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Добавлены интерфейсы классов для многокритериальной оптимизации\r\n\r\n* rename classes\r\n\r\n* Рабочая начальная версия mco (#179)\r\n\r\n* mco test problem & optim task\r\n\r\n* mco test problem & optim task 2\r\n\r\n* added mco_process, fixed convolution and added to mco to solverFactory\r\n\r\n* mco test problem & optim task 3\r\n\r\n* reverted optim task. shouldn't have touched in first place\r\n\r\n* fixed bug\r\n\r\n* mco test problem & optim task 4\r\n\r\n* mco test problem & optim task 5\r\n\r\n* mco test problem & optim task 6\r\n\r\n* new problem&test, update method\r\n\r\n* working ver\r\n\r\n* mb work\r\n\r\n* delete comment, add task, evolvent for init lambdas, other refac\r\n\r\n* delete comment, add start_lambdas&is_scaling, add init_lambdas\r\n\r\n* fix with comments\r\n\r\n* fix with comments 1\r\n\r\n---------\r\n\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* MCO rebase to main (#183)\r\n\r\n* Benchmarks (#165)\r\n\r\n* add benchmarks\r\n\r\n* fix readme\r\n\r\n* fix readme\r\n\r\n* bolt font for arguments\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (#164)\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (с исправлениями)\r\n\r\n* Исправление замечаний по переводу комментов iOpt\r\n\r\n* Исправление замечаний по переводу комментов iOpt (2)\r\n\r\n* Перевод комментариев из раздела problems\r\n\r\n* Update .readthedocs.yml for current requirements of Read the Docs\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update conf.py for English language\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters. (#167)\r\n\r\n* Fixed a bug in the calculator destructor (#168)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Correct target score (#170)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Grid search (#169)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Added grid search\r\n\r\n* Fixed search\r\n\r\n* Corrected comments\r\n\r\n* Fix problem with pool\r\n\r\n* Removed unnecessary field\r\n\r\n* Corrected comments\r\n\r\n* Построение по сеткам известных точек + исправление багов (#172)\r\n\r\n* add graph by points\r\n\r\n* fix double axes bug\r\n\r\n* add lines layers by points\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Асинхронная параллельная схема (#166)\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* semi-fix for iter-tasks\r\n\r\n* Fixed test for asynchronous parallel circuit (#173)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Fixed test for asynchronous parallel circuit\r\n\r\n* add characteristic in save progress (#176)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* Дополнение для сохранения в JSON (#177)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* add Task, Parameters and creation_time for sd_item in save_progress\r\n\r\n* change save&load\r\n\r\n* Update method.py\r\n\r\n* meaningless change\r\n\r\n* add _init_ in loadProgress\r\n\r\n* The output of the optimal solution in problems with restrictions has … (#180)\r\n\r\n* The output of the optimal solution in problems with restrictions has been corrected\r\nParallel index calculator is working properly\r\n\r\n* Update Stronginc3_example.py\r\n\r\n* Fix bug with original optimum using (#181)\r\n\r\n* fix bug with original optimum using\r\n\r\n* add var for number of constraints and fix objective function value\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Corrected documentation of examples (#182)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Append new examples. Correct documentation\r\n\r\n* Corrected documentation of examples\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Реализация решения задач MCO (#163)\r\n\r\n* 1. Добавлены интерфейсы классов для многокритериальной оптимизации\r\n\r\n* rename classes\r\n\r\n* Рабочая начальная версия mco (#179)\r\n\r\n* mco test problem & optim task\r\n\r\n* mco test problem & optim task 2\r\n\r\n* added mco_process, fixed convolution and added to mco to solverFactory\r\n\r\n* mco test problem & optim task 3\r\n\r\n* reverted optim task. shouldn't have touched in first place\r\n\r\n* fixed bug\r\n\r\n* mco test problem & optim task 4\r\n\r\n* mco test problem & optim task 5\r\n\r\n* mco test problem & optim task 6\r\n\r\n* new problem&test, update method\r\n\r\n* working ver\r\n\r\n* mb work\r\n\r\n* delete