대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 1997년도 추계학술대회 논문집 학회본부
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- Pages.142-145
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- 1997
수정된 직교 신경망을 이용한 비선형 시스템 제어기 설계
Design of Controller for Nonlinear System Using Modified Orthogonal Neural Network
- Kim, Sung-Sik (Department of Electrical Engineering, Kyungpook National University) ;
- Lee, Young-Seog (Department of Electrical Engineering, Yeunghin College) ;
- Seo, Bo-Hyeok (Department of Electrical Engineering, Kyungpook National University)
- 발행 : 1997.11.29
초록
This paper presents an modified orthogonal neural network(MONN) based on orthogonal functions and applies the network to nonlinear system control. The accuracy of orthogonal neural network is essentially dependent on the choice of basic orthogonal functions. Modified orthogonal neural network is modified model of orthogonal neural network with input transformation to adapt its basic orthogonal functions. The results show that the modified orthogonal neural network has the excellent performance of approximating and controlling nonlinear systems and the input transformation make the ability of modified orthogoneural neural network better than one of orthogonal neural network.
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