Title :
A solution for generalized eigen fuzzy sets equations by genetic algorithms and its application to image analysis
Author :
Nobuhara, Hajime ; Iyoda, Eduardo Masato ; Bede, Bamabas ; Hirota, Kaoru
Author_Institution :
Dept. of Comput. Intelligence & Syst. Sci., Tokyo Inst. of Technol., Japan
Abstract :
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.
Keywords :
eigenvalues and eigenfunctions; fuzzy set theory; genetic algorithms; image processing; View Sphere Database; eigen fuzzy equations; eigen fuzzy sets; fuzzy relation; genetic algorithms; image analysis; Convergence; Equations; Fuzzy neural networks; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Genetic algorithms; Image analysis; Image databases; Testing;
Conference_Titel :
Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
Print_ISBN :
0-7803-8278-1
DOI :
10.1109/IS.2004.1344668