comment, add task, evolvent for init lambdas, other refac\r\n\r\n* delete comment, add start_lambdas&is_scaling, add init_lambdas\r\n\r\n* fix with comments\r\n\r\n* fix with comments 1\r\n\r\n---------\r\n\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Corrected to match the updated interface\r\n\r\n* Added example with MCO Test1\r\n\r\n* Fixed calculator factory\r\n\r\n---------\r\n\r\nCo-authored-by: dyonichhh <36537172+RodionovDenis@users.noreply.github.com>\r\nCo-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com>\r\nCo-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru>\r\nCo-authored-by: Karchkov Denis <karchkov.denis@mail.ru>\r\nCo-authored-by: UsovaMA <oppabang@mail.ru>\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\nCo-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>\r\nCo-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com>\r\nCo-authored-by: kozinove <evgeniy.kozinov@gmail.com>\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* Mco (#186)\r\n\r\n* Added support for parallel computing\r\nmco_process.py -> mco_method_many_lambdas.py\r\n\r\n* fix tests\r\n\r\n* Исправлена асинхронная схема\r\n\r\n* fix comments\r\n\r\n* fix comment\r\n\r\n* fix comment\r\n\r\n* Add mco breast cancer problem (#187)\r\n\r\n* Benchmarks (#165)\r\n\r\n* add benchmarks\r\n\r\n* fix readme\r\n\r\n* fix readme\r\n\r\n* bolt font for arguments\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (#164)\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (с исправлениями)\r\n\r\n* Исправление замечаний по переводу комментов iOpt\r\n\r\n* Исправление замечаний по переводу комментов iOpt (2)\r\n\r\n* Перевод комментариев из раздела problems\r\n\r\n* Update .readthedocs.yml for current requirements of Read the Docs\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update conf.py for English language\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters. (#167)\r\n\r\n* Fixed a bug in the calculator destructor (#168)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Correct target score (#170)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Grid search (#169)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Added grid search\r\n\r\n* Fixed search\r\n\r\n* Corrected comments\r\n\r\n* Fix problem with pool\r\n\r\n* Removed unnecessary field\r\n\r\n* Corrected comments\r\n\r\n* Построение по сеткам известных точек + исправление багов (#172)\r\n\r\n* add graph by points\r\n\r\n* fix double axes bug\r\n\r\n* add lines layers by points\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Асинхронная параллельная схема (#166)\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* semi-fix for iter-tasks\r\n\r\n* Fixed test for asynchronous parallel circuit (#173)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Fixed test for asynchronous parallel circuit\r\n\r\n* add characteristic in save progress (#176)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* Дополнение для сохранения в JSON (#177)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* add Task, Parameters and creation_time for sd_item in save_progress\r\n\r\n* change save&load\r\n\r\n* Update method.py\r\n\r\n* meaningless change\r\n\r\n* add _init_ in loadProgress\r\n\r\n* The output of the optimal solution in problems with restrictions has … (#180)\r\n\r\n* The output of the optimal solution in problems with restrictions has been corrected\r\nParallel index calculator is working properly\r\n\r\n* Update Stronginc3_example.py\r\n\r\n* Fix bug with original optimum using (#181)\r\n\r\n* fix bug with original optimum using\r\n\r\n* add var for number of constraints and fix objective function value\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Corrected documentation of examples (#182)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Append new examples. Correct documentation\r\n\r\n* Corrected documentation of examples\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Реализация решения задач MCO (#163)\r\n\r\n* 1. Добавлены интерфейсы классов для многокритериальной оптимизации\r\n\r\n* rename classes\r\n\r\n* Рабочая начальная версия mco (#179)\r\n\r\n* mco test problem & optim task\r\n\r\n* mco test problem & optim task 2\r\n\r\n* added mco_process, fixed convolution and added to mco to solverFactory\r\n\r\n* mco test problem & optim task 3\r\n\r\n* reverted optim