Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1999.07b
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- Pages.963-965
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- 1999
Evolving Neural Network for Stabilization Control of Inverted Pendulum
진화 신경회로망을 이용한 도립진자 시스템의 안정화
- Shim, Young-Jin (Dong-A Univ.) ;
- Lee, Joon-Tark (Dong-A Univ.)
- Published : 1999.07.19
Abstract
A linear chromosome combined with a grid-based representation of the network and a new crossover operator allow the evolution of the architecture and the weights simultaneously. In our approach there is no need for a separate weight optimization procedure and networks with more than one type of activation function can be evolved. In this paper one evolutionary' strategy of a given dual neural controller was introduced and the simulation results were described in detail through applications to a stabilization control of an Inverted Pendulum System.
Keywords