MIC

Matlab Inversion Collection, including iterative methods and global optimization methods.

License

The MIT License

Inversion methods

Iterative methods

• KA: Kaczmarz's Algorithm
• ART: Algebraic Reconstruction Technique
• SIRT: Simultaneous Iterative Reconstruction Technique
• CG: Conjugate Gradient method
• LM: Levenberg-Marquardt method

Global optimization methods

• GS: Grid-Search method
• MC: Monte-Carlo method
• SA: Simulated Annealing method, including Metropolis and HeatBath
• GA: Genetic Algorithm

Example

There are two examples to demonstrate how to use these matlab functions:

• example1.m for LM, GS, MC, SA & GA
• example2.m for KA, ART, SIRT & CG

Reference

• Aster R C, Borchers B, Thurber C H. Parameter estimation and inverse problems [M]. Academic Press, 2011.
• Sen M K, Stoffa P L. Global optimization methods in geophysical inversion [M]. Cambridge University Press, 2013.

Author

Tche LIU, seistche@gmail.com, USTC