task. shouldn't have touched in first place\r\n\r\n* fixed bug\r\n\r\n* mco test problem & optim task 4\r\n\r\n* mco test problem & optim task 5\r\n\r\n* mco test problem & optim task 6\r\n\r\n* new problem&test, update method\r\n\r\n* working ver\r\n\r\n* mb work\r\n\r\n* delete comment, add task, evolvent for init lambdas, other refac\r\n\r\n* delete comment, add start_lambdas&is_scaling, add init_lambdas\r\n\r\n* fix with comments\r\n\r\n* fix with comments 1\r\n\r\n---------\r\n\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Corrected to match the updated interface\r\n\r\n* Added example with MCO Test1\r\n\r\n* Fixed calculator factory\r\n\r\n* Add mco breast cancer problem\r\n\r\n* line end character changed\r\n\r\n* Files moved\r\n\r\n* Corrected comments\r\n\r\n---------\r\n\r\nCo-authored-by: dyonichhh <36537172+RodionovDenis@users.noreply.github.com>\r\nCo-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com>\r\nCo-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru>\r\nCo-authored-by: Karchkov Denis <karchkov.denis@mail.ru>\r\nCo-authored-by: UsovaMA <oppabang@mail.ru>\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\nCo-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>\r\nCo-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com>\r\nCo-authored-by: kozinove <evgeniy.kozinov@gmail.com>\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* Реализация решения задач MCO (#163)\r\n\r\n* 1. Добавлены интерфейсы классов для многокритериальной оптимизации\r\n\r\n* rename classes\r\n\r\n* Рабочая начальная версия mco (#179)\r\n\r\n* mco test problem & optim task\r\n\r\n* mco test problem & optim task 2\r\n\r\n* added mco_process, fixed convolution and added to mco to solverFactory\r\n\r\n* mco test problem & optim task 3\r\n\r\n* reverted optim task. shouldn't have touched in first place\r\n\r\n* fixed bug\r\n\r\n* mco test problem & optim task 4\r\n\r\n* mco test problem & optim task 5\r\n\r\n* mco test problem & optim task 6\r\n\r\n* new problem&test, update method\r\n\r\n* working ver\r\n\r\n* mb work\r\n\r\n* delete comment, add task, evolvent for init lambdas, other refac\r\n\r\n* delete comment, add start_lambdas&is_scaling, add init_lambdas\r\n\r\n* fix with comments\r\n\r\n* fix with comments 1\r\n\r\n---------\r\n\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* MCO rebase to main (#183)\r\n\r\n* Benchmarks (#165)\r\n\r\n* add benchmarks\r\n\r\n* fix readme\r\n\r\n* fix readme\r\n\r\n* bolt font for arguments\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (#164)\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (с исправлениями)\r\n\r\n* Исправление замечаний по переводу комментов iOpt\r\n\r\n* Исправление замечаний по переводу комментов iOpt (2)\r\n\r\n* Перевод комментариев из раздела problems\r\n\r\n* Update .readthedocs.yml for current requirements of Read the Docs\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update conf.py for English language\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters. (#167)\r\n\r\n* Fixed a bug in the calculator destructor (#168)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Correct target score (#170)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Grid search (#169)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Added grid search\r\n\r\n* Fixed search\r\n\r\n* Corrected comments\r\n\r\n* Fix problem with pool\r\n\r\n* Removed unnecessary field\r\n\r\n* Corrected comments\r\n\r\n* Построение по сеткам известных точек + исправление багов (#172)\r\n\r\n* add graph by points\r\n\r\n* fix double axes bug\r\n\r\n* add lines layers by points\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Асинхронная параллельная схема (#166)\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* semi-fix for iter-tasks\r\n\r\n* Fixed test for asynchronous parallel circuit (#173)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Fixed test for asynchronous parallel circuit\r\n\r\n* add characteristic in save progress (#176)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* Дополнение для сохранения в JSON (#177)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* add Task, Parameters and creation_time for sd_item in save_progress\r\n\r\n* change save&load\r\n\r\n* Update method.py\r\n\r\n* meaningless change\r\n\r\n* add _init_ in loadProgress\r\n\r\n* The output of the optimal