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A Global Optimization RLT-based Approach for Solving the Fuzzy Clustering Problem

โœ Scribed by Hanif D. Sherali; Jitamitra Desai


Publisher
Springer US
Year
2005
Tongue
English
Weight
142 KB
Volume
33
Category
Article
ISSN
0925-5001

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The Fuzzy Clustering Problem (FCP) is a mathematical program which is difficult to solve since it is nonconvex, which implies possession of many local minima. The fuzzy C-means heuristic is the widely known approach to this problem, but it is guaranteed only to yield local minima. In this paper, we