Mco #190
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Mco #190
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* 1. Добавлены интерфейсы классов для многокритериальной оптимизации * rename classes
* mco test problem & optim task * mco test problem & optim task 2 * added mco_process, fixed convolution and added to mco to solverFactory * mco test problem & optim task 3 * reverted optim task. shouldn't have touched in first place * fixed bug * mco test problem & optim task 4 * mco test problem & optim task 5 * mco test problem & optim task 6 * new problem&test, update method * working ver * mb work * delete comment, add task, evolvent for init lambdas, other refac * delete comment, add start_lambdas&is_scaling, add init_lambdas * fix with comments * fix with comments 1 --------- Co-authored-by: MADZEROPIE <[email protected]>
* Benchmarks (#165) * add benchmarks * fix readme * fix readme * bolt font for arguments * Перевод комментариев в разделе iOpt на английский для документации (#164) * Перевод комментариев в разделе iOpt на английский для документации * Перевод комментариев в разделе iOpt на английский для документации (с исправлениями) * Исправление замечаний по переводу комментов iOpt * Исправление замечаний по переводу комментов iOpt (2) * Перевод комментариев из раздела problems * Update .readthedocs.yml for current requirements of Read the Docs * Update .readthedocs.yml * Update .readthedocs.yml * Update conf.py for English language * 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) * Fixed a bug in the calculator destructor (#168) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Correct target score (#170) * 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. * correct target score * Grid search (#169) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Added grid search * Fixed search * Corrected comments * Fix problem with pool * Removed unnecessary field * Corrected comments * Построение по сеткам известных точек + исправление багов (#172) * add graph by points * fix double axes bug * add lines layers by points --------- Co-authored-by: Marina Usova <[email protected]> * Асинхронная параллельная схема (#166) * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * semi-fix for iter-tasks * Fixed test for asynchronous parallel circuit (#173) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Fixed test for asynchronous parallel circuit * add characteristic in save progress (#176) * add characteristic in save progress * add sol time&accuracy * Дополнение для сохранения в JSON (#177) * add characteristic in save progress * add sol time&accuracy * add Task, Parameters and creation_time for sd_item in save_progress * change save&load * Update method.py * meaningless change * add _init_ in loadProgress * The output of the optimal solution in problems with restrictions has … (#180) * The output of the optimal solution in problems with restrictions has been corrected Parallel index calculator is working properly * Update Stronginc3_example.py * Fix bug with original optimum using (#181) * fix bug with original optimum using * add var for number of constraints and fix objective function value --------- Co-authored-by: Marina Usova <[email protected]> * Corrected documentation of examples (#182) * 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. * correct target score * Append new examples. Correct documentation * Corrected documentation of examples * The calculator is used in trial calculation * Added work with the calculator * Реализация решения задач MCO (#163) * 1. Добавлены интерфейсы классов для многокритериальной оптимизации * rename classes * Рабочая начальная версия mco (#179) * mco test problem & optim task * mco test problem & optim task 2 * added mco_process, fixed convolution and added to mco to solverFactory * mco test problem & optim task 3 * reverted optim task. shouldn't have touched in first place * fixed bug * mco test problem & optim task 4 * mco test problem & optim task 5 * mco test problem & optim task 6 * new problem&test, update method * working ver * mb work * delete comment, add task, evolvent for init lambdas, other refac * delete comment, add start_lambdas&is_scaling, add init_lambdas * fix with comments * fix with comments 1 --------- Co-authored-by: MADZEROPIE <[email protected]> * The calculator is used in trial calculation * Added work with the calculator * Corrected to match the updated interface * Added example with MCO Test1 * Fixed calculator factory --------- Co-authored-by: dyonichhh <[email protected]> Co-authored-by: Anton A. Shtanyuk <[email protected]> Co-authored-by: Alexander Sysoyev <[email protected]> Co-authored-by: Karchkov Denis <[email protected]> Co-authored-by: UsovaMA <[email protected]> Co-authored-by: Marina Usova <[email protected]> Co-authored-by: oleg-w570 <[email protected]> Co-authored-by: Yanina Kolt <[email protected]> Co-authored-by: kozinove <[email protected]> Co-authored-by: MADZEROPIE <[email protected]>