solution in problems with restrictions has … (#180)\r\n\r\n* The output of the optimal solution in problems with restrictions has been corrected\r\nParallel index calculator is working properly\r\n\r\n* Update Stronginc3_example.py\r\n\r\n* Fix bug with original optimum using (#181)\r\n\r\n* fix bug with original optimum using\r\n\r\n* add var for number of constraints and fix objective function value\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Corrected documentation of examples (#182)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Append new examples. Correct documentation\r\n\r\n* Corrected documentation of examples\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Реализация решения задач MCO (#163)\r\n\r\n* 1. Добавлены интерфейсы классов для многокритериальной оптимизации\r\n\r\n* rename classes\r\n\r\n* Рабочая начальная версия mco (#179)\r\n\r\n* mco test problem & optim task\r\n\r\n* mco test problem & optim task 2\r\n\r\n* added mco_process, fixed convolution and added to mco to solverFactory\r\n\r\n* mco test problem & optim task 3\r\n\r\n* reverted optim task. shouldn't have touched in first place\r\n\r\n* fixed bug\r\n\r\n* mco test problem & optim task 4\r\n\r\n* mco test problem & optim task 5\r\n\r\n* mco test problem & optim task 6\r\n\r\n* new problem&test, update method\r\n\r\n* working ver\r\n\r\n* mb work\r\n\r\n* delete comment, add task, evolvent for init lambdas, other refac\r\n\r\n* delete comment, add start_lambdas&is_scaling, add init_lambdas\r\n\r\n* fix with comments\r\n\r\n* fix with comments 1\r\n\r\n---------\r\n\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Corrected to match the updated interface\r\n\r\n* Added example with MCO Test1\r\n\r\n* Fixed calculator factory\r\n\r\n---------\r\n\r\nCo-authored-by: dyonichhh <36537172+RodionovDenis@users.noreply.github.com>\r\nCo-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com>\r\nCo-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru>\r\nCo-authored-by: Karchkov Denis <karchkov.denis@mail.ru>\r\nCo-authored-by: UsovaMA <oppabang@mail.ru>\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\nCo-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>\r\nCo-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com>\r\nCo-authored-by: kozinove <evgeniy.kozinov@gmail.com>\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* Mco (#186)\r\n\r\n* Added support for parallel computing\r\nmco_process.py -> mco_method_many_lambdas.py\r\n\r\n* fix tests\r\n\r\n* Исправлена асинхронная схема\r\n\r\n* fix comments\r\n\r\n* fix comment\r\n\r\n* fix comment\r\n\r\n* Add mco breast cancer problem (#187)\r\n\r\n* Benchmarks (#165)\r\n\r\n* add benchmarks\r\n\r\n* fix readme\r\n\r\n* fix readme\r\n\r\n* bolt font for arguments\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (#164)\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (с исправлениями)\r\n\r\n* Исправление замечаний по переводу комментов iOpt\r\n\r\n* Исправление замечаний по переводу комментов iOpt (2)\r\n\r\n* Перевод комментариев из раздела problems\r\n\r\n* Update .readthedocs.yml for current requirements of Read the Docs\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update conf.py for English language\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters. (#167)\r\n\r\n* Fixed a bug in the calculator destructor (#168)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Correct target score (#170)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Grid search (#169)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Added grid search\r\n\r\n* Fixed search\r\n\r\n* Corrected comments\r\n\r\n* Fix problem with pool\r\n\r\n* Removed unnecessary field\r\n\r\n* Corrected comments\r\n\r\n* Построение по сеткам известных точек + исправление багов (#172)\r\n\r\n* add graph by points\r\n\r\n* fix double axes bug\r\n\r\n* add lines layers by points\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Асинхронная параллельная схема (#166)\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* semi-fix for iter-tasks\r\n\r\n* Fixed test for asynchronous parallel circuit (#173)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Fixed test for asynchronous parallel circuit\r\n\r\n* add characteristic in save progress (#176)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* Дополнение для сохранения в