On evolutionary system identification with applications to nonlinear benchmarks

• Published in: Mechanical systems and signal processing Vol. 112; pp. 194 - 232
• Main Authors: Worden, K., Barthorpe, R.J., Cross, E.J., Dervilis, N., Holmes, G.R., Manson, G., Rogers, T.J.
• Format: Journal Article
• Language: English
• Published: Berlin Elsevier Ltd 01.11.2018; Elsevier BV
• Subjects: Algorithms; Benchmarks; Best practice; Differential evolution; Evolutionary optimisation; JADE; Mathematical models; Nonlinear system identification; Nonlinear systems; Optimization; SADE; System identification; White-, grey-, black-box models; Workshops; Differential evolution; SADE; JADE; Evolutionary optimisation; Nonlinear system identification; White-, grey-, black-box models

•The paper presents the research associated with the VUB Workshop on Nonlinear System Identification.•A summary of a keynote from the meeting is presented, providing an overview and analysis of evolutionary and Bayesian frameworks for identification.•New evolutionary algorithms (to SI) are introduce...