yurDcDnArT1SR
yKVg89HA2Wj+TpB1/KqZ8ZsC4pfDgoO9O+FH57//Pv3E6v8M8aPWwy7wGlC0
JsVjHkprWj/cAx2vp8bVvClQqiT5ckWkHwryKmxEvCjA8S7RbOJhP+gPJB89
4EGBB340Rk1fsXUXKTAo2o0C9ZXLwx+pB+AHOnhEz4YCwhfUs23bBgDWDwqs
6FBA4dJfRgXHIchkjXFxukUBtrDKfbQpQ7Bq8e3xhhYFmO12Av92DwFd7qO1
PlUKmN/25eeTHwb2z+ceK8pSAF+lr6RLNQInntl/d+akgPfB0PrvbqPwwO5A
nAsbNt95dLcWZYyCxk+8mT0TBTgDr01XD45Cr+cP3Zt0FDiYtT6YrzAGIV4B
dxM3yRA6N3NrP34cwnX/GdR0kOHb1JMz8q8ngKDK0HithQzi17YrPVInIDf3
nmZZPRmObsis/O2egHeZ9k4Rf8ngzEYbxCEzCYXm144tZpFBtIfFnJM8CSpb
+x/xEsnQsD69ZftsGnDnPglXSJNhYil7vF9tDhIv+rzvuYh9X9zrCeV2noOW
pEKpSWEy3GEOOKGWNgdN//hqJnjJMDoaL3hx/zw8xg/ru9GS4ULbY1z343m4
t3lVkLt9FRSZPpmonl4AAaX1LUnzVeCWl32nGL8IBK39UlcercKNuTHh4IJF
OGuZkalusArzlyTCepsXgeWaw/vLWqtQ+rXJW23PErwSrbNvurgKoeZyb8IM
lkCA5aeF5/oKPGdrbT/MvAzvKOcz/N+sgHCCbPSE/Qr0r7pv9bxagfjuF6F3
vFcAz1RXwfNiBRyvHLuTG7sC8j8MdgINV8Di7J/pO/9WIDjsQt15hRVwLzZ8
ScW/CnIEUXp5/ApUql6UWq1ahQB9Gq4h52XQzAoxOX+YAsU2QtfNbZbha+90
HjUfBV7RHzu4+GwZyjsHYqrEKWB9rPrylN4y4CRFDwjfp8Ab0YiYcKlliJPY
JGinUGDkQ0UezfIStD0zwNMor8E9AeYw2YdL4KG94kixWAc2+kbjMv0luEH/
93Gbyzr0ZBwwUL25BObKVvVJPutwI3cv3dXLS1DVR144lbEOHrxVDOw82Pd5
rdeU9/I6LHYPn6TvXoTOyyG0m7YbYC6gWfkeW1/M1WQVCFptAmdI3+lY5UV4
bnevwNx1E9TEYlIK5RZh2cw7ONZnEz5+uX5i6jQ2LrLhVZNpm1DMc76Sd/8i
tHw7kd0+uQlaw0iJkbQAt+6tnJZ4sAXdvw07zggvQCyjUOMwYRsCC1J8xPgX
oHv2JFW05jbQzrNuyLAvwIUA3HnN+9twnWv8kMK+BSjvSfKyd9yGQerTUhd7
52GBo7SC7tc2FJ17VJXzeR6CphjMzwvsQJxQifT+tjnwWTuKtNZ2oEKNJzq5
eA6kB61NqfdQkeLYV4pVsbgcIvtR69BQkfonrzi8fTcH2Ye680aZqEi2dpbQ
JzoHBzXYqKKFqUj4Lw7eSj6zwG5z7qr3fSpStZ3rrWsqMyC0bXL+Ug4VSe/I
jMIJsRnQ7DPukymgIgnwM52i4sXWrydcjc4VU5FYJJ4zZG1MAz+eaZyqhoq0
rFS0xPljGkKCChbU+6hIof1B4vuYpyHVTIbNhxpHetZ79Y/H8CQs4dNDf1/F
kThaDyc6N0zCXOI7zRp1HEk7aEnRunASGDh1Bzu1cCTDfZf/Gn+ZhMGmTwmD
ujhS1ZjtA71rk6DZfaok7DGOVMl06F561gR4b86M5X/AnJJhqfZhHCIskoVS
CnEkma/Sh2ZejsOFK2wq/4pwpCuz71p8jcbBzO5q4lQpjnTSSPbgiNw4KLoH
ix2pxpEmF7Z1MpfH4Izoq7j9bTjSsQvMKmtGYyC57+Zy9gyOtO2RWdh4fQx4
+G40Ws7jSBPxF+jT5cfAuy3kP54lHCnA+bqNLfsYNNakOltScKRrNfJmoo2j
EB0SRvqDx5NOjtOo2imMgoN/1xIbM56k+DfBzV9kFMo6GNZMWfGk/z76ErK4
RoF1hdniBzue9FXtks2ejRFY0z6bJsSNJ7FMfu3tyByBr/FrvxpP4knmqpLW
lidGIFvu4dNJCTypwZYvp/3oCPQu58rWS+FJ/kdceK7sGYGnEgJff8jgSdop
3R9E+4fBtPUflR7Ck9xXT6SqfR2GHN8zmSbKeNJf+YZ3roeHoXrfwYdKN/Ak
mnueM5WbQyBVFSk1chNPcmIZY2CbHIKrPu1fnW/jSXr68yXVpUPwGb9E90UX
TzKc6VpzdxgCeq5je14a4EmfuKI89phh10ctfGx/gCedeq0m8unWENQsGv4U
M8KT2vrKZ1JEhuD6K6OVDhM8SXCO5/bVsUFYmN0JqXqMJ6WkqlThWwbhsHDy
2+UneBIxLi65pHgQPvJtnWJ5hicl6jp26EUMgsO6dbKyBZ7UE/jg0NitQYjT
eTKsYYUnacxZ7+m5PAgiR/Hz8tZ4kmnkwd+d5wdBYVS39uRLPGlyv4LjDN0g
bH2Iohm2wZOOFOoEvSgfgG2Whr599nhSwunYj/FZA9BER6wvwOxYmPVuKHoA