JSON (#177)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* add Task, Parameters and creation_time for sd_item in save_progress\r\n\r\n* change save&load\r\n\r\n* Update method.py\r\n\r\n* meaningless change\r\n\r\n* add _init_ in loadProgress\r\n\r\n* The output of the optimal solution in problems with restrictions has … (#180)\r\n\r\n* The output of the optimal solution in problems with restrictions has been corrected\r\nParallel index calculator is working properly\r\n\r\n* Update Stronginc3_example.py\r\n\r\n* Fix bug with original optimum using (#181)\r\n\r\n* fix bug with original optimum using\r\n\r\n* add var for number of constraints and fix objective function value\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Corrected documentation of examples (#182)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Append new examples. Correct documentation\r\n\r\n* Corrected documentation of examples\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Реализация решения задач MCO (#163)\r\n\r\n* 1. Добавлены интерфейсы классов для многокритериальной оптимизации\r\n\r\n* rename classes\r\n\r\n* Рабочая начальная версия mco (#179)\r\n\r\n* mco test problem & optim task\r\n\r\n* mco test problem & optim task 2\r\n\r\n* added mco_process, fixed convolution and added to mco to solverFactory\r\n\r\n* mco test problem & optim task 3\r\n\r\n* reverted optim task. shouldn't have touched in first place\r\n\r\n* fixed bug\r\n\r\n* mco test problem & optim task 4\r\n\r\n* mco test problem & optim task 5\r\n\r\n* mco test problem & optim task 6\r\n\r\n* new problem&test, update method\r\n\r\n* working ver\r\n\r\n* mb work\r\n\r\n* delete comment, add task, evolvent for init lambdas, other refac\r\n\r\n* delete comment, add start_lambdas&is_scaling, add init_lambdas\r\n\r\n* fix with comments\r\n\r\n* fix with comments 1\r\n\r\n---------\r\n\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Corrected to match the updated interface\r\n\r\n* Added example with MCO Test1\r\n\r\n* Fixed calculator factory\r\n\r\n* Add mco breast cancer problem\r\n\r\n* line end character changed\r\n\r\n* Files moved\r\n\r\n* Corrected comments\r\n\r\n---------\r\n\r\nCo-authored-by: dyonichhh <36537172+RodionovDenis@users.noreply.github.com>\r\nCo-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com>\r\nCo-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru>\r\nCo-authored-by: Karchkov Denis <karchkov.denis@mail.ru>\r\nCo-authored-by: UsovaMA <oppabang@mail.ru>\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\nCo-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>\r\nCo-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com>\r\nCo-authored-by: kozinove <evgeniy.kozinov@gmail.com>\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* Corrected design\r\n\r\n* Fixed a bug in task connection\r\n\r\n* Fixed examples of optimizing the launch of a genetic algorithm\r\n\r\n* Corrected comments\r\n\r\n* Corrected design\r\n\r\n* Corrected comments\r\n\r\n---------\r\n\r\nCo-authored-by: kozinove <evgeniy.kozinov@gmail.com>\r\nCo-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com>\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\nCo-authored-by: dyonichhh <36537172+RodionovDenis@users.noreply.github.com>\r\nCo-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com>\r\nCo-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru>\r\nCo-authored-by: Karchkov Denis <karchkov.denis@mail.ru>\r\nCo-authored-by: UsovaMA <oppabang@mail.ru>\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\nCo-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>","shortMessageHtmlLink":"Mco (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2260754746\" data-permission-text=\"Title is private\" data-url=\"https://github.com/aimclub/iOpt/issues/190\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/aimclub/iOpt/pull/190/hovercard\" href=\"https://github.com/aimclub/iOpt/pull/190\">#190</a>)"}},{"before":"4ff351b9b601eec55223418769d7139d6fe3e9de","after":"43c65636e640e2d19552c62b5111ecc074474fae","ref":"refs/heads/mco","pushedAt":"2024-04-11T16:37:15.