Unified theory and model of variable fuzzy clustering and pattern recognition
Shouyu Chen · Dalian Ligong Daxue xuebao · 2009
The unified theory and model of variable fuzzy clustering and pattern recognition are proposed,and it is pointed out that variable fuzzy pattern recognition is a special case of variable fuzzy clustering.Then,the four combination forms of the parameters of variable fuzzy pattern recognition model are given.They are(1)α=1,p=1;(2)α=1,p=2;(3)α=2,p=1 and(4)α=2,p=2.At the same time,the relationship among the four optimization models of fuzzy pattern recognition is presented.The unified model proposed can improve the reliability degree of fuzzy clustering,pattern recognition and optimization decision.