function?[solVIDXCtime]?=?ACOClu（XminItermaxIterKupdNumpherCneedPrinting）
????tic
????solValue?=?zeros（maxIter1）;
????[Ndms]=size（X）;??????
????M?=?100;?????
????Pher?=?ones（NK）;????
????pThres?=?0.9;????????????????
????volR?=?0.1;?
????iter?=?1;?
????
????fstSol?=?initSol（XK）;
????preSol?=?zeros（MN）;
????solRepeatN?=0;
????convRepeatN?=?20;
????while?（（iter<=maxIter）?&&?（（iter????????solution?=?zeros（MN+1）;?????
????????for?i?=?1?:?M???????????????????????
????????????if?iter?==?1
????????????????solution（i1:N）?=?fstSol‘;
????????????else
????????????????rr?=?rand（1N）;????
????????????????for?g?=?1?:?N
????????????????????if?rr（g）?????????????????????????[~cluTag]?=?max（Pher（g:））;
????????????????????????solution（ig）?=?cluTag;???
????????????????????else????????????
????????????????????????cumTau?=?cumsum（Pher（g:））;?
????????????????????????cumTau?=?cumTau/cumTau（end）;
????????????????????????cumTau（end）=1;
????????????????????????idxList?=?find（cumTau>=rand）;
????????????????????????if?isempty（idxList）
????????????????????????????cumTau
????????????????????????????error（‘cumTau‘）;
????????????????????????else
????????????????????????????solution（ig）?=?idxList（1）;???
????????????????????????end
????????????????????end
????????????????end
????????????end

????????????cluster_center?=?zeros（Kdms）;
????????????MSE?=?zeros（K1）;
????????????for?j?=?1:K
????????????????pick?=?find（j==solution（i:））;
????????????????cCluN=size（pick2）;
????????????????cCluX?=?zeros（cCluNdms）;
????????????????for?v?=?1:dms
????????????????????temp=X（:v）;
????????????????????cCluX（:v）?=temp（pick）;?
????????????????end
????????????????cluster_center（j:）?=?mean（cCluX1）;
????????????????for?s?=?1:cCluN
????????????????????temp?=?cCluX（s:）-cluster_center（j:）;
????????????????????MSE（j）?=?MSE（j）?+?temp*temp‘;
????????????????end
????????????end
???????????solution（iend）?=?sum（MSE）;??????????????????????
????????end?
????????[ascSolVascSolIdx]?=?sort（solution（:end）1）;
????????ascSolution?=?[solution（ascSolIdx1:end-1）?ascSolV];

????????L=updNum;
????????%?the?best?L?solutions?will?be?used?to?update?Pher[]
????????for?j?=?1:L????
???????????tau_F?=?ascSolution（jend）;
????????????for?i?=?1?:?N
???????????????Pher（iascSolution（ji））?=?（1?-?volR）?*?Pher（iascSolution（ji））?+?pherC/?tau_F;?
????????????end?
????????end

?????????solValue（iter）?=??ascSolution（1end）;
?????????if?isequal（preSolascSolution（11:N））
??????????????solRepeatN?=??solRepeatN?+?1;
?????????else
??????????????solRepeatN?=0;
?????????end
?????????preSol?=?ascSolution（11:N）;
????????iter=iter+1;
????end
????convIter?=?iter-1;??
????solV?=?solValue（convIter）;
????%preSol
????
????time=toc;
????IDX?=?preSol;
????C?=cluster_center;
????if?needPrinting==1
????????solValue（1）
????????solV?
????????
????????pMaxIter?=?min（ceil（convIt

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

?????文件???????1290??2013-11-02?13:46??data.txt

?????文件???????1739??2013-11-03?16:38??initSol.m

?????文件????????670??2013-11-03?16:37??KM.m

?????文件???????1457??2013-11-03?16:38??Main.m

?????文件????????588??2013-11-03?16:26??plotSol.m

?????文件?????????85??2013-11-03?16:40??ReadMe.txt

?????文件?????106695??2013-12-08?23:43??蟻群算法之聚類.docx

?????文件???????3375??2013-11-03?16:27??ACOClu.m

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

???????????????115899????????????????????8