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"alvls","name":"Alexander Sysoyev","path":"/alvls","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/5449780?s=80&v=4"},"commit":{"message":"Add mco breast cancer problem (#187)\n\n* Benchmarks (#165)\r\n\r\n* add benchmarks\r\n\r\n* fix readme\r\n\r\n* fix readme\r\n\r\n* bolt font for arguments\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (#164)\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (с исправлениями)\r\n\r\n* Исправление замечаний по переводу комментов iOpt\r\n\r\n* Исправление замечаний по переводу комментов iOpt (2)\r\n\r\n* Перевод комментариев из раздела problems\r\n\r\n* Update .readthedocs.yml for current requirements of Read the Docs\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update conf.py for English language\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters. (#167)\r\n\r\n* Fixed a bug in the calculator destructor (#168)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Correct target score (#170)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Grid search (#169)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Added grid search\r\n\r\n* Fixed search\r\n\r\n* Corrected comments\r\n\r\n* Fix problem with pool\r\n\r\n* Removed unnecessary field\r\n\r\n* Corrected comments\r\n\r\n* Построение по сеткам известных точек + исправление багов (#172)\r\n\r\n* add graph by points\r\n\r\n* fix double axes bug\r\n\r\n* add lines layers by points\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Асинхронная параллельная схема (#166)\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* semi-fix for iter-tasks\r\n\r\n* Fixed test for asynchronous parallel circuit (#173)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Fixed test for asynchronous parallel circuit\r\n\r\n* add characteristic in save progress (#176)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* Дополнение для сохранения в JSON (#177)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* add Task, Parameters and creation_time for sd_item in save_progress\r\n\r\n* change save&load\r\n\r\n* Update method.py\r\n\r\n* meaningless change\r\n\r\n* add _init_ in loadProgress\r\n\r\n* The output of the optimal solution in problems with restrictions has … (#180)\r\n\r\n* The output of the optimal solution in problems with restrictions has been corrected\r\nParallel index calculator is working properly\r\n\r\n* Update Stronginc3_example.py\r\n\r\n* Fix bug with original optimum using (#181)\r\n\r\n* fix bug with original optimum using\r\n\r\n* add var for number of constraints and fix objective function value\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Corrected documentation of examples (#182)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Append new examples. Correct documentation\r\n\r\n* Corrected documentation of examples\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Реализация решения задач MCO (#163)\r\n\r\n* 1. Добавлены интерфейсы классов для многокритериальной оптимизации\r\n\r\n* rename classes\r\n\r\n* Рабочая начальная версия mco (#179)\r\n\r\n* mco test problem & optim task\r\n\r\n* mco test problem & optim task 2\r\n\r\n* added mco_process, fixed convolution and added to mco to solverFactory\r\n\r\n* mco test problem & optim task 3\r\n\r\n* reverted optim task. shouldn't have touched in first place\r\n\r\n* fixed bug\r\n\r\n* mco test problem & optim task 4\r\n\r\n* mco test problem & optim task 5\r\n\r\n* mco test problem & optim task 6\r\n\r\n* new problem&test, update method\r\n\r\n* working ver\r\n\r\n* mb work\r\n\r\n* delete comment, add task, evolvent for init lambdas, other refac\r\n\r\n* delete comment, add start_lambdas&is_scaling, add init_lambdas\r\n\r\n* fix with comments\r\n\r\n* fix with comments 1\r\n\r\n---------\r\n\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Corrected to match the updated interface\r\n\r\n* Added example with MCO Test1\r\n\r\n* Fixed calculator factory\r\n\r\n* Add mco breast cancer problem\r\n\r\n* line end character changed\r\n\r\n* Files moved\r\n\r\n* Corrected comments\r\n\r\n---------\r\n\r\nCo-authored-by: dyonichhh <36537172+RodionovDenis@users.noreply.github.com>\r\nCo-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com>\r\nCo-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru>\r\nCo-authored-by: Karchkov Denis <karchkov.denis@mail.ru>\r\nCo-authored-by: UsovaMA <oppabang@mail.ru>\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\nCo-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>\r\nCo-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com>\r\nCo-authored-by: kozinove <evgeniy.kozinov@gmail.com>\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>","shortMessageHtmlLink":"Add mco breast cancer problem (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2184294196\" data-permission-text=\"Title is private\" data-url=\"https://github.com/aimclub/iOpt/issues/187\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/aimclub/iOpt/pull/187/hovercard\" href=\"https://github.com/aimclub/iOpt/pull/187\">#187</a>)"}},{"before":"17c22d20362c626eadb34fe64df86a9e0c3c9ba1","after":"0f04ac4199378b4058bfa9502c9b50ad703cbfae","ref":"refs/heads/main","pushedAt":"2024-03-20T06:22:53.