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A solution for generalized eigen fuzzy sets equations by genetic algorithms and its application to image analysis

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4 Author(s)
Nobuhara, H. ; Dept. of Comput. Intelligence & Syst. Sci., Tokyo Inst. of Technol., Japan ; Iyoda, E.M. ; Bede, B. ; Hirota, K.

For image analysis based on ordered structure, generalized eigen fuzzy equations are proposed by a convex combination of max-min and min-max composite eigen fuzzy sets equations. In order to find solutions of the generalized eigen fuzzy sets equation, a solving method based on genetic algorithm is proposed. Through experiments using test images extracted from 'View Sphere Database', flexibility of the proposed solution for the generalized eigen fuzzy equations is confirmed.

Published in:

Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference  (Volume:1 )

Date of Conference:

22-24 June 2004