대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 2003년도 하계학술대회 논문집 D
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- Pages.2040-2042
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- 2003
DNA 코딩 기법을 이용한 웨이브렛 기반 퍼지 모델링
Wavelet-Based Fuzzy Modeling Using a DNA Coding Method
- Lee, Yeun-Woo (School of Electronic & Information Eng, Kunsan National University) ;
- Yu, Jin-Young (School of Electronic & Information Eng, Kunsan National University) ;
- Joo, Young-Hoon (School of Electronic & Information Eng, Kunsan National University) ;
- Park, Jin-Bae (Department of Electrical Electronic Eng, Yonsei University)
- 발행 : 2003.07.21
초록
In this paper, we propose a new method about wavelet-based fuzzy modeling using a DNA coding method. DNA coding techniques is known that expression of knowledge is various than Genetic Algorithm(GA) usually by made optimization technique because done base in structure of biologic DNA and optimization performance is superior. The reposed method make fuzzy system model in wavelet transform and equivalence relation after identification with coefficient of wavelet transform using a DNA coding techniques. Also, can get fuzzy model effectively of nonlinear system using advantage of strong wavelet transform about function that have sudden change. In this paper, in order to demonstrate the superiority of the proposed method compared with GA.
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