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"alvls","name":"Alexander Sysoyev","path":"/alvls","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/5449780?s=80&v=4"},"commit":{"message":"setup.py exclude examples and benchmarks (#189)","shortMessageHtmlLink":"setup.py exclude examples and benchmarks (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2193099865\" data-permission-text=\"Title is private\" data-url=\"https://github.com/aimclub/iOpt/issues/189\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/aimclub/iOpt/pull/189/hovercard\" href=\"https://github.com/aimclub/iOpt/pull/189\">#189</a>)"}},{"before":"589e30f9783944a92422ab74c0200baa48952aa7","after":"4ff351b9b601eec55223418769d7139d6fe3e9de","ref":"refs/heads/mco","pushedAt":"2024-03-13T17:50:06.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"alvls","name":"Alexander Sysoyev","path":"/alvls","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/5449780?s=80&v=4"},"commit":{"message":"Mco (#186)\n\n* Added support for parallel computing\r\nmco_process.py -> mco_method_many_lambdas.py\r\n\r\n* fix tests\r\n\r\n* Исправлена асинхронная схема\r\n\r\n* fix comments\r\n\r\n* fix comment\r\n\r\n* fix comment","shortMessageHtmlLink":"Mco (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2184011545\" data-permission-text=\"Title is private\" data-url=\"https://github.com/aimclub/iOpt/issues/186\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/aimclub/iOpt/pull/186/hovercard\" href=\"https://github.com/aimclub/iOpt/pull/186\">#186</a>)"}},{"before":"f0ffb2234c92c08a2ed19e5e52f9958312da4d5d","after":"589e30f9783944a92422ab74c0200baa48952aa7","ref":"refs/heads/mco","pushedAt":"2024-03-05T14:46:34.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"alvls","name":"Alexander Sysoyev","path":"/alvls","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/5449780?s=80&v=4"},"commit":{"message":"MCO rebase to main (#183)\n\n* Benchmarks (#165)\r\n\r\n* add benchmarks\r\n\r\n* fix readme\r\n\r\n* fix readme\r\n\r\n* bolt font for arguments\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (#164)\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации\r\n\r\n* Перевод комментариев в разделе iOpt на английский для документации (с исправлениями)\r\n\r\n* Исправление замечаний по переводу комментов iOpt\r\n\r\n* Исправление замечаний по переводу комментов iOpt (2)\r\n\r\n* Перевод комментариев из раздела problems\r\n\r\n* Update .readthedocs.yml for current requirements of Read the Docs\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update .readthedocs.yml\r\n\r\n* Update conf.py for English language\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters. (#167)\r\n\r\n* Fixed a bug in the calculator destructor (#168)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Correct target score (#170)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Grid search (#169)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Added grid search\r\n\r\n* Fixed search\r\n\r\n* Corrected comments\r\n\r\n* Fix problem with pool\r\n\r\n* Removed unnecessary field\r\n\r\n* Corrected comments\r\n\r\n* Построение по сеткам известных точек + исправление багов (#172)\r\n\r\n* add graph by points\r\n\r\n* fix double axes bug\r\n\r\n* add lines layers by points\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Асинхронная параллельная схема (#166)\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* async initial\r\n\r\n* async up\r\n\r\n* async second\r\n\r\n* pep8\r\n\r\n* pep8\r\n\r\n* switch multiprocessing to multiprocess (part of pathos)\r\n\r\n* revert gkls example\r\n\r\n* revert requirements.txt\r\n\r\n* move async implementation from async_parallel_process to