제어로봇시스템학회논문지 (Journal of Institute of Control, Robotics and Systems)

  • 제5권3호
  • /
  • Pages.281-287
  • /
  • 1999
  • /
  • 1976-5622(pISSN)
  • /
  • 2233-4335(eISSN)
제어로봇시스템학회 (Institute of Control, Robotics and Systems)
권호 표지

진화 프로그래밍 기법을 이용한 신경망의 자동설계에 관한 연구

A Study on an Artificial Neural Network Design using Evolutionary Programming

  • 강신준 (연세대학교 전기공학과) ;
  • 고택범 (경주대학교 컴퓨터전자공학부) ;
  • 우천희 (연세대학교 전기공학과) ;
  • 이덕규 (연세대학교 전기공학과) ;
  • 우광방 (연세대학교 전기공학과)
  • 발행 : 1999.04.01
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초록

In this paper, a design method based on evolutionary programming for feedforward neural networks which have a single hidden layer is presented. By using an evolutionary programming, the network parameters such as the network structure, weight, slope of sigmoid functions and bias of nodes can be acquired simultaneously. To check the effectiveness of the suggested method, two numerical examples are examined. The performance of the identified network is demonstrated.

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참고문헌

  1. Genetic Algorithms in Search, Optimization and Machine Learning D.E.Goldberg
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