* Benchmarks (#165) * add benchmarks * fix readme * fix readme * bolt font for arguments * Перевод комментариев в разделе iOpt на английский для документации (#164) * Перевод комментариев в разделе iOpt на английский для документации * Перевод комментариев в разделе iOpt на английский для документации (с исправлениями) * Исправление замечаний по переводу комментов iOpt * Исправление замечаний по переводу комментов iOpt (2) * Перевод комментариев из раздела problems * Update .readthedocs.yml for current requirements of Read the Docs * Update .readthedocs.yml * Update .readthedocs.yml * Update conf.py for English language * 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) * Fixed a bug in the calculator destructor (#168) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Correct target score (#170) * 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. * correct target score * Grid search (#169) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Added grid search * Fixed search * Corrected comments * Fix problem with pool * Removed unnecessary field * Corrected comments * Построение по сеткам известных точек + исправление багов (#172) * add graph by points * fix double axes bug * add lines layers by points --------- Co-authored-by: Marina Usova <[email protected]> * Асинхронная параллельная схема (#166) * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * semi-fix for iter-tasks * Fixed test for asynchronous parallel circuit (#173) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Fixed test for asynchronous parallel circuit * add characteristic in save progress (#176) * add characteristic in save progress * add sol time&accuracy * Дополнение для сохранения в JSON (#177) * add characteristic in save progress * add sol time&accuracy * add Task, Parameters and creation_time for sd_item in save_progress * change save&load * Update method.py * meaningless change * add _init_ in loadProgress * The output of the optimal solution in problems with restrictions has … (#180) * The output of the optimal solution in problems with restrictions has been corrected Parallel index calculator is working properly * Update Stronginc3_example.py * Fix bug with original optimum using (#181) * fix bug with original optimum using * add var for number of constraints and fix objective function value --------- Co-authored-by: Marina Usova <[email protected]> * Corrected documentation of examples (#182) * 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. * correct target score * Append new examples. Correct documentation * Corrected documentation of examples * The calculator is used in trial calculation * Added work with the calculator * Реализация решения задач MCO (#163) * 1. Добавлены интерфейсы классов для многокритериальной оптимизации * rename classes * Рабочая начальная версия mco (#179) * mco test problem & optim task * mco test problem & optim task 2 * added mco_process, fixed convolution and added to mco to solverFactory * mco test problem & optim task 3 * reverted optim task. shouldn't have touched in first place * fixed bug * mco test problem & optim task 4 * mco test problem & optim task 5 * mco test problem & optim task 6 * new problem&test, update method * working ver * mb work * delete comment, add task, evolvent for init lambdas, other refac * delete comment, add start_lambdas&is_scaling, add init_lambdas * fix with comments * fix with comments 1 --------- Co-authored-by: MADZEROPIE <[email protected]> * The calculator is used in trial calculation * Added work with the calculator * Corrected to match the updated interface * Added example with MCO Test1 * Fixed calculator factory * Add mco breast cancer problem * line end character changed * Files moved * Corrected comments --------- Co-authored-by: dyonichhh <[email protected]> Co-authored-by: Anton A. Shtanyuk <[email protected]> Co-authored-by: Alexander Sysoyev <[email protected]> Co-authored-by: Karchkov Denis <[email protected]> Co-authored-by: UsovaMA <[email protected]> Co-authored-by: Marina Usova <[email protected]> Co-authored-by: oleg-w570 <[email protected]> Co-authored-by: Yanina Kolt <[email protected]> Co-authored-by: kozinove <[email protected]> Co-authored-by: MADZEROPIE <[email protected]>
* 1. Добавлены интерфейсы классов для многокритериальной оптимизации * rename classes
* mco test problem & optim task * mco test problem & optim task 2 * added mco_process, fixed convolution and added to mco to solverFactory * mco test problem & optim task 3 * reverted optim task. shouldn't have touched in first place * fixed bug * mco test problem & optim task 4 * mco test problem & optim task 5 * mco test problem & optim task 6 * new problem&test, update method * working ver * mb work * delete comment, add task, evolvent for init lambdas, other refac * delete comment, add start_lambdas&is_scaling, add init_lambdas * fix with comments * fix with comments 1 --------- Co-authored-by: MADZEROPIE <[email protected]>
* Benchmarks (#165) * add benchmarks * fix readme * fix readme * bolt font for arguments * Перевод комментариев в разделе iOpt на английский для документации (#164) * Перевод комментариев в разделе iOpt на английский для документации * Перевод комментариев в разделе iOpt на английский для документации (с исправлениями) * Исправление замечаний по переводу комментов iOpt * Исправление замечаний по переводу комментов iOpt (2) * Перевод комментариев из раздела problems * Update .readthedocs.yml for current requirements of Read the Docs * Update .readthedocs.yml * Update .readthedocs.yml * Update conf.py for English language * 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) * Fixed a bug in the calculator destructor (#168) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Correct target score (#170) * 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. * correct