rh7nTjF3wJNOHCeW2bgMwHi9t0iOI570W3yQvdp8AEb+DfRpO+FJhyn0kaf0
B0Awcvr9KOb8rIf3NyUHwPC3VCXFGfO2T5LVyQEodz3w1O41nrT2IV5lgWkA
hI/9op/DPB/4RvEVNk9LnPtAMnDBk8jt43H/LfUDYbzFoRKzmtkXm28D/VC2
QLl85g2eJFUo8QfV90PlMzXuj5gls+67jRf2w6XJ00d6MJu6BNSHpPbDS5NN
ttOueBJTquaPG2H9cEeSl2CF+Tb36glmz37Y5Nr3PgNzGk0PGrDvh7ETR+em
MK/NqOB/mfWDdWr+ay43POl9iLmt751+ENSxlFTFfJLXItZWuR/4D8VxW2JW
H9IPMBHrB9OFFonPmD0dZTT0+PtBUuf121jMbFXrHXcZ+8GunJPmF+ZH0w7I
GN8PW6PilYWYX9kx000M9sHkW82KIsx2Qc3mnEV9gH83T7P7e3G1Z7rxtz6g
6ovzzcS8l812ON+5D6aCto2iMUuOf2c9od8Hxr+9XD9hNtrPrx8t3Qf7lUfm
n2LmeEJJNufoA1NFc7OrmPfgVatVNnuBiu3BUR7Mwf8tVIj29MLPd6nkRaz9
F0VTfggX9sKE8xUmwGz657in1Lde+I+X9/k7zPE6nY9uvukF7zzRA8qYJaTV
NFwMe+FV5ssJKszkQzXX8hR6wTK4j+43Nh4tO6Hme/l7geXAC8eHmFd+9Oc/
2NsLdypOih3GrCbdd1ClogcO3aIN0cLGezHXRKA5qQdW2+SuTmLxcf/yatBz
zx4YxsVrOWO+vpT/o1OjB67mSNn5YfFV6jH3NFGkByaHnb4exUx3QPj7e4Ye
eDTHx+uLxWP38s+ul63dEHN08Ik9Fr9GiUIDb3O6oZP/+IURLL7Heo/6xX3t
BoPlw0/UMHf2eXKyGXTDe15Tyf+wfChcdjnw7FI3+F2kbtF/hT1fIKv6H183
aBsXzqbY4UlZZ/zHK8e7gP0oTbysLZ5kFhkU5GHdBV2pDY7sWD7mFieymdzu
glA6AV1FLF/Njjdma0p1gf0O1Ji9wOKPsGR6d6cTckxc3aMs8aQ7xd/c5b06
Idfd6WPjUzwpUkGjJtqyE5hU1F40YPXh8ks/K9YbnfC1e4mmGqsfyc+kyRLs
nTB5N+dOmimeRHjGlq2S1AEa9okgZozFq6hEieTnDiCztLjSYvUoUJv1sfSL
DlAQrKHrxOpVp/e9CCupDiheOu3z+D4WX4//s8yuagefPIevqli9exXudOfL
fBs8T41PYNHAk6o23bcNm9rggay6hsM1PKnSzKuG8LsN2j+8YGxTxfrbJ3BN
zqkNqsKlaV2uYPHnU3dDgqYNyNyaPB4EPAnvy+B0+mQrmFOX/fI4jyeNj/7z
Vz3QCtezupR8zmH1Iv6oqMtcC+xk8Uj5nsWTeNaKOARzWqBg1PuumyCeRFLQ
YHmj2gIHHF/heXnwpG/q93XkrZvhq4Xtr7uHsfzz3p7N1mkGiUxZNxo6bHwa
HK9dkW+G1mNj5AxaPKnmipVpAk0zcE9azK3sxZM+FzI8Mo9qgoXDLJ9kN3Gk
SxHHTRhaGoFxM1epfgxHyjke4DSR3wiHXD79OD2CI2k5cjq2RjeCJR9xv9sg
jvTu7PrZxeeNwNpfG8LdgyP9aOl3EjnUCDr3fLO4GnEkNebmqYpr2DpLzTle
JB9HYnc4LOMr3gC8CgRFyxwcyf92ffSz4w1wifZdVtIvHIlb60eO/nI9tFdO
szOk40ipDpGDPOH1kI4LMf4ZiyNd6JZlfz38D06jf/vOfsaRlL0F0p7n/YPQ
0iQHoU840pRehJKHzz+4PKGxzod9L8hMbZqfkfsHBQ8Jpw+44kiHnxrySn+p
gzfcYdnJL3Ek6bqhNxa3auGNHDH4vB6OJL7suVB4thb6Up2tF+7gSDV/x+nE
9tXC9R7OgNSbOFKhkbSwX3YN+H4I+smugSOJdU5ePnysBq6GaZAqCDiS2cs6
Ct10FYTaZF+yE8CRqh3LTPsSKkBkqlVLfJqKdDDDI/Ltuwpw7NXn/DJORTK5
7r5yzbgCTDuWClaHqUjHXmVWKHNXwKakgmdyDxVp5z+Lnp4vf2Hv27j06Toq
UtoHSpy3XzlolF5a6UmnIq1rOxcmfyuFSWQa9cmKitTE8EEmzLUUJP0S5T5b
UJG8bgQTfhiXglv41aOfn1CRVNjGE6VOlUIB5x7nt0ZUpMcshnd6M0og0cPK
T1ubihQ/+4fqbl0xLAr/sbc4T0USZRE4k8JZBBHH2eJfdu3AQZMXva9xRWCl
ab3A2rgDH1/SfLcdIcHKvs8h2RU7kP3wonRLKgmikr9xDv/aAU+h+Xw1AgmC
v6eUrHvvwMOX+hFH2wvBZHB0iv/yDog6r+5RiS0E0s0cKyupHfj+U6Ww+Hkh
pNUWVOWd2wH1W0xWn2kLocm0j1b22A7QdHf4WV0qgO3cal/cyjaw/ye9T+tP
PsQe7O2OiNuG+xeZVga98uGFq1ZJWOg2uL+aPZl7Lx8eH/k5Gei7DQ9pfbzP
U+UDZ5QNi4PzNvhc/952TSUPon4VxdPe2gYc66IO1UgOvJc/aq+9ZxtEwlve
