Journal of Advanced Computational Intelligence and Intelligent Informatics
Online ISSN : 1883-8014
Print ISSN : 1343-0130
ISSN-L : 1883-8014
Regular Papers
On Objective-Based Rough Clustering with Fuzzy-Set Representation
Naohiko KinoshitaYasunori EndoKen Onishi
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ジャーナル オープンアクセス

2015 年 19 巻 5 号 p. 632-638

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The rough clustering algorithm we proposed based on the optimization of objective function (RCM) has a problem because conventional rough clustering algorithm results do not ensure that solutions are optimal. To solve this problem, we propose rough clustering algorithms based on optimization of an objective function with fuzzy-set representation. This yields more flexible results than RCM. We verify algorithm effectiveness through numerical examples.

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