target score * Grid search (#169) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Added grid search * Fixed search * Corrected comments * Fix problem with pool * Removed unnecessary field * Corrected comments * Построение по сеткам известных точек + исправление багов (#172) * add graph by points * fix double axes bug * add lines layers by points --------- Co-authored-by: Marina Usova <[email protected]> * Асинхронная параллельная схема (#166) * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * semi-fix for iter-tasks * Fixed test for asynchronous parallel circuit (#173) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Fixed test for asynchronous parallel circuit * add characteristic in save progress (#176) * add characteristic in save progress * add sol time&accuracy * Дополнение для сохранения в JSON (#177) * add characteristic in save progress * add sol time&accuracy * add Task, Parameters and creation_time for sd_item in save_progress * change save&load * Update method.py * meaningless change * add _init_ in loadProgress * The output of the optimal solution in problems with restrictions has … (#180) * The output of the optimal solution in problems with restrictions has been corrected Parallel index calculator is working properly * Update Stronginc3_example.py * Fix bug with original optimum using (#181) * fix bug with original optimum using * add var for number of constraints and fix objective function value --------- Co-authored-by: Marina Usova <[email protected]> * Corrected documentation of examples (#182) * 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. * correct target score * Append new examples. Correct documentation * Corrected documentation of examples * The calculator is used in trial calculation * Added work with the calculator * Реализация решения задач MCO (#163) * 1. Добавлены интерфейсы классов для многокритериальной оптимизации * rename classes * Рабочая начальная версия mco (#179) * mco test problem & optim task * mco test problem & optim task 2 * added mco_process, fixed convolution and added to mco to solverFactory * mco test problem & optim task 3 * reverted optim task. shouldn't have touched in first place * fixed bug * mco test problem & optim task 4 * mco test problem & optim task 5 * mco test problem & optim task 6 * new problem&test, update method * working ver * mb work * delete comment, add task, evolvent for init lambdas, other refac * delete comment, add start_lambdas&is_scaling, add init_lambdas * fix with comments * fix with comments 1 --------- Co-authored-by: MADZEROPIE <[email protected]> * The calculator is used in trial calculation * Added work with the calculator * Corrected to match the updated interface * Added example with MCO Test1 * Fixed calculator factory --------- Co-authored-by: dyonichhh <[email protected]> Co-authored-by: Anton A. Shtanyuk <[email protected]> Co-authored-by: Alexander Sysoyev <[email protected]> Co-authored-by: Karchkov Denis <[email protected]> Co-authored-by: UsovaMA <[email protected]> Co-authored-by: Marina Usova <[email protected]> Co-authored-by: oleg-w570 <[email protected]> Co-authored-by: Yanina Kolt <[email protected]> Co-authored-by: kozinove <[email protected]> Co-authored-by: MADZEROPIE <[email protected]>
* Benchmarks (#165) * add benchmarks * fix readme * fix readme * bolt font for arguments * Перевод комментариев в разделе iOpt на английский для документации (#164) * Перевод комментариев в разделе iOpt на английский для документации * Перевод комментариев в разделе iOpt на английский для документации (с исправлениями) * Исправление замечаний по переводу комментов iOpt * Исправление замечаний по переводу комментов iOpt (2) * Перевод комментариев из раздела problems * Update .readthedocs.yml for current requirements of Read the Docs * Update .readthedocs.yml * Update .readthedocs.yml * Update conf.py for English language * 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) * Fixed a bug in the calculator destructor (#168) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Correct target score (#170) * 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. * correct target score * Grid search (#169) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Added grid search * Fixed search * Corrected comments * Fix problem with pool * Removed unnecessary field * Corrected comments * Построение по сеткам известных точек + исправление багов (#172) * add graph by points * fix double axes bug * add lines layers by points --------- Co-authored-by: Marina Usova <[email protected]> * Асинхронная параллельная схема (#166) * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * async initial * async up * async second * pep8 * pep8 * switch multiprocessing to multiprocess (part of pathos) * revert gkls example * revert requirements.txt * move async implementation from async_parallel_process to async_calculator * pep8 * redundant code removed * test for async parallel process * gkls async example add multiprocess to requirements * gkls async example * semi-fix for iter-tasks * Fixed test for asynchronous parallel circuit (#173) * Fixed a bug in the calculator destructor * Fixed problem with process pool destruction * The design of the example is brought to a single sample * Fixed test for asynchronous parallel circuit * add characteristic in save progress (#176) * add characteristic in