TWv8huan00XJ+lvAV7PnBhL6DTRzsT0N2ltw/OVy/9+9v+HL22nPFZUtOOLF
QrQv+AVlEuezLohtgZ+Rg/bdc78gcmOo8C3dFtg5/7KbPJYFGuQ5Gq+CTaA9
uGeLhisD7uy7v+cqB7beIIrQFu78hKlws9YD9JvwZumeWPTAT+Blvt5cvW8T
vB9nCq/H/QQIjjW6vLgBElWNyUMiP+Fs9ZYSfeUG3A+pjX2pmQ7sEWj7NLYe
yhJ1KQ/RTwWn8DVax7p1sAsSV5c9mQq+POkaNCXrsLIioqWwmAK2t0/0BmSv
w1S/+5atRwo8vG+2HBO5DlUm8ry2f76DfWGQR7TVOuz5LRj58GIy/MyeDhdg
XockneXrNHuT4fRRxulPtNh67tAxSZrWJLj+X1LTzPYaBDbadnLYJ4GeZbFr
ytgazFcFVLuUJMLlH/mddLlr0FdMCO8xSwC2n6I2JnprwJ53NukQSgDyQJ9T
nOYaKOVe/BPAlADsgs0Phy+vwYqRrEhESTxk5ZCm9c6swZtomZEQvnjY0/5V
6cIWBa7630hvWIwFg9ucFS4RFOhO1bMWq46Gvfe+0uX1kaH8pn5t8fdoULlu
T0duIkOCpVlugFc0cBaecbpQQYaGrKIf1JrR8Ox9cmZsOhkyHrxbp2mLAto2
tglbVzIoN0XMaC1FQv4Sm0YLLxlMG+QZ1toiYfJwV8U6MxnYtSLde/9EwtsY
v1GuA2Tga40qMfoQCaiVwGK8tAoee5z/U+aOhJcztDFdJavwZ2qmQykrAnoD
Gal8TFbBQl4zBf8uAlIfbzBE6ayCimfpAZHbEXDOjp2Sfm0VUpXeuHashUOE
1ynF2our4HDDrVlbORyCLBNFKNSrEHxJ7I7cUiisS0n/YotbgcB0e2f8lxDQ
ufVTM3x4GabLfWjBLgQ+cmzw3etYBqNW4aNVd0Kg+0OJxLG6ZbgdL/mqkjUE
JDSZBL5kL0NftWz4/YgvIPloVuXDp2UITxQrfZYdDFfXimUVRZZB20e/tiE0
GFxOeXdT+Jeh4XETxelNMIRxvG1LYVsGkPH6GaMaDFeqTEcY9izD1e5X0fyD
QeDQMvW5rWUJ5Nl55t9xBsG3D1MWio5LQJKU8aXfFwRbL1hfz1kuwXUmQceu
2UC4HsOC+2qyBGGOPEqnigKhNEfbbEZ9Ce70HPT5YhYIaw4fhz4fX4LZjuCU
Z8UBoLl1vfh32SI8nVI4E5cWAM697L918xbh8fn+b0dDA0CK10d0M20RBpOO
RQa9DAC2a4H16MsimO1/VMcuFADWR/l/Fz1ZhNo3ujMlEf7QfKgQ/Ty8CKQh
dKDFyx/8DsR+vrNnERYuJeZxOfpDJTev6dbqAjzhn8vT1fGHDGJQ8ZXeBciI
OTRiwOQPLP22Cm0pC1BZ7v9INsQPNMtZAwavLsCc9NnRkE9+8HH4LnKTW4Dc
P4jqlJMfHMp08uQ5vwA0t/O4mw384AL/5QMGrNj9lA0p9wX9QMDuWVXL6Dys
c+1tby/1BZe/VKqZ7vPgc9767/5cXzDqKfVWt5sHuxhfJqNUX0hTjvo49mQe
/Dk0Wb2DfOGhdm0wu/Y8CPrwTpQ/8QUbJlcV5+PzEKD8NEyL3Rc0hQ9HPHWY
gyqVoe8jR3xBo9LUMdhwDp6/Kg0K+88XhFU7eopV5iDAotj2xYoPzN+ik2Jl
mYPcH8N1KY0+4Lba9KogcxZim+ujWPx9IDZji7g0PQONx0qYhbx8gPaQAT20
zEBQ6vrArXc+cCf3JPpUOANFdlMGFDsfSNT/FcXtMwPhpId3DO/7QL6OTYyy
6AzcKrBtF9fxgY473VGHj82AV6/Dez5tH5AQGbzZTj0D4rY69y8pY88/Kdhj
1joNRxjMaj6c84HJEa+A9/bT0CX+/s1hIR849WPilrrRNHxW89VJ4fcBDjft
Zka1aXhQqWvPz+4Dig+VDkYemwb1gJD8//b5gNg22f0XTIHscTP/6mJvkH3z
3Lhl7xSw85+NVc7zhmKSoumX2Ulw+vwuYPinNzwe+Ceu1zYJnHRn9T5EeUOU
6G3Z/sRJqHq1J0HfzRv+nYshj6lNwn+izs2DDt7At06yTLo4CdINhz9+tPaG
3uuTuU84J8Fv6uSoyENvuP3z7t/p2Qk4XH7uxeRVbyBK0nTN+k5AKhXHH8PL
3jAZPkVOc5iAgkYwX5H1hvwR32kL4wlo03rw/rmINzBd7DSYvYhdrzKv9J3V
G1a1U99MtY1D+r4/wUMzRIi27BLv4xyHCM6M2kMTRHAITRBk+G8cXv9Lm9cc
JoL3H6Edxfkx+Go++ZehiwirTQY3k4vHQOrj52d+lUSwzTf9ZW06Bs/3ev02
KcOc11kdd30MGtkUAlWLiJC8PVnRJjUGF16GL2rmYv//v9+vZA6OwS3FElep
ZCKon76Xj/s5CoN/mIoi44kweuEso+jXUZBtQk/ZYojwrIjplon7KHhkeVDk
wogQzl3/pfzWKNikuY1f8ybC2X1LQp/WR2BllGFQ7RURmi4+r6VTHAHGrQ83
UmyI4BJhtSx3dgSM9ycZsFsTIZZsfMCCeQTc7uc/4bIgwnt+Xdq68WF4nlhm
