收稿日期: 2014-04-01
修回日期: 2014-06-11
网络出版日期: 2014-08-01
基金资助
国家自然科学基金资助项目(51305157);吉林省科技厅基金资助项目(201205011, 201215048)
Structural Reliability- Based Optimization Design Using PSO- DE Hybrid Algorithm
Received date: 2014-04-01
Revised date: 2014-06-11
Online published: 2014-08-01
Supported by
国家自然科学基金资助项目(51305157);吉林省科技厅基金资助项目(201205011, 201215048)
郑灿赫 孟广伟 李锋 周立明 孔英秀 . 一种基于PSO-DE混合算法的结构可靠性优化设计[J]. 华南理工大学学报(自然科学版), 2014 , 42(9) : 41 -45,75 . DOI: 10.3969/j.issn.1000-565X.2014.09.008
In order to enhance the efficiency of structural reliability- based optimization design,a PSO- DE hybridalgorithm is proposed on the basis of search features of the particle swarm optimization (PSO) and differential evo-lution (DE) algorithms.This algorithm overcomes the premature convergence of basic PSO algorithm.Moreover,by combining the PSO- DE hybrid algorithm with the structural reliability- based optimization theory,an optimization model is established to minimize the structure mass under the constraint of structural system failure probability.Caseanalyses show that,in comparison with the basic PSO algorithm,the proposed PSO- DE hybrid algorithm improves the convergence rate and the computational accuracy,and the algorithm is easy to implement with strong robustness.
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