資源簡介
Benchmark functions.zip 是一些常用的優(yōu)化算法測試函數(shù),共有17個。

代碼片段和文件信息
function?[InitFunction?CostFunction]?=?Ackley
InitFunction?=?@Init;
CostFunction?=?@Cost;
return
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function?[Population?OPTIONS]?=?Init(OPTIONS)
%?Initialize?the?population
if?~isfield(OPTIONS?‘MinDomain‘)
????OPTIONS.MinDomain?=?-30?*?ones(1?OPTIONS.numVar);
end
if?~isfield(OPTIONS?‘MaxDomain‘)
????OPTIONS.MaxDomain?=?+30?*?ones(1?OPTIONS.numVar);
end
OPTIONS.OrderDependent?=?false;?%?the?order?of?the?independent?variables?does?not?matter
OPTIONS?=?ComputeRandomShift(OPTIONS);
Population?=?struct(‘chrom‘?cell([1?OPTIONS.popsize])?‘cost‘?cell([1?OPTIONS.popsize]));
for?popindex?=?1?:?OPTIONS.popsize
????chrom?=?OPTIONS.MinDomain?+?(OPTIONS.MaxDomain?-?OPTIONS.MinDomain)?.*?rand(1OPTIONS.numVar);
????Population(popindex).chrom?=?chrom;
end
return
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function?[Population]?=?Cost(Population?OPTIONS)
%?Compute?the?cost?of?each?member?in?Population
p?=?length(Population(1).chrom);
for?popindex?=?1?:?length(Population)
????sum1?=?0;
????sum2?=?0;
????for?i?=?1?:?p
????????x?=?Population(popindex).chrom(i)?-?OPTIONS.ShiftAmount(i);
????????sum1?=?sum1?+?x^2;
????????sum2?=?sum2?+?cos(2*pi*x);
????end
????Population(popindex).cost?=?20?+?exp(1)?-?20?*?exp(-0.2*sqrt(sum1/p))?-?exp(sum2/p);????
end
return
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????1398??2013-10-29?14:37??Ackley.m
?????文件????????4330??2011-07-29?11:07??AckleyDisc.m
?????文件????????1798??2011-08-22?12:00??Fletcher.m
?????文件????????1425??2011-04-08?15:47??FourPeaks.m
?????文件????????1343??2011-08-22?12:00??Griewank.m
?????文件????????1460??2011-04-08?16:17??Pairs.m
?????文件????????1699??2011-08-22?12:00??Penalty1.m
?????文件????????1690??2011-08-22?12:01??Penalty2.m
?????文件????????1228??2011-08-22?12:01??Quartic.m
?????文件????????1255??2011-08-22?12:02??Rastrigin.m
?????文件????????1357??2013-10-29?14:36??Rosenbrock.m
?????文件????????1319??2012-01-26?13:26??Schwefel12.m
?????文件????????1238??2011-08-22?12:03??Schwefel221.m
?????文件????????1487??2013-10-29?14:32??Schwefel222.m
?????文件????????1260??2012-08-28?10:18??Schwefel226.m
?????文件????????1227??2012-05-17?14:31??Sphere.m
?????文件????????1236??2012-05-17?14:31??Step.m
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