Identification of bilinear systems using differential evolution algorithm

ÖZER, Şaban; ZORLU, HASAN

doi:10.1007/s12046-011-0022-8

Identification of bilinear systems using differential evolution algorithm

Atıf İçin Kopyala

ÖZER Ş., ZORLU H.

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, cilt.36, sa.3, ss.281-292, 2011 (SCI-Expanded)

Yayın Türü: Makale / Tam Makale
Cilt numarası: 36 Sayı: 3
Basım Tarihi: 2011
Doi Numarası: 10.1007/s12046-011-0022-8
Dergi Adı: SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Sayfa Sayıları: ss.281-292
Erciyes Üniversitesi Adresli: Evet

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.