Unknown Nonlinear Systems Control Using Genetic Algorithms

Geneo-tic Algorithms를 이용한 비선형 시스템 제어

  • Cho, Hyun-Seob (Dept of Digital Broadcast Engineering Chungwoon University)
  • 조현섭 (청운대학교 디지털방송공학과)
  • Published : 2009.05.22

Abstract

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.

Keywords