%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%?%?%?%?%?%?CLSCS算法核心---%?%?%?%?%?%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function?[?keepglobal]?=?Cuckoo_search（?popsizepaxMinxMaxiter_maxdimfun?）

?????LB=xMin*ones（1dim）;
?????UB=xMax*ones（1dim）;
?????u=3;%混沌系數(shù)

????fitness=inf*ones（popsize1）;?%初始化適應度值
????
????%隨機的初始值
????for?i=1:popsize
????????nest（i:）=LB+（UB-LB）.*rand（size（LB））;
????end
????
????%得到當前最優(yōu)解
????[fbestbestnestnestfitness]=get_best_nest（nestnestfitnessfun）;
????keepglobal（1）=fbest;
????
????fprintf（‘Run?=?%d?Save_Nr_best?=?%e\n‘?1?fbest）;
??
????%%開始循環(huán)
????for?i=2:iter_max
????????%產(chǎn)生新的解（但保留當前最優(yōu)的）
????????new_nest=get_cuckoos（nestbestnestLBUBiter_maxi）;
????????%單純形法--去除較差的鳥窩
????????new_nest=dcxf（popsizenew_nestfun）;
????????
????????[f_minbestnestfitness]=get_best_nest（nestnew_nestfitnessfun）;
????????
????
???
????????%發(fā)現(xiàn)并隨機選擇
????????new_nest=empty_nests（nestLBUBpaiter_maxifitness）;


????????%評價改解
????????[f_minbestnestfitness]=get_best_nest（nestnew_nestfitnessfun）;
????????
%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?????????
???????%%對粒子群最優(yōu)位置進行混沌優(yōu)化
??????y（1:）=（best-xMin）/（xMax-xMin）;%?將最優(yōu)位置映射到Logistic方程的定義域[01]
??????fitness_c（1）=func（y（1:）fun）;?
????????for?t=1:popsize-1?%通過Logistic方程進行M次迭代，得到混沌序列
????????????for?e=1:dim
?????????????????y（t+1e）=u*y（te）*（1-y（te））;?
????????????end
??????????????y（t+1:）=xMin+（xMax-xMin）*y（t+1:）;%將混沌序列逆射到原解空間
?????????????fitness_c（t+1）=func（y（t+1:）fun）;?%計算混沌變量可行解序列的適應度值
????????end
????????[ybestfitness?ybestindex]=min（fitness_c）;%尋找最優(yōu)混沌可行解矢量
????????
????????if?ybestfitness????????????f_min=ybestfitness;
????????????best=y（ybestindex:）;
????????end
%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?%?
????????
????????%找到目前最佳的目標函數(shù)
????????%fbest全局最好
????????if?f_min????????????fbest=f_min;
????????????bestnest=best;
????????end
????????
????????keepglobal（i）=fbest;
????????fprintf（‘Run?=?%d?fbest?=?%e\n‘?i?fbest）;
????????
????????
????end
%?plot（keepglobal）
????%循環(huán)結束
????

???
????
????
??

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????2318??2015-11-12?13:46??CLSCS?core\Cuckoo_search.m

?????文件???????1284??2015-11-12?13:38??CLSCS?core\dcxf.m

?????文件???????2724??2015-11-12?13:44??CLSCS?core\empty_nests.m

?????文件???????3355??2015-11-12?13:38??CLSCS?core\func.m

?????文件????????520??2015-11-12?13:38??CLSCS?core\get_best_nest.m

?????文件????????890??2015-11-12?13:38??CLSCS?core\get_cuckoos.m

?????文件???????2118??2015-11-12?13:38??CLSCS?core\get_fun_info.m

?????文件????????369??2015-11-12?13:38??CLSCS?core\simplebounds.m

?????目錄??????????0??2015-11-12?13:49??CLSCS?core

-----------?---------??----------?-----??----

????????????????13578????????????????????9