RDIhwn1G4VufPw+DwOmK/A9GROBr1KIusB2G0UyJvXoPiIBT+xc3bTAMDl86
vvHrE4EAKyS1C8PQntLsJ3+TCFSX3hrQtA3BcH8KzQNtIhwn0SdJkobAMgvN
eF4ngsA6y5hp0hDoKRRcxqsTYYrX41K54xBc98tQN1Emwh62cFu340OQnbGs
1KyIvW9f0JOfNENwkKlUTf0yEY68GbrZvzgIjx51duoSiJCnq0knXzYIbl7q
ke3SRMgIvsC49ngQAuL2ljyXIoIl9y1PCa1ByIuSZmKQJMIh+a01G8lBMA0u
+2QpRoSiiLr8xX3Y9e7fM31EiOBlXd42FTMAWrLRyubniBDTakEr5DkAa1pn
I7WEiRBiYiBmZjUA6WxSOyJniMDLOfJymDAAg8dT1pVOEUHtVM+37p5+6Cw/
raZ/kgjxmae+spf1g5egBJ/9CSK0jUgRdVL6wYpKtLWMnwgJBF2TZod+mPAt
MdvdH9fHlK/MYNQPi8c4F4UwDy968F2/2g/v9g/cT+AhwgWRg7XVLP2QGBK0
PXOcCHXnWC8ybvfB6sdEOmnMo9L8pcSaPvCkfKcMcBFh2vPN33eP+yD52csv
5seIMHi1xsg6phfeMt5V6uYggtiBP1mzL3qBb0vFXBOz5kDt9mNCLygWsRcq
sBPBj6Lk9KCnBy4Xn00vZsPiuZg7vet7Dzi9TPihjPkLCd9z26EHmqijLe6y
EkH/5h9edZYemDuusDHBQgTK1w2ZipFuYPZ8e84ZM4M7k+blrG54+8lIOI2Z
CEGBYcZSWt0g8EV9Q4KJCGuPD6gJeHaB3U87icGjRBDWk5WM1O2CL3wTD70x
1/77cZzjVBcsl1y+sshIhK2azaEjZZ1w/R5NYwLme+u84OnfCa6mNdsGmHN2
+IP2GXXCEXOXxTYGIlCXqEpubnfATuKHgGDMJ4Uz99jVdgDlZD5RF/PrljfV
C6EdwFlzVHmYngjmG1XXxyQ7QJPOY5YBM8d9Y7FGq3ag73b7OnqECOICit/D
FNth3ZxtIB/z6YVKLlPmdqB7XH3oKeY/Ucw7G7ltkC4w0KuI+cDxvc/KPdvA
9817juOYTbrHWn3utYEQCP/oPEyEYMWmeAFcG/xh41vIxSwvt3NgvrEVjGU+
2nzFrMn4yDIvthXODrJzGWBWtBY4r6nSCt5+EqMrh4igYcga/cq7BVw8B8/3
YnYVrFlXMGyBcxe/2/7FfIDlvDadaAvMbCxXhe3u571xaSuqtRlalOOrPmLu
5Nyr9SyxGXTITTE2mPft/x4j7tAMT+1Ole3uJ/akqVKq5mwGw2CaHQLmy1E6
gYFzTfCVp3NFBLPp/eUhg6ImSL1VuMOA+cg7h9fLJk3A0rm5dy/mjD92VYXi
TaA0//oHmQ4bv9wEJo/9TcD1xLW5F3OPTHESZ0ojFFx/q9iEuZ+7YHHMuRE6
1esIFZifex2QydBshB36tYpMzK0/SJXKSw0g0Buqurv/2jtI7Ah9WQNQae9X
jMJs/Jj9dldQA6w8uO/pg3nHRr3fUroBHrFeqP+4ex7CZAK/9MEGWLsS7eC6
u9+/7JMZdW89oONJc9a7+9F/7Mx+ca0HZn2ZDHPMP2XCzhvfqAebFoMqU8wZ
gq3WZwXqgfHar2n9/zv/4PGsu+8/+GLXM3cHs29g2XNWsX/gMPtWene/en+J
y2JKex1kRDyv3N3P7vg50vqSUx3cjXUN2d3vLpB2brmFuw4exmYlKGO+7n3x
5ZOSWvguzLOggJld7ffS9qNamF38ICSL+RBSWziZVgMOqheYpHb3+4s9tfyj
VQPO52xExHff14Nn5vpKNdB4j9iLYvaasX4y8qUawkLPzYlg7m0yHbOXrQZG
GWai8O75Cc/xJof6q2DNyurm7v7/pVyV/mj3Kuil3NU8hTmTfqqtuqoS9IPE
r+2eH1AlsPM90rgScBFXnu+eL2BVSHKx2awAPVPe3N3zBxyR2A3VwAog33rF
v3s+wZNiwxPcwhXQMM6cvnt+QRKb2tpS+V+oah3V3T3f4GTTSnWFwV8QODfF
vXv+wbLMo4hwSjl8tyVQHcNcahT53Mq3HD41caztnp+gwp74vzm5ax3bX6p7
igPEj/zTICJz+Oj+eQnrdUHnLZzO0Xv2Ifro/gMZrmmg8xj2zt68/eiXI/vF
ZktvBJ3f0NQu3Dmr98j+iZev8oD42f8DovLVjuxv265dATr/oX1ZnrbL/sP7
V358/hF0XoT117w/EhGH908seF4B4ttZh5x9++HQ/vD1Ejwg/tWFCvMOdR7a
n/W/ahXo/AlnvWt505UO7We/JBsM4tsdLrPP2X1wvyWwIADxa5VYBBxDDu6/
FLIefN7Frnf1D0TfHtivVcbeBOKfW/t6w6vWA/t/rC/0BvHfnvRo3C93YP9T
aRdpEH+2quFijfz9++fxPfwAOn/Dvn6H86UF+/Yr1G87DeJHP9R8Un1p7/7i
QtvVID5/YnuLKsve/S7JP/tA/AkvL6mcN92zv+pAeRmI323Pd7Qifff+o2H+
