Genetic algorithms-based unipolar IPA model

Chii-Maw Uang; Yuan-Hsiu Yang; Ching-Fen Jiang

doi:10.1117/12.454019

23 January 2002 Genetic algorithms-based unipolar IPA model

Chii-Maw Uang, Yuan-Hsiu Yang, Ching-Fen Jiang

Proceedings Volume 4459, Photorefractive Fiber and Crystal Devices: Materials, Optical Properties, and Applications VII, and Optical Data Storage; (2002) https://doi.org/10.1117/12.454019
Event: International Symposium on Optical Science and Technology, 2001, San Diego, CA, United States

Abstract

A new method, using genetic algorithms, for constructing a redundant unipolar interconnection weight matrix of the Interpattern Association model is presented. The global searching features of the genetic algorithms are adopted to help us avoiding too complicate procedures to complete a link search of using exhaustive search method. The upper bond and the lower bond of the searching links are adapted from the results of the maximum mode and the minimum mode of the RIPA model respectively. Computer simulation results show that the proposed genetic algorithms method not only has the features of accurate of constructing the IWM, but also has better network performance.

Citation Download Citation

Chii-Maw Uang, Yuan-Hsiu Yang, and Ching-Fen Jiang "Genetic algorithms-based unipolar IPA model", Proc. SPIE 4459, Photorefractive Fiber and Crystal Devices: Materials, Optical Properties, and Applications VII, and Optical Data Storage, (23 January 2002); https://doi.org/10.1117/12.454019

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