資源簡介
源碼(matlab)包括利用PSO算法進行彩色圖像分割實驗，經(jīng)測試，能夠穩(wěn)定運行。。歡迎大家下載，如果對智能優(yōu)化算法感興趣，可以參考我的博客。
代碼片段和文件信息
function?[z]?=?ClusteringCost（m?X）
????%?Calculate?Distance?Matrix
????g=reshape（m23）‘;?%?create?a?cluster?center?matrix（3（clusters）?points?in?2（features）?dim?plane）=[3x2]
????d?=?pdist2（X?g）;?%?create?a?distance?matrix?of?each?data?points?in?input?to?each?centers?=?[15x3]
????%?Assign?Clusters?and?Find?Closest?Distances
????[dmin?ind]?=?min（d?[]?2）;
????%?ind?value?gives?the?cluster?number?assigned?for?the?input?=?[15x1]
????
????%?Sum?of?Within-Cluster?Distance
????WCD?=?sum（dmin）;?
????
????z=WCD;?%?fitness?function?contain?sum?of?each?data?point?to?their?corresponding?center?value?set?（aim?to?get?it?minimum）????
????%?z?=?[1（inputs?combinations）?x?1]?????
end?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????1459??2019-08-03?03:56??license.txt
?????目錄???????????0??2020-06-22?10:40??pso?clus\
?????文件?????????695??2019-08-03?03:56??pso?clus\ClusteringCost.m
?????文件?????????685??2019-08-03?03:56??pso?clus\ClusteringCost2.m
?????文件????????1363??2019-08-03?03:56??pso?clus\main.m
?????文件????????2093??2019-08-03?03:56??pso?clus\main2.m
?????文件????????4103??2019-08-03?03:56??pso?clus\test.png
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