한국산학기술학회:학술대회논문집 (Proceedings of the KAIS Fall Conference)
- 한국산학기술학회 2006년도 춘계학술발표논문집
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- Pages.311-315
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- 2006
Dynamic Neural Unit와 GA를 이용한 비선형 동적 시스템 제어
Dynamic Neural Units and Genetic Algorithms With Applications to the Control of Unknown Nonlinear Systems
- Cho, Hyeon-Seob (Dept of Digital Broadcast Engineering Chungwoon University) ;
- Roh, Yong-Gi (Dept of Electrical Engineering Wonkwang University) ;
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Jang, Sung-Whan
(Dept of Electrical Engineering Wonkwang University)
- 발행 : 2006.05.25
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 methodis different from those using supervised learning algorithms, such as the backpropagation (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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