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引入粒子群算法改進的引力搜索算法,帶有測試函數,可直接運行測試

代碼片段和文件信息
%PSOGSA?source?code?v3.0?Generated?by?SeyedAli?Mirjalili?2011.?
%Adopted?from:?S.?Mirjalili?S.Z.?Mohd?Hashim?揂?New?Hybrid?PSOGSA?
%Algorithm?for?Function?Optimization?in?IEEE?International?Conference?
%on?Computer?and?Information?Application?ICCIA?2010)?China?2010?pp.374-377.
%?This?function?calculates?the?value?of?objective?function.
function?fit=benchmark_functions(LBenchmark_Function_IDdim)
%You?can?insert?your?own?objective?function?with?a?new?Benchmark_Function_ID.
if?Benchmark_Function_ID==1
fit=sum(L.^2);
end
if?Benchmark_Function_ID==2?
fit=sum(abs(L))+prod(abs(L));
end
if?Benchmark_Function_ID==3
????fit=0;
????for?i=1:dim
????fit=fit+sum(L(1:i))^2;
????end
end
if?Benchmark_Function_ID==4
????fit=max(abs(L));
end
if?Benchmark_Function_ID==5
????fit=sum(100*(L(2:dim)-(L(1:dim-1).^2)).^2+(L(1:dim-1)-1).^2);
end
if?Benchmark_Function_ID==6
????fit=sum(abs((L+.5)).^2);
end
if?Benchmark_Function_ID==7
????fit=sum([1:dim].*(L.^4))+rand;
end
if?Benchmark_Function_ID==8
????fit=sum(-L.*sin(sqrt(abs(L))));
end
if?Benchmark_Function_ID==9
????fit=sum(L.^2-10*cos(2*pi.*L))+10*dim;
end
if?Benchmark_Function_ID==10
????fit=-20*exp(-.2*sqrt(sum(L.^2)/dim))-exp(sum(cos(2*pi.*L))/dim)+20+exp(1);
end
if?Benchmark_Function_ID==11
????fit=sum(L.^2)/4000-prod(cos(L./sqrt([1:dim])))+1;
end
if?Benchmark_Function_ID==12
????fit=(pi/dim)*(10*((sin(pi*(1+(L(1)+1)/4)))^2)+sum((((L(1:dim-1)+1)./4).^2).*...
????????(1+10.*((sin(pi.*(1+(L(2:dim)+1)./4)))).^2))+((L(dim)+1)/4)^2)+sum(Ufun(L101004));
end
if?Benchmark_Function_ID==13
????fit=.1*((sin(3*pi*L(1)))^2+sum((L(1:dim-1)-1).^2.*(1+(sin(3.*pi.*L(2:dim))).^2))+...
????????((L(dim)-1)^2)*(1+(sin(2*pi*L(dim)))^2))+sum(Ufun(L51004));
end
if?Benchmark_Function_ID==14
aS=[-32?-16?0?16?32?-32?-16?0?16?32?-32?-16?0?16?32?-32?-16?0?16?32?-32?-16?0?16?32;...
-32?-32?-32?-32?-32?-16?-16?-16?-16?-16?0?0?0?0?0?16?16?16?16?16?32?32?32?32?32];
????for?j=1:25
????????bS(j)=sum((L‘-aS(:j)).^6);
????end
????fit=(1/500+sum(1./([1:25]+bS))).^(-1);
end
if?Benchmark_Function_ID==15
????aK=[.1957?.1947?.1735?.16?.0844?.0627?.0456?.0342?.0323?.0235?.0246];
????bK=[.25?.5?1?2?4?6?8?10?12?14?16];bK=1./bK;
????fit=sum((aK-((L(1).*(bK.^2+L(2).*bK))./(bK.^2+L(3).*bK+L(4)))).^2);
end
if?Benchmark_Function_ID==16
????fit=4*(L(1)^2)-2.1*(L(1)^4)+(L(1)^6)/3+L(1)*L(2)-4*(L(2)^2)+4*(L(2)^4);
end
if?Benchmark_Function_ID==17
????fit=(L(2)-(L(1)^2)*5.1/(4*(pi^2))+5/pi*L(1)-6)^2+10*(1-1/(8*pi))*cos(L(1))+10;
end
if?Benchmark_Function_ID==18
????fit=(1+(L(1)+L(2)+1)^2*(19-14*L(1)+3*(L(1)^2)-14*L(2)+6*L(1)*L(2)+3*L(2)^2))*...
????????(30+(2*L(1)-3*L(2))^2*(18-32*L(1)+12*(L(1)^2)+48*L(2)-36*L(1)*L(2)+27*(L(2)^2)));
end
if?Benchmark_Function_ID==19
????aH=[3?10?30;.1?10?35;3?10?30;.1?10?35];cH=[1?1.2?3?3.2];
????pH=[.3689?.117?.2673;.4699?.4387?.747;.1091?.8732?.5547;.03815?.5743?.8828];
????fit=0;
????for?i=1:4
????fi
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????1318??2014-01-23?10:47??license.txt
?????目錄???????????0??2014-01-24?01:20??PSOGSA_v3\
?????文件????????1339??2012-03-31?12:08??PSOGSA_v3\license.txt
?????文件??????164559??2012-03-31?01:01??PSOGSA_v3\PSOGSA.jpg
?????文件????????4047??2014-01-24?01:19??PSOGSA_v3\benchmark_functions.m
?????文件????????5736??2014-01-24?01:18??PSOGSA_v3\PSOGSA.m
?????文件????????2128??2014-01-24?01:18??PSOGSA_v3\benchmark_functions_details.m
?????文件?????????845??2014-01-24?01:19??PSOGSA_v3\Main.m
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