資源簡(jiǎn)介
粒子群優(yōu)化算法優(yōu)化支持向量機(jī)(PSO-SVM)
代碼片段和文件信息
function?[bestCVaccuarcybestcbestgpso_option]?=?psoSVMcgForClass(train_labeltrainpso_option)
%?參數(shù)初始化
if?nargin?==?2
????pso_option?=?struct(‘c1‘1.5‘c2‘1.7‘maxgen‘50‘sizepop‘20?...
????????‘k‘0.6‘wV‘1‘wP‘1‘v‘5?...
????????‘popcmax‘10^2‘popcmin‘10^(-1)‘popgmax‘10^3‘popgmin‘10^(-2));
end
Vcmax?=?pso_option.k*pso_option.popcmax;
Vcmin?=?-Vcmax?;
Vgmax?=?pso_option.k*pso_option.popgmax;
Vgmin?=?-Vgmax?;
eps?=?10^(-3);
%?產(chǎn)生初始粒子和速度
for?i=1:pso_option.sizepop
????
????%?隨機(jī)產(chǎn)生種群和速度
????pop(i1)?=?(pso_option.popcmax-pso_option.popcmin)*rand+pso_option.popcmin;
????pop(i2)?=?(pso_option.popgmax-pso_option.popgmin)*rand+pso_option.popgmin;
????V(i1)=Vcmax*rands(11);
????V(i2)=Vgmax*rands(11);
????
????%?計(jì)算初始適應(yīng)度
????cmd?=?[‘-v?‘num2str(pso_o
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件???????4532??2015-11-03?19:09??王昆PSO-SVM15\psoSVMcgForClass.m
?????文件???????2127??2015-11-03?15:53??王昆PSO-SVM15\PSO_SVM15.m
?????文件??????20168??2010-01-30?18:38??王昆PSO-SVM15\wine.mat
?????目錄??????????0??2015-11-04?18:04??王昆PSO-SVM15
-----------?---------??----------?-----??----
????????????????26827????????????????????4
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