Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)

The Institute of Electronics and Information Engineers (대한전자공학회)
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Neural Network Evolution based on DNA Coding Method

DNA Coding Method에 기반한 신경회로망 진화 기법

  • Lee, Won-Hui (Dept. of Control and Instrumentation Eng., Chung-Ang Univ) ;
  • Kang, Hun (School of Electronics and Electrical Eng. Chung-Ang Univ.)
  • 이원희 (중앙대학교 제어계측학과) ;
  • 강훈 (중앙대학교 전자전기공학부)
  • Published : 1999.06.01
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Abstract

In this paper, we propose a new neural network based on the DNA coding method. The initial population of the structure information and the weights for the neural network is generated, and then the descendants are chose with the Elitist selection by the genetic algorithm. The evolutionary technique and the suitable fitness measure are used to find a neural network with the fractal number of layers. which represents a good approximation to the given function.

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