The 3rd Evolutionary Computation Competition The problem is a wind turbine design optimization problem.
http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition.html
wind-turbine_design_optimization/
┣━━ EC2019/ ... 構築された評価用環境ディレクトリ
┣━━ evaluation/
┃ ┣━━ windturbine_SOP.py ... 評価モジュール
┃ ┣━━ pop_vars_eval.txt
┃ ┣━━ pop_objs_eval.txt
┃ ┗━━ pop_cons_eval.txt
┣━━ src/
┃ ┣━━ DE.py ... メインスクリプト
┃ ┣━━ file_handler.py ... write/read用関数
┃ ┣━━ setting.py ... ハイパーパラメータなど
┃ ┗━━ evaluation.bat ... WSL上でPython2.7環境を呼び出し評価モジュールを動かすスクリプト
┣━━ logs/ ... ログ(csv)の格納場所
┣━━ README.md ... このファイル
┗━━ EC2019_build_env.md ... 環境構築手引書
gen | score | cons | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 4000000000 | 4 | 0.937014458 | 0.375607295 | 0.198621521 | 0.629817639 | 0.438473535 | 0.422341653 | 0.685819364 | 0.364868488 | 0.501578977 | 0.271271024 | 0.83129278 | 0.555160532 | 0.217928 | 0.423774985 | 0.605203684 | 0.228705911 | 0.833951438 | 0.164781337 | 0.277995458 | 0.928623426 | 0.394084503 | 0.901266944 | 0.039675384 | 0.455457581 | 0.061754154 | 0.961843399 | 0.925210946 | 0.631669928 | 0.447033101 | 0.333447764 | 0.676803488 | 0.994332462 |
2 | 4000000000 | 4 | 0.937014458 | 0.375607295 | 0.198621521 | 0.629817639 | 0.438473535 | 0.422341653 | 0.685819364 | 0.364868488 | 0.501578977 | 0.271271024 | 0.83129278 | 0.555160532 | 0.217928 | 0.423774985 | 0.605203684 | 0.228705911 | 0.833951438 | 0.164781337 | 0.277995458 | 0.928623426 | 0.394084503 | 0.901266944 | 0.039675384 | 0.455457581 | 0.061754154 | 0.961843399 | 0.925210946 | 0.631669928 | 0.447033101 | 0.333447764 | 0.676803488 | 0.994332462 |
8 | 2000000000 | 2 | 0.48190959 | 0.800194624 | 0.978428287 | 0.82257698 | 0.205864756 | 0.544108503 | 0.725783387 | 0.025005195 | 0.747961776 | 0.424592956 | 0.385068287 | 0.045207391 | 0.358152449 | 0.098540615 | 0.047911045 | 0.7746074 | 0.308825914 | 0.42470199 | 0.570049438 | 0.489931043 | 0.759222459 | 0.818912505 | 0.171662343 | 0.043235251 | 0.203275322 | 0.93866022 | 0.776010598 | 0.531984585 | 0.72338083 | 0.326009157 | 0.068857585 | 0.293962933 |
20 | 1000000000 | 1 | 0.945568961 | 0.9465827 | 0.371377805 | 0.362440664 | 0.906314521 | 0.664171616 | 0.369290792 | 0.35923221 | 0.541758878 | 0.644310149 | 0.618818565 | 0.278880278 | 0.284763608 | 0.396294973 | 0.292894558 | 0.484836113 | 0.340222371 | 0.849297911 | 0.401445604 | 0.820309976 | 0.305822577 | 0.891176458 | 0.32708446 | 0.410356813 | 0.075126184 | 0.952090502 | 0.378840584 | 0.342390157 | 0.849839722 | 0.959541896 | 0.736037022 | 0.995022671 |
23 | 0.182481049 | 0 | 0.981836375 | 0.979766233 | 0.312752269 | 0.124269323 | 0.980392944 | 0.699812508 | 0.718957232 | 0.330045167 | 0.610013178 | 0.680225563 | 0.807125697 | 0.988573299 | 0.613154365 | 0.393300231 | 0.22485031 | 0.772724589 | 0.279476253 | 0.61625429 | 0.900692725 | 0.519604289 | 0.337082505 | 0.874263911 | 0.709949758 | 0.119978417 | 0.071123456 | 0.974526831 | 0.57060085 | 0.366414205 | 0.380390415 | 0.395889627 | 0.258458946 | 0.334034897 |
100 | 0.069757366 | 0 | 0.925009456 | 0.943076767 | 0.701094522 | 0.164347397 | 0.268485088 | 0.380552516 | 0.665283234 | 0.110341774 | 0.540922335 | 0.452724492 | 0.267779913 | 0.22173285 | 0.223826726 | 0.054710629 | 0.216747021 | 0.253773889 | 0.213026656 | 0.16474007 | 0.003987802 | 0.397574948 | 0.514047954 | 0.600232601 | 0.011984402 | 0.38074876 | 0.308710862 | 0.633800613 | 0.762924167 | 0.367984819 | 0.356463178 | 0.326643555 | 0.131282667 | 0.118933262 |
200 | 0.069402798 | 0 | 0.922163082 | 0.941988779 | 0.688795454 | 0.166790214 | 0.268323631 | 0.400234834 | 0.665062831 | 0.104131827 | 0.540690374 | 0.449028351 | 0.267522733 | 0.21972516 | 0.218013819 | 0.038794491 | 0.193590523 | 0.251657111 | 0.202303891 | 0.154598386 | 0.003980874 | 0.396915022 | 0.501536665 | 0.7444055 | 0.005051381 | 0.382776326 | 0.309400598 | 0.628916077 | 0.762939903 | 0.363830239 | 0.354627098 | 0.326597199 | 0.131111622 | 0.115777131 |
300 | 0.069401407 | 0 | 0.922159725 | 0.941984343 | 0.68879062 | 0.166807964 | 0.26831719 | 0.400359736 | 0.665059272 | 0.104118856 | 0.540688763 | 0.449014653 | 0.267505756 | 0.21966959 | 0.217989337 | 0.038700355 | 0.193562965 | 0.251655754 | 0.202285891 | 0.154594345 | 0.003946769 | 0.396817164 | 0.501516497 | 0.744158539 | 0.005085396 | 0.382776289 | 0.309409282 | 0.628878348 | 0.762926078 | 0.363918019 | 0.354615501 | 0.326594191 | 0.131086142 | 0.115776887 |
500 | 0.0694014 | 0 | 0.922159683 | 0.941984305 | 0.688788985 | 0.166808046 | 0.268317003 | 0.400363274 | 0.665059272 | 0.104118823 | 0.54068877 | 0.449014715 | 0.267505753 | 0.219669581 | 0.217989212 | 0.038700328 | 0.193562958 | 0.251655688 | 0.202285905 | 0.154594327 | 0.003946333 | 0.396816532 | 0.50151401 | 0.744151686 | 0.005085614 | 0.382776307 | 0.309409268 | 0.628878276 | 0.762925632 | 0.363918139 | 0.354615307 | 0.326594096 | 0.131086101 | 0.115776817 |