function [lowerbound,upperbound,dimension,fitness] = fun_info(F)
switch F
case 'F1'
fitness = @F1;
lowerbound=-100;
upperbound=100;
dimension=30;
case 'F2'
fitness = @F2;
lowerbound=-10;
upperbound=10;
dimension=30;
case 'F3'
fitness = @F3;
lowerbound=-100;
upperbound=100;
dimension=30;
case 'F4'
fitness = @F4;
lowerbound=-100;
upperbound=100;
dimension=30;
case 'F5'
fitness = @F5;
lowerbound=-30;
upperbound=30;
dimension=30;
case 'F6'
fitness = @F6;
lowerbound=-100;
upperbound=100;
dimension=30;
case 'F7'
fitness = @F7;
lowerbound=-1.28;
upperbound=1.28;
dimension=30;
case 'F8'
fitness = @F8;
lowerbound=-500;
upperbound=500;
dimension=30;
case 'F9'
fitness = @F9;
lowerbound=-5.12;
upperbound=5.12;
dimension=30;
case 'F10'
fitness = @F10;
lowerbound=-32;
upperbound=32;
dimension=30;
case 'F11'
fitness = @F11;
lowerbound=-600;
upperbound=600;
dimension=30;
case 'F12'
fitness = @F12;
lowerbound=-50;
upperbound=50;
dimension=30;
case 'F13'
fitness = @F13;
lowerbound=-50;
upperbound=50;
dimension=30;
case 'F14'
fitness = @F14;
lowerbound=-65.536;
upperbound=65.536;
dimension=2;
case 'F15'
fitness = @F15;
lowerbound=-5;
upperbound=5;
dimension=4;
case 'F16'
fitness = @F16;
lowerbound=-5;
upperbound=5;
dimension=2;
case 'F17'
fitness = @F17;
lowerbound=[-5,0];
upperbound=[10,15];
dimension=2;
case 'F18'
fitness = @F18;
lowerbound=-2;
upperbound=2;
dimension=2;
case 'F19'
fitness = @F19;
lowerbound=0;
upperbound=1;
dimension=3;
case 'F20'
fitness = @F20;
lowerbound=0;
upperbound=1;
dimension=6;
case 'F21'
fitness = @F21;
lowerbound=0;
upperbound=10;
dimension=4;
case 'F22'
fitness = @F22;
lowerbound=0;
upperbound=10;
dimension=4;
case 'F23'
fitness = @F23;
lowerbound=0;
upperbound=10;
dimension=4;
end
end
% F1
function R = F1(x)
R=sum(x.^2);
end
% F2
function R = F2(x)
R=sum(abs(x))+prod(abs(x));
end
% F3
function R = F3(x)
dimension=size(x,2);
R=0;
for i=1:dimension
R=R+sum(x(1:i))^2;
end
end
% F4
function R = F4(x)
R=max(abs(x));
end
% F5
function R = F5(x)
dimension=size(x,2);
R=sum(100*(x(2:dimension)-(x(1:dimension-1).^2)).^2+(x(1:dimension-1)-1).^2);
end
% F6
function R = F6(x)
R=sum(abs((x+.5)).^2);
end
% F7
function R = F7(x)
dimension=size(x,2);
R=sum([1:dimension].*(x.^4))+rand;
end
% F8
function R = F8(x)
R=sum(-x.*sin(sqrt(abs(x))));
end
% F9
function R = F9(x)
dimension=size(x,2);
R=sum(x.^2-10*cos(2*pi.*x))+10*dimension;
end
% F10
function R = F10(x)
dimension=size(x,2);
R=-20*exp(-.2*sqrt(sum(x.^2)/dimension))-exp(sum(cos(2*pi.*x))/dimension)+20+exp(1);
end
% F11
function R = F11(x)
dimension=size(x,2);
R=sum(x.^2)/4000-prod(cos(x./sqrt([1:dimension])))+1;
end
% F12
function R = F12(x)
dimension=size(x,2);
R=(pi/dimension)*(10*((sin(pi*(1+(x(1)+1)/4)))^2)+sum((((x(1:dimension-1)+1)./4).^2).*...
