Polynomial NARX model structure optimization using multi-objective genetic algorithm

• Main Authors: Loghmanian, Sayed Mohammad Reza, Yusof, Rubiyah, Khalid, Marzuki, Ismail, Fatimah Sham
• Format: Article
• Published: ICIC International 2012
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/31140/; http://www.ijicic.org/ijicic-imip0206.pdf

Model structure selection is an important step in system identification which involves the selection of variables and terms of a model. The important issue is choosing a compact model representation where only significant terms are selected among all the possible ones beside good performance. This r...