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A convergence theorem for the fuzzy subspace clustering (FSC) algorithm

โœ Scribed by G. Gan; J. Wu


Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
192 KB
Volume
41
Category
Article
ISSN
0031-3203

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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