save progress * add sol time&accuracy * Дополнение для сохранения в JSON (#177) * add characteristic in save progress * add sol time&accuracy * add Task, Parameters and creation_time for sd_item in save_progress * change save&load * Update method.py * meaningless change * add _init_ in loadProgress * The output of the optimal solution in problems with restrictions has … (#180) * The output of the optimal solution in problems with restrictions has been corrected Parallel index calculator is working properly * Update Stronginc3_example.py * Fix bug with original optimum using (#181) * fix bug with original optimum using * add var for number of constraints and fix objective function value --------- Co-authored-by: Marina Usova <[email protected]> * Corrected documentation of examples (#182) * 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. * correct target score * Append new examples. Correct documentation * Corrected documentation of examples * The calculator is used in trial calculation * Added work with the calculator * Реализация решения задач MCO (#163) * 1. Добавлены интерфейсы классов для многокритериальной оптимизации * rename classes * Рабочая начальная версия mco (#179) * mco test problem & optim task * mco test problem & optim task 2 * added mco_process, fixed convolution and added to mco to solverFactory * mco test problem & optim task 3 * reverted optim task. shouldn't have touched in first place * fixed bug * mco test problem & optim task 4 * mco test problem & optim task 5 * mco test problem & optim task 6 * new problem&test, update method * working ver * mb work * delete comment, add task, evolvent for init lambdas, other refac * delete comment, add start_lambdas&is_scaling, add init_lambdas * fix with comments * fix with comments 1 --------- Co-authored-by: MADZEROPIE <[email protected]> * The calculator is used in trial calculation * Added work with the calculator * Corrected to match the updated interface * Added example with MCO Test1 * Fixed calculator factory * Add mco breast cancer problem * line end character changed * Files moved * Corrected comments --------- Co-authored-by: dyonichhh <[email protected]> Co-authored-by: Anton A. Shtanyuk <[email protected]> Co-authored-by: Alexander Sysoyev <[email protected]> Co-authored-by: Karchkov Denis <[email protected]> Co-authored-by: UsovaMA <[email protected]> Co-authored-by: Marina Usova <[email protected]> Co-authored-by: oleg-w570 <[email protected]> Co-authored-by: Yanina Kolt <[email protected]> Co-authored-by: kozinove <[email protected]> Co-authored-by: MADZEROPIE <[email protected]>
# Conflicts: # iOpt/method/method.py # setup.py
alvls
requested changes
May 7, 2024
examples/MCO_Test1_example.py
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| cfol = ConsoleOutputListener(mode='full') | ||
| solver.add_listener(cfol) | ||
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| # Решение задачи |
examples/MCO_Test1_example.py
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| # Решение задачи | ||
| sol = solver.solve() | ||
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| # вывод множества Парето (координаты - значения функций) |
examples/MCO_Test1_example.py
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| for fvar, fval in zip(var, val): | ||
| print(fvar, fval) | ||
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| # Точки для постороения графика множества Парето x[0]-x[1] |
problems/mco_test1_1.py
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| Вычисление значения выбранной функции в заданной точке. | ||
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| :param point: координаты точки испытания, в которой будет вычислено значение функции | ||
| :param function_value: объект определяющий номер функции в задаче и хранящий значение функции |
problems/mco_test3.py
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| Вычисление значения выбранной функции в заданной точке. | ||
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| :param point: координаты точки испытания, в которой будет вычислено значение функции | ||
| :param function_value: объект определяющий номер функции в задаче и хранящий значение функции |
problems/mco_test5.py
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| Вычисление значения выбранной функции в заданной точке. | ||
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| :param point: координаты точки испытания, в которой будет вычислено значение функции | ||
| :param function_value: объект определяющий номер функции в задаче и хранящий значение функции |
problems/mco_test6.py
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| Вычисление значения выбранной функции в заданной точке. | ||
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| :param point: координаты точки испытания, в которой будет вычислено значение функции | ||
| :param function_value: объект определяющий номер функции в задаче и хранящий значение функции |
problems/mco_test7.py
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| Вычисление значения выбранной функции в заданной точке. | ||
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| :param point: координаты точки испытания, в которой будет вычислено значение функции | ||
| :param function_value: объект определяющий номер функции в задаче и хранящий значение функции |
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