Incorporating prior knowledge in solving system identification problem with insufficient samples based on pareto optimality concept

• Main Authors: Shapiai, M. I., Ibrahim, Z., Adam, A., Mokhtar, N.
• Format: Article
• Published: ICIC Express Letters Office 2016
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/id/eprint/71715/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-84952815492&partnerID=40&md5=4072f89d972e4d27574bdd00c5653ea9

Non-linear modeling based on limited samples is a difficult problem. Incorporating a prior knowledge to this type of problem might offer a promising solution. Various techniques have been proposed to incorporate prior knowledge but depend on one optimal solution which subject to pre-selection of coeffici...