Proceedings of the KOSOMBE Conference (대한의용생체공학회:학술대회논문집)

The Korean Society of Medical and Biological Engineering (대한의용생체공학회)
권호 표지

A Study on the Modeling of Nonlinear System Using Genetic Programming

유전자 프로그래밍을 이용한 비선형시스템 모델링에 관한 연구

  • Kim, B.Y. (Interdisciplinary Program of Med. and Bio. Eng. Major, Seoul Nat'l University) ;
  • Park, K.S. (Dept. of Biomedical Engineering, College of Medicine, Seoul Nat'l University)
  • 김보연 (서울대학교 협동과정 의용생체공학과) ;
  • 박광석 (서울대학교 의과대학 의공학교실)
  • Published : 1996.05.17
Download PDF
⟨ Previous Next ⟩

Abstract

Even though there are several deterministic methods for the modeling of linear systems, there is no standard method for the modeling of nonlinear systems. For the modeling of nonlinear systems we have applied the genetic programming method to estimate nonlinear time sereis. We get the time series from the simple known nonlinear dynamics, and fed those to genetic programming. For the tested nonlinear systems, suggested method estimated the nonlinear dynamics correctly.

Keywords