iSB+Got1qtLMXfvlzsv7g/hV26NYz5zauT88KNgIxF/sVuEqr7dj/92ja2VB
fPn+gtaiidv2c/ta8oP426Z4Hz36Zct+nuYEVhD/ymd+VsmIzfvXZBz4BTq/
RNcvs2W/3Ib9pf1nweeZpLZasJ85tXI/z/ds8HknZ6qDgPyZ+2Hnn7yz6yyu
P7JzDwAdaHsg
          "]]}, Annotation[#, "Charting`Private`Tag$2914#2"]& ]}}}, {
    DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, 
     AxesOrigin -> {0., 0.}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLines -> {None, None}, AxesLabel -> {None, None}, 
     FrameLabel -> {{None, None}, {None, None}}, DisplayFunction -> Identity, 
     AspectRatio -> 1, AxesLabel -> {None, None}, DisplayFunction :> Identity,
      Frame -> True, FrameLabel -> {{None, None}, {None, None}}, 
     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
     GridLinesStyle -> Directive[
       GrayLevel[0.5, 0.4]], 
     Method -> {
      "DefaultBoundaryStyle" -> Automatic, "DefaultPlotStyle" -> Automatic, 
       "GridLinesInFront" -> True}, PlotRange -> {{-4, 1}, {-3, 3}}, 
     PlotRangeClipping -> True, PlotRangePadding -> {{
        Scaled[0.02], 
        Scaled[0.02]}, {
        Scaled[0.02], 
        Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}],FormBox[
    FormBox[
     TemplateBox[{"\"Discrete spectrum\"", "\"Rescaled discrete spectrum\""}, 
      "LineLegend", DisplayFunction -> (FormBox[
        StyleBox[
         StyleBox[
          PaneBox[
           TagBox[
            GridBox[{{
               TagBox[
                GridBox[{{
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    GrayLevel[0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, {
                   GraphicsBox[{{
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {
                    LineBox[{{0, 10}, {40, 10}}]}}, {
                    Directive[
                    PointSize[0.5], 
                    EdgeForm[None], 
                    Opacity[1.], 
                    FaceForm[
                    Opacity[0.4]], 
                    AbsoluteThickness[1.6], 
                    Dashing[{Small, Small}], 
                    RGBColor[1, 0, 0]], {}}}, AspectRatio -> Full, 
                    ImageSize -> {40, 10}, PlotRangePadding -> None, 
                    ImagePadding -> Automatic, 
                    BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, 
                 GridBoxAlignment -> {
                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
                 AutoDelete -> False, 
                 GridBoxDividers -> {
                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
                  GridBoxSpacings -> {
                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
