Рабочая начальная версия mco #179
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kozinove
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Feb 6, 2024
examples/mco_example.py
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| from problems.mco_test1 import mco_test1 | ||
| from problems.mco_test3 import mco_test3 | ||
| from problems.mco_test5 import mco_test5 | ||
| from problems.mco_test6 import mco_test6 |
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Лишние импорты надо везде убрать
examples/mco_task.py
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| @@ -0,0 +1,92 @@ | |||
| from problems.mco_test1 import mco_test1 | |||
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- Лишние импорты надо везде убрать
- В чем отличие от mco_example?
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Мне кажется это лучше в тесты переместить
iOpt/method/mco_process.py
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| super().__init__(parameters, task, evolvent, search_data, method, listeners) | ||
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| self.number_of_lambdas = parameters.number_of_lambdas # int |
iOpt/method/mco_process.py
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| else: | ||
| self.start_lambdas = [] | ||
| # else: | ||
| # self.start_lambdas = [[1.0 / task.problem.number_of_objectives] * task.problem.number_of_objectives] |
iOpt/method/mco_process.py
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| self.method.min_delta = 1 | ||
| self.current_num_lambda += 1 | ||
| if self.current_num_lambda < self.number_of_lambdas: | ||
| self.current_lambdas = self.lambdas_list[self.current_num_lambda] # вообще излишне знать текущую, если знаем номер |
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| for i in range(self.task.problem.number_of_objectives): | ||
| point.function_values[number_of_constraints+i] = FunctionValue(FunctionType.OBJECTIV, | ||
| number_of_constraints+i) |
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Мы критерие не с 0 считали в индексном методе?
Если нет, то нужен рефакторинг
| @@ -16,6 +18,26 @@ def calculate_functionals(self, point: SearchDataItem) -> SearchDataItem: | |||
| # Вычисляются ВСЕ критерии | |||
| # Добавить вычисление свертки | |||
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| pass | |||
| number_of_constraints = self.task.problem.number_of_constraints | |||
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Нужно этот калькулятор использовать в методе
iOpt/method/solverFactory.py
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| :return: созданный метод | ||
| """ | ||
| if problem.number_of_objectives > 1: | ||
| # create_method вызывается до create_process... Временное решение: перезатирать task из MCOProcess |
| if parameters.number_of_parallel_points == 1: | ||
| if task.problem.number_of_objectives > 1: | ||
| # А если parameters.number_of_parallel_points > 1??? | ||
| return MCOProcess(parameters=parameters, task=task, evolvent=evolvent, |
| result: np.double = 0 | ||
| x = point.float_variables | ||
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| if function_value.functionID == 0: # OBJECTIV 1 |
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Видно что индекси с 0, я думмаю в методе ошибка
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И еще момент В файле убрать лишние импорты В вашем примере было number_of_lambdas=1. Так мы границу не увидем. При желании iters_limit=16000 можно не увеличивать |
alvls
added a commit
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Mar 5, 2024
* 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>
alvls
added a commit
that referenced
this pull request
Apr 11, 2024
* 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>
alvls
added a commit
that referenced
this pull request
May 8, 2024
* 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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