Particle swarm approach for structural design optimization

被引:481
作者
Perez, R. E.
Behdinan, K.
机构
[1] Univ Toronto, Inst Aerosp Studies, Toronto, ON M3H 5T6, Canada
[2] Ryerson Univ, Dept Aerosp Engn, Toronto, ON M5B 2K3, Canada
关键词
structural optimization; truss structures; particle swarms; constrained optimization; soft computing; stochastic optimization;
D O I
10.1016/j.compstruc.2006.10.013
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents in detail the background and implementation of a particle swarm optimization algorithm suitable for constraint structural optimization tasks. Improvements, effect of the different setting parameters, and functionality of the algorithm are shown in the scope of classical structural optimization problems. The effectiveness of the approach is illustrated by three benchmark structural optimization tasks. Results show the ability of the proposed methodology to find better optimal solutions for structural optimization tasks than other optimization algorithms. (C) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1579 / 1588
页数:10
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