대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 2004년도 하계학술대회 논문집 D
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- Pages.2484-2486
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- 2004
Geneo-tic Algorithms을 이용한 비선형 동적 시스템 제어
Dynamic Neural Units and Genetic Algorithms With Applications to the Control of Unknown Nonlinear Systems
- Kim, Hee-Sook (Asan Polytechnic College Academic) ;
- Park, Jong-Chun (Chungwoon University) ;
- Lee, Keun-Wang (Chungwoon University) ;
- Cho, Hyeon-Seob (Chungwoon University)
- 발행 : 2004.07.14
초록
"Dynamic Neural Unit"(DNU) based upon the topology of a reverberating circuit in a neuronal pool of the central nervous system. In this thesis, we present a genetic DNU-control scheme for unknown nonlinear systems. Our method is different from those using supervised learning algorithms. such as the back propagation (BP) algorithm, that needs training information in each step. The contributions of this thesis are the new approach to constructing neural network architecture and its trainin.
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