Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2002.07d
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- Pages.2486-2489
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- 2002
Dynamic Neural Units and Genetic Algorithms With Applications to the Control of Unknown Nonlinear Systems
미지의 비선형 시스템 제어를 위한 DNU와 GA알고리즘 적용에 관한 연구
- XiaoBing, Zhao (Computer Department, Inner Mongolia Normal University) ;
- Min, Lin (Computer Department, Inner Mongolia Normal University) ;
- Cho, Hyeon-Seob (Chungwoon University) ;
- Jeon, Jeong-Chay (KESCO)
- Published : 2002.07.10
Abstract
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 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 training.