Identification of bilinear systems using differential evolution algorithm


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Ozer S. , ZORLU H.

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, vol.36, no.3, pp.281-292, 2011 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 36 Issue: 3
  • Publication Date: 2011
  • Doi Number: 10.1007/s12046-011-0022-8
  • Title of Journal : SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES
  • Page Numbers: pp.281-292

Abstract

In this work, a novel identification method based on differential evolution algorithm has been applied to bilinear systems and its performance has been compared to that of genetic algorithm. Box Jenkins system and different type bilinear systems have been identified using differential evolution and genetic algorithms. The simulation results have shown that bilinear systems can be successfully and efficiently identified using these algorithms.