Particle swarm optimisation with dynamic spread factor with application to modelling of a flexible beam structure

Author

Mohamad, M. ; Tokhi, M.O. ; Latiff, I.A.

Author_Institution

Dept. of Autom. Control & Syst. Eng., Univ. of Sheffield, Sheffield, UK

fYear

2010

Firstpage

1

Lastpage

6

Abstract

This paper a particle swarm optimization (PSO) algorithm with dynamic spread factor inertia weight and it application to dynamic modeling of a flexible beam structure. In this study, system identification scheme based on PSO is formulated to obtain a dynamic model of the beam in parametric form. A PSO algorithm with dynamic spread factor inertia weight is proposed and its performance is assessed in comparison to a PSO with linearly varying inertia weight in modelling the flexible beam structure.

Keywords

beams (structures); flexible structures; particle swarm optimisation; structural engineering; PSO algorithm; dynamic modeling; dynamic spread factor inertia weight; flexible beam structure; linearly varying inertia weight; particle swarm optimisation; system identification; Acceleration; Convergence; Equations; Heuristic algorithms; Mathematical model; Modeling; Moment methods; Particle swarm optimization; dynamic modeling; dynamic spread factor; flexib le beam stru cture;

fLanguage

English

Publisher

ieee

Conference_Titel

Cybernetic Intelligent Systems (CIS), 2010 IEEE 9th International Conference on

Conference_Location

Reading

Print_ISBN

978-1-4244-9023-3

Electronic_ISBN

978-1-4244-9024-0

Type

conf

DOI

10.1109/UKRICIS.2010.5898131

Filename

5898131