(1+10.*((sin(pi.*(1+(x(2:dimension)+1)./4)))).^2))+((x(dimension)+1)/4)^2)+sum(Ufun(x,10,100,4));
end
% F13
function R = F13(x)
dimension=size(x,2);
R=.1*((sin(3*pi*x(1)))^2+sum((x(1:dimension-1)-1).^2.*(1+(sin(3.*pi.*x(2:dimension))).^2))+...
((x(dimension)-1)^2)*(1+(sin(2*pi*x(dimension)))^2))+sum(Ufun(x,5,100,4));
end
% F14
function R = F14(x)
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((x'-aS(:,j)).^6);
end
R=(1/500+sum(1./([1:25]+bS))).^(-1);
end
% F15
function R = F15(x)
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;
R=sum((aK-((x(1).*(bK.^2+x(2).*bK))./(bK.^2+x(3).*bK+x(4)))).^2);
end
% F16
function R = F16(x)
R=4*(x(1)^2)-2.1*(x(1)^4)+(x(1)^6)/3+x(1)*x(2)-4*(x(2)^2)+4*(x(2)^4);
end
% F17
function R = F17(x)
R=(x(2)-(x(1)^2)*5.1/(4*(pi^2))+5/pi*x(1)-6)^2+10*(1-1/(8*pi))*cos(x(1))+10;
end
% F18
function R = F18(x)
R=(1+(x(1)+x(2)+1)^2*(19-14*x(1)+3*(x(1)^2)-14*x(2)+6*x(1)*x(2)+3*x(2)^2))*...
(30+(2*x(1)-3*x(2))^2*(18-32*x(1)+12*(x(1)^2)+48*x(2)-36*x(1)*x(2)+27*(x(2)^2)));
end
% F19
function R = F19(x)
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];
R=0;
for i=1:4
R=R-cH(i)*exp(-(sum(aH(i,:).*((x-pH(i,:)).^2))));
end
end
% F20
function R = F20(x)
aH=[10 3 17 3.5 1.7 8;.05 10 17 .1 8 14;3 3.5 1.7 10 17 8;17 8 .05 10 .1 14];
cH=[1 1.2 3 3.2];
pH=[.1312 .1696 .5569 .0124 .8283 .5886;.2329 .4135 .8307 .3736 .1004 .9991;...
.2348 .1415 .3522 .2883 .3047 .6650;.4047 .8828 .8732 .5743 .1091 .0381];
R=0;
for i=1:4
R=R-cH(i)*exp(-(sum(aH(i,:).*((x-pH(i,:)).^2))));
end
end
% F21
function R = F21(x)
aSH=[4 4 4 4;1 1 1 1;8 8 8 8;6 6 6 6;3 7 3 7;2 9 2 9;5 5 3 3;8 1 8 1;6 2 6 2;7 3.6 7 3.6];
cSH=[.1 .2 .2 .4 .4 .6 .3 .7 .5 .5];
R=0;
for i=1:5
R=R-((x-aSH(i,:))*(x-aSH(i,:))'+cSH(i))^(-1);
end
end
% F22
function R = F22(x)
aSH=[4 4 4 4;1 1 1 1;8 8 8 8;6 6 6 6;3 7 3 7;2 9 2 9;5 5 3 3;8 1 8 1;6 2 6 2;7 3.6 7 3.6];
cSH=[.1 .2 .2 .4 .4 .6 .3 .7 .5 .5];
R=0;
for i=1:7
R=R-((x-aSH(i,:))*(x-aSH(i,:))'+cSH(i))^(-1);
end
end
% F23
function R = F23(x)
aSH=[4 4 4 4;1 1 1 1;8 8 8 8;6 6 6 6;3 7 3 7;2 9 2 9;5 5 3 3;8 1 8 1;6 2 6 2;7 3.6 7 3.6];
cSH=[.1 .2 .2 .4 .4 .6 .3 .7 .5 .5];
R=0;
for i=1:10
R=R-((x-aSH(i,:))*(x-aSH(i,:))'+cSH(i))^(-1);
end
end
function R=Ufun(x,a,k,m)
R=k.*((x-a).^m).*(x>a)+k.*((-x-a).^m).*(x<(-a));
end
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爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021 爬行动物搜索算法 Reptile Search Algorithm RSA 2021
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爬行动物算法.zip (5个子文件)
RSO
initialization.m 365B
fun_info.m 7KB
main.m 1KB
RSA.m 2KB
fun_plot.m 2KB
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