Identification of bilinear systems using differential evolution algorithm


ÖZER Ş. , ZORLU H.

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, cilt.36, ss.281-292, 2011 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 36 Konu: 3
  • Basım Tarihi: 2011
  • Doi Numarası: 10.1007/s12046-011-0022-8
  • Dergi Adı: SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES
  • Sayfa Sayıları: ss.281-292

Özet

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.