Particle Swarm Modelling of a Flexible Beam Structure

This paper presents a particle swarm optimization (PSO) algorithm with dynamic spread factor inertia weight and its 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...

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Bibliographic Details
Main Authors: Mohamad, M., Tokhi, M.O., Toha, S.F., Abd Latiff, I.
Format: Conference Proceeding
Language:English
Subjects:
Computational modeling
Computer simulation
dynamic modeling
dynamic spread factor
Equations
Evolutionary computation
flexible beam structure
Heuristic algorithms
Optimization methods
Particle beams
Particle swarm optimization
System identification
Systems engineering and theory
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Summary:This paper presents a particle swarm optimization (PSO) algorithm with dynamic spread factor inertia weight and its 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 standard PSO in modelling the flexible beam structure.
DOI:10.1109/EMS.2009.109