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* 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 <ask_ii1@mail.ru> * MCO rebase to main (#183) * 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 <usova@itmm.unn.com> * 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 <usova@itmm.unn.com> * 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 <ask_ii1@mail.ru> * 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 <36537172+RodionovDenis@users.noreply.github.com> Co-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com> Co-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru> Co-authored-by: Karchkov Denis <karchkov.denis@mail.ru> Co-authored-by: UsovaMA <oppabang@mail.ru> Co-authored-by: Marina Usova <usova@itmm.unn.com> Co-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com> Co-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com> Co-authored-by: kozinove <evgeniy.kozinov@gmail.com> Co-authored-by: MADZEROPIE <ask_ii1@mail.ru> * Mco (#186) * Added support for parallel computing mco_process.py -> mco_method_many_lambdas.py * fix tests * Исправлена асинхронная схема * fix comments * fix comment * fix comment * Add mco breast cancer problem (#187) * 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 <usova@itmm.unn.com> * 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 <usova@itmm.unn.com> * 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 <ask_ii1@mail.ru> * 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 <36537172+RodionovDenis@users.noreply.github.com> Co-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com> Co-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru> Co-authored-by: Karchkov Denis <karchkov.denis@mail.ru> Co-authored-by: UsovaMA <oppabang@mail.ru> Co-authored-by: Marina Usova <usova@itmm.unn.com> Co-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com> Co-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com> Co-authored-by: kozinove <evgeniy.kozinov@gmail.com> Co-authored-by: MADZEROPIE <ask_ii1@mail.ru> * 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 <ask_ii1@mail.ru> * MCO rebase to main (#183) * 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 <usova@itmm.unn.com> * 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 <usova@itmm.unn.com> * 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 <ask_ii1@mail.ru> * 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 <36537172+RodionovDenis@users.noreply.github.com> Co-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com> Co-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru> Co-authored-by: Karchkov Denis <karchkov.denis@mail.ru> Co-authored-by: UsovaMA <oppabang@mail.ru> Co-authored-by: Marina Usova <usova@itmm.unn.com> Co-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com> Co-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com> Co-authored-by: kozinove <evgeniy.kozinov@gmail.com> Co-authored-by: MADZEROPIE <ask_ii1@mail.ru> * Mco (#186) * Added support for parallel computing mco_process.py -> mco_method_many_lambdas.py * fix tests * Исправлена асинхронная схема * fix comments * fix comment * fix comment * Add mco breast cancer problem (#187) * 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 <usova@itmm.unn.com> * 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 <usova@itmm.unn.com> * 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 <ask_ii1@mail.ru> * 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 <36537172+RodionovDenis@users.noreply.github.com> Co-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com> Co-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru> Co-authored-by: Karchkov Denis <karchkov.denis@mail.ru> Co-authored-by: UsovaMA <oppabang@mail.ru> Co-authored-by: Marina Usova <usova@itmm.unn.com> Co-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com> Co-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com> Co-authored-by: kozinove <evgeniy.kozinov@gmail.com> Co-authored-by: MADZEROPIE <ask_ii1@mail.ru> * Corrected design * Fixed a bug in task connection * Fixed examples of optimizing the launch of a genetic algorithm * Corrected comments * Corrected design * Corrected comments --------- Co-authored-by: kozinove <evgeniy.kozinov@gmail.com> Co-authored-by: Yanina Kolt <43132462+YaniKolt@users.noreply.github.com> Co-authored-by: MADZEROPIE <ask_ii1@mail.ru> Co-authored-by: dyonichhh <36537172+RodionovDenis@users.noreply.github.com> Co-authored-by: Anton A. Shtanyuk <ashtanyuk@gmail.com> Co-authored-by: Alexander Sysoyev <sysoyev@vmk.unn.ru> Co-authored-by: Karchkov Denis <karchkov.denis@mail.ru> Co-authored-by: UsovaMA <oppabang@mail.ru> Co-authored-by: Marina Usova <usova@itmm.unn.com> Co-authored-by: oleg-w570 <73493289+oleg-w570@users.noreply.github.com>
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