             AutoDelete -> False, 
             GridBoxItemSize -> {
              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
            "Grid"], Alignment -> Left, AppearanceElements -> None, 
           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
         FontFamily -> "Times", FontFamily -> "Arial"}, Background -> 
         Automatic, StripOnInput -> False], TraditionalForm]& ), 
      InterpretationFunction :> (RowBox[{"LineLegend", "[", 
         RowBox[{
           RowBox[{"{", 
             RowBox[{
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    GrayLevel[0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> GrayLevel[0.], FrameTicks -> None, 
                    PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    GrayLevel[0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["GrayLevelColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    GrayLevel[0], Editable -> False, Selectable -> False]}], 
                 "]"}], ",", 
               RowBox[{"Directive", "[", 
                 RowBox[{
                   RowBox[{"EdgeForm", "[", "None", "]"}], ",", 
                   RowBox[{"Opacity", "[", "1.`", "]"}], ",", 
                   RowBox[{"FaceForm", "[", 
                    RowBox[{"Opacity", "[", "0.4`", "]"}], "]"}], ",", 
                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", 
                   RowBox[{"Dashing", "[", 
                    RowBox[{"{", 
                    RowBox[{"Small", ",", "Small"}], "}"}], "]"}], ",", 
                   InterpretationBox[
                    ButtonBox[
                    TooltipBox[
                    GraphicsBox[{{
                    GrayLevel[0], 
                    RectangleBox[{0, 0}]}, {
                    GrayLevel[0], 
                    RectangleBox[{1, -1}]}, {
                    RGBColor[1, 0, 0], 
                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
                    FrameStyle -> RGBColor[0.6666666666666666, 0., 0.], 
                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
                    Dynamic[{
                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
                    AbsoluteCurrentValue[Magnification]}]], 
                    StyleBox[
                    RowBox[{"RGBColor", "[", 
                    RowBox[{"1", ",", "0", ",", "0"}], "]"}], NumberMarks -> 
                    False]], Appearance -> None, BaseStyle -> {}, 
                    BaselinePosition -> Baseline, DefaultBaseStyle -> {}, 
                    ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, 
