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A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM

Selim, S.Z. and AlSultan, K.S. A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM. PATTERN RECOGNITION, 26. pp. 1357-1361.

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Abstract

The Fuzzy clustering (FC) problem is a non-convex mathematical program which usually possesses several local minima. The global minimum solution of the problem is found using a simulated annealing-based algorithm. Some preliminary computational experiments are reported and the solution is compared with that generated by the Fuzzy C-means algorithm.



Item Type:Article
Subjects:Math
Computer
Divisions:College Of Computer Sciences and Engineering > Systems Engineering Dept
Creators:Selim, S.Z. and AlSultan, K.S.
Email:selim@kfupm.edu.sa, UNSPECIFIED
ID Code:2543
Deposited By:SHAIKH ARIFUSALAM
Deposited On:14 Jun 2008 13:39
Last Modified:12 Apr 2011 13:13

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