async_calculator\r\n\r\n* pep8\r\n\r\n* redundant code removed\r\n\r\n* test for async parallel process\r\n\r\n* gkls async example\r\nadd multiprocess to requirements\r\n\r\n* gkls async example\r\n\r\n* semi-fix for iter-tasks\r\n\r\n* Fixed test for asynchronous parallel circuit (#173)\r\n\r\n* Fixed a bug in the calculator destructor\r\n\r\n* Fixed problem with process pool destruction\r\n\r\n* The design of the example is brought to a single sample\r\n\r\n* Fixed test for asynchronous parallel circuit\r\n\r\n* add characteristic in save progress (#176)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* Дополнение для сохранения в JSON (#177)\r\n\r\n* add characteristic in save progress\r\n\r\n* add sol time&accuracy\r\n\r\n* add Task, Parameters and creation_time for sd_item in save_progress\r\n\r\n* change save&load\r\n\r\n* Update method.py\r\n\r\n* meaningless change\r\n\r\n* add _init_ in loadProgress\r\n\r\n* The output of the optimal solution in problems with restrictions has … (#180)\r\n\r\n* The output of the optimal solution in problems with restrictions has been corrected\r\nParallel index calculator is working properly\r\n\r\n* Update Stronginc3_example.py\r\n\r\n* Fix bug with original optimum using (#181)\r\n\r\n* fix bug with original optimum using\r\n\r\n* add var for number of constraints and fix objective function value\r\n\r\n---------\r\n\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\n\r\n* Corrected documentation of examples (#182)\r\n\r\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Append new examples. Correct documentation\r\n\r\n* Corrected documentation of examples\r\n\r\n* The calculator is used in trial calculation\r\n\r\n* Added work with the calculator\r\n\r\n* Реализация решения задач MCO (#163)\r\n\r\n* 1. 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Shtanyuk <ashtanyuk@gmail.com>\r\nCo-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru>\r\nCo-authored-by: Karchkov Denis <karchkov.denis@mail.ru>\r\nCo-authored-by: UsovaMA <oppabang@mail.ru>\r\nCo-authored-by: Marina Usova <usova@itmm.unn.com>\r\nCo-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>\r\nCo-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com>\r\nCo-authored-by: kozinove <evgeniy.kozinov@gmail.com>\r\nCo-authored-by: MADZEROPIE <ask_ii1@mail.ru>","shortMessageHtmlLink":"MCO rebase to main (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2166487051\" data-permission-text=\"Title is private\" data-url=\"https://github.com/aimclub/iOpt/issues/183\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/aimclub/iOpt/pull/183/hovercard\" href=\"https://github.com/aimclub/iOpt/pull/183\">#183</a>)"}},{"before":"7678b5f938c98bca52e9b2812465918ab880c6b6","after":"17c22d20362c626eadb34fe64df86a9e0c3c9ba1","ref":"refs/heads/main","pushedAt":"2024-02-20T08:36:00.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"alvls","name":"Alexander Sysoyev","path":"/alvls","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/5449780?s=80&v=4"},"commit":{"message":"Corrected documentation of examples (#182)\n\n* I supplemented the documentation with a paragraph about the work of the framework with the optimal selection of two real and one discrete parameters. Corrected the problem code for finding real and discrete parameters.\r\n\r\n* correct target score\r\n\r\n* Append new examples. Correct documentation\r\n\r\n* Corrected documentation of examples","shortMessageHtmlLink":"Corrected documentation of examples (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2120068849\" data-permission-text=\"Title is private\" data-url=\"https://github.com/aimclub/iOpt/issues/182\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/aimclub/iOpt/pull/182/hovercard\" href=\"https://github.com/aimclub/iOpt/pull/182\">#182</a>)"}},{"before":"d71cc8529769af1cc690d1c8d55b8dfeeebae930","after":"7678b5f938c98bca52e9b2812465918ab880c6b6","ref":"refs/heads/main","pushedAt":"2024-02-20T08:35:45.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"alvls","name":"Alexander Sysoyev","path":"/alvls","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/5449780?s=80&v=4"},"commit":{"message":"Fix bug with original optimum using (#181)\n\n* fix bug with original optimum using\r\n\r\n* add var for number of constraints and fix 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