                    If[
                    Not[
                    AbsoluteCurrentValue["Deployed"]], 
                    SelectionMove[Typeset`box$, All, Expression]; 
                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
                    FrontEnd`Private`$ColorSelectorInitialColor = 
                    RGBColor[1, 0, 0]; 
                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
                    MathLink`CallFrontEnd[
                    FrontEnd`AttachCell[Typeset`box$, 
                    FrontEndResource["RGBColorValueSelector"], {
                    0, {Left, Bottom}}, {Left, Top}, 
                    "ClosingActions" -> {
                    "SelectionDeparture", "ParentChanged", 
                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
                    Automatic, Method -> "Preemptive"], 
                    RGBColor[1, 0, 0], Editable -> False, Selectable -> 
                    False]}], "]"}]}], "}"}], ",", 
           RowBox[{"{", 
             RowBox[{#, ",", #2}], "}"}], ",", 
           RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", 
           RowBox[{"LabelStyle", "\[Rule]", 
             RowBox[{"{", 
               RowBox[{"FontFamily", "\[Rule]", "\"Times\""}], "}"}]}], ",", 
           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
      Editable -> True], TraditionalForm], TraditionalForm]},
  "Legended",
  DisplayFunction->(GridBox[{{
      TagBox[
       ItemBox[
        PaneBox[
         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
       "SkipImageSizeLevel"], 
      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
    AutoDelete -> False, GridBoxItemSize -> Automatic, 
    BaselinePosition -> {1, 1}]& ),
  Editable->True,
  InterpretationFunction->(RowBox[{"Legended", "[", 
     RowBox[{#, ",", 
       RowBox[{"Placed", "[", 
         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
 CellChangeTimes->{
  3.734216681974085*^9, 3.734262944969002*^9, 3.7342630175880966`*^9, 
   3.73426307413414*^9, 3.7342638631793633`*^9, 3.734264366338315*^9, 
   3.7342648552620616`*^9, 3.7342655426154327`*^9, {3.7342656067951117`*^9, 
   3.7342656212164636`*^9}, 3.7665413244699335`*^9},
 CellLabel->
  "Out[127]=",ExpressionUUID->"06907325-2712-4e18-baa5-a3c9ad95a3de"]
}, Open  ]]
},
WindowSize->{857, 772},
WindowMargins->{{Automatic, -7}, {Automatic, 0}},
FrontEndVersion->"11.3 for Microsoft Windows (64-bit) (March 6, 2018)",
StyleDefinitions->"Default.nb"
]
(* End of Notebook Content *)

(* Internal cache information *)
