Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)

The Korean Institute of Electrical Engineers (대한전기학회)
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Design of fuzzy Independence Array Structure using DNA Coding Optimization

DNA 코딩 최적화에 의한 독립 배열구조의 퍼지규칙 설계

  • Kwon, Yang-Won (School of Elcetrical & Electronics Eng., Wonkwang University) ;
  • Choi, Yong-Sun (School of Elcetrical & Electronics Eng., Wonkwang University) ;
  • Han, Il-Suk (School of Elcetrical & Electronics Eng., Wonkwang University) ;
  • Ahn, Tae-Chon (School of Elcetrical & Electronics Eng., Wonkwang University)
  • 권양원 (원광대학교 전기.전자 공학부) ;
  • 최용선 (원광대학교 전기.전자 공학부) ;
  • 한일석 (원광대학교 전기.전자 공학부) ;
  • 안태천 (원광대학교 전기.전자 공학부)
  • Published : 2000.07.17
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Abstract

In this paper. a new fuzzy modeling algorithm is proposed : it can express a given unknown system with a small number of fuzzy rules and be easily implemented. This method uses an independent array instead of a lattice form for a premise membership function. For the purpose of getting the initial value of fuzzy rules. the method uses the fuzzy c-means clustering method. To optimally tune the initial fuzzy rule. the DNA coding method is also utilized at same time. Box and Jenkins's gas furnace data is used to illustrate the validity of the proposed algorithm.

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