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資源簡介

This is a Hybrid PSO GSA Aigorithm.A new hybrid population-based algorithm (PSOGSA) is proposed with the combination of Particle Swarm Optimization (PSO) and Gravitational Search Algorithm (GSA). The main idea is to integrate the ability of exploitation in PSO with the ability of explora

資源截圖

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??2020-11-29?20:15??license.txt
?????文件????????4047??2020-11-29?20:15??PSOGSA_v3\benchmark_functions.m
?????文件????????2128??2020-11-29?20:15??PSOGSA_v3\benchmark_functions_details.m
?????文件????????1339??2020-11-29?20:15??PSOGSA_v3\license.txt
?????文件?????????845??2020-11-29?20:15??PSOGSA_v3\Main.m
?????文件??????164559??2020-11-29?20:15??PSOGSA_v3\PSOGSA.jpg
?????文件????????5736??2020-11-29?20:15??PSOGSA_v3\PSOGSA.m

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