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資源簡介

由于最近時間有限,沒有寫CSDN,但寫了word版的算法總結。此資源包括MOEAD,NSGA2的MATLAB實現代碼以及MOEAD的英文論文的自我學習筆記文檔,代碼有詳細的注釋,并且還附有實驗數據供讀者參考。之后我會盡快提供python版的代碼,還望讀者耐心等待。

資源截圖

代碼片段和文件信息

function?chromo_offspring?=?cross_mutation(?chromo_parent_1chromo_parent_2f_numx_numx_minx_maxpcpmyita1yita2fun?)
%模擬二進制交叉與多項式變異
%%%模擬二進制交叉
if(rand(1)????%初始化子代種群
????off_1=zeros(1x_num+f_num);
????%進行模擬二進制交叉
????u1=zeros(1x_num);
????gama=zeros(1x_num);
????for?j=1:x_num
????????u1(j)=rand(1);
????????if?u1(j)<=0.5
????????????gama(j)=(2*u1(j))^(1/(yita1+1));
????????else
????????????gama(j)=(1/(2*(1-u1(j))))^(1/(yita1+1));
????????end
????????off_1(j)=0.5*((1-gama(j))*chromo_parent_1(j)+(1+gama(j))*chromo_parent_2(j));
????????%使子代在定義域內
????????if(off_1(j)>x_max(j))
????????????off_1(j)=x_max(j);
????????elseif(off_1(j)????????????off_1(j)=x_min(j);
????????end
????end
????%計算子代個體的目標函數值
????off_1(1(x_num+1):(x_num+f_num))=object_fun(off_1f_numx_numfun);
end
%%%多項式變異
if(rand(1)????u2=zeros(1x_num);
????delta=zeros(1x_num);
????for?j=1:x_num
????????u2(j)=rand(1);
????????if(u2(j)<0.5)
????????????delta(j)=(2*u2(j))^(1/(yita2+1))-1;
????????else
????????????delta(j)=1-(2*(1-u2(j)))^(1/(yita2+1));
????????end
????????off_1(j)=off_1(j)+delta(j);
????????%使子代在定義域內
????????if(off_1(j)>x_max(j))
????????????off_1(j)=x_max(j);
????????elseif(off_1(j)????????????off_1(j)=x_min(j);
????????end
????end
????%計算子代個體的目標函數值
????off_1(1(x_num+1):(x_num+f_num))=object_fun(off_1f_numx_numfun);
end
chromo_offspring=off_1;
end


?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-10-09?17:26??MOEAD和NSGA2博客版\
?????目錄???????????0??2018-10-09?17:22??MOEAD和NSGA2博客版\MOEAD\
?????目錄???????????0??2018-10-09?17:22??MOEAD和NSGA2博客版\MOEAD(EP版)\
?????文件????????1522??2018-10-04?12:29??MOEAD和NSGA2博客版\MOEAD(EP版)\cross_mutation.m
?????文件????????1465??2018-10-04?11:30??MOEAD和NSGA2博客版\MOEAD(EP版)\cross_mutation2.m
?????文件?????????645??2018-10-04?14:50??MOEAD和NSGA2博客版\MOEAD(EP版)\deterdomination.m
?????目錄???????????0??2018-10-09?17:22??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\
?????文件???????49599??2018-10-03?17:19??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1.txt
?????文件??????????18??2018-10-08?11:13??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\C_AB1.txt
?????文件??????????18??2018-10-08?11:17??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\C_AB2.txt
?????文件??????????18??2018-10-08?11:19??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\C_AB3.txt
?????文件??????????18??2018-10-08?11:24??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\C_AB4.txt
?????文件??????????18??2018-10-08?11:29??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\C_AB5.txt
?????文件??????????18??2018-10-08?11:13??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\D_AP1.txt
?????文件??????????18??2018-10-08?11:17??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\D_AP2.txt
?????文件??????????18??2018-10-08?11:19??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\D_AP3.txt
?????文件??????????18??2018-10-08?11:24??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\D_AP4.txt
?????文件??????????18??2018-10-08?11:29??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\D_AP5.txt
?????文件?????6030584??2018-10-08?11:13??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\solution1.txt
?????文件?????3538030??2018-10-08?11:17??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\solution2.txt
?????文件?????1695226??2018-10-08?11:19??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\solution3.txt
?????文件?????5160484??2018-10-08?11:24??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\solution4.txt
?????文件?????5447278??2018-10-08?11:29??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ1\solution5.txt
?????目錄???????????0??2018-10-09?17:22??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2\
?????文件???????50910??2018-10-03?17:19??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2.txt
?????文件??????????18??2018-10-08?11:42??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2\C_AB1.txt
?????文件??????????18??2018-10-08?11:50??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2\C_AB2.txt
?????文件??????????18??2018-10-08?13:14??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2\C_AB3.txt
?????文件??????????18??2018-10-08?13:06??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2\C_AB4.txt
?????文件??????????18??2018-10-08?13:24??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2\C_AB5.txt
?????文件??????????18??2018-10-08?11:42??MOEAD和NSGA2博客版\MOEAD(EP版)\DTLZ2\D_AP1.txt
............此處省略545個文件信息

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