Identification of bilinear systems using differential evolution algorithm

作     者：Ozer, Saban Zorlu, Hasan 

作者机构：Erciyes Univ Dept Electir & Elect Engn TR-38039 Kayseri Turkey 

出 版 物：《SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES》 (Sadhana)

年 卷 期：2011年第36卷第3期

页      面：281-292页

核心收录：

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 08[工学] 

主　　题：System identification bilinear system differential evolution algorithm box-Jenkins system 

摘      要：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.