(*CellTagsOutline
CellTagsIndex->{}
*)
(*CellTagsIndex
CellTagsIndex->{}
*)
(*NotebookFileOutline
Notebook[{
Cell[558, 20, 275, 5, 31, "Item",ExpressionUUID->"ac457a84-75b8-4976-9c07-bec5807a8de4"],
Cell[CellGroupData[{
Cell[858, 29, 162782, 4631, 10691, "Input",ExpressionUUID->"b7b2d7ed-3e1a-4aea-9f6a-4e8410fdcdff"],
Cell[163643, 4662, 406, 6, 32, "Output",ExpressionUUID->"991af734-c230-4794-aa87-ed9bd6d3f2fc"],
Cell[164052, 4670, 458, 7, 32, "Output",ExpressionUUID->"27afbb5c-07ea-4a24-a43a-65a982713b2d"],
Cell[164513, 4679, 458, 7, 32, "Output",ExpressionUUID->"82bff514-90c9-4c87-8ae0-af105471357c"],
Cell[164974, 4688, 428, 7, 32, "Output",ExpressionUUID->"f16b7e2d-46ac-4d6d-a962-e369c0679a3a"],
Cell[165405, 4697, 432, 7, 32, "Output",ExpressionUUID->"8cde36ab-239d-4a18-b32b-03a037d4ecf5"],
Cell[165840, 4706, 399, 6, 32, "Output",ExpressionUUID->"2b45e7e3-fc80-42ed-ab2a-b384231abd8e"],
Cell[166242, 4714, 401, 6, 32, "Output",ExpressionUUID->"c26bca39-ccda-4df3-bf85-03e9fc13bd74"],
Cell[166646, 4722, 83829, 1433, 380, "Output",ExpressionUUID->"fbe9712a-5ffc-43de-b185-95c089ad080a"],
Cell[250478, 6157, 397, 6, 32, "Output",ExpressionUUID->"09928865-5a90-44db-8256-62a54955eb98"],
Cell[250878, 6165, 403, 6, 32, "Output",ExpressionUUID->"096d9175-ce40-42ca-8281-64e14f8a9a5e"],
Cell[251284, 6173, 83674, 1431, 380, "Output",ExpressionUUID->"57b38b70-5745-481c-a0a7-f12d5ef9279a"],
Cell[334961, 7606, 402, 7, 32, "Output",ExpressionUUID->"9f55d293-a64e-495b-9ddf-bb609ec9850a"],
Cell[335366, 7615, 405, 7, 32, "Output",ExpressionUUID->"50bc0f06-4d0d-4ba4-a59f-55ca50c50489"],
Cell[335774, 7624, 85866, 1467, 380, "Output",ExpressionUUID->"b9104f8b-726e-4129-ad51-ce1c816d716f"],
Cell[421643, 9093, 402, 7, 32, "Output",ExpressionUUID->"0971c258-8e03-4b8c-9ed5-ca63e1dcf676"],
Cell[422048, 9102, 406, 7, 32, "Output",ExpressionUUID->"58e1507b-a901-4320-bd60-cde855c91985"],
Cell[422457, 9111, 85834, 1467, 380, "Output",ExpressionUUID->"13d08336-edfd-4ec4-8c3e-8cdc1dd58c3e"],
Cell[508294, 10580, 402, 7, 32, "Output",ExpressionUUID->"110d7525-d94c-4ea9-8b64-f9e2ddb47bf9"],
Cell[508699, 10589, 407, 7, 32, "Output",ExpressionUUID->"22462138-66b0-4963-a3b8-e78754d0749a"],
Cell[509109, 10598, 86336, 1475, 380, "Output",ExpressionUUID->"9a388e03-280d-4cf9-87b6-7a6f8e195684"],
Cell[595448, 12075, 403, 7, 32, "Output",ExpressionUUID->"7ca3e19d-70a6-4c21-9273-d8159100fffe"],
Cell[595854, 12084, 405, 7, 32, "Output",ExpressionUUID->"eaa3225f-19d5-438d-8d9e-9c1a05614cfe"],
Cell[596262, 12093, 86647, 1480, 380, "Output",ExpressionUUID->"06907325-2712-4e18-baa5-a3c9ad95a3de"]
}, Open  ]]
}
]
*)