Proceedings of the Korean Institute of Intelligent Systems Conference (한국지능시스템학회:학술대회논문집)

Korean Institute of Intelligent Systems (한국지능시스템학회)
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Optimal Design of CMAC network Using Evolution Strategies

진화 스트레티지를 이용한 CMAC 망 최적 설계

  • 이선우 (삼성전자 생활시스템연구소) ;
  • 김상권 (삼성전자 생활시스템연구소) ;
  • 김종환 (한국과학기술원 전기 및 전자공학과)
  • Published : 1997.11.01
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Abstract

This paper presents the optimization technique for design of a CMAC network by using an evolution strategies(ES). The proposed technique is designed to find the optimal parameters of a CMAC network, which can minimize the learning error between the desired output and the CMAC network's as well as the number of memory used in the CMAC network. Computer simulations demonstrate the effectiveness of the proposed design method.

Keywords