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Reliability Analysis Using Chaotic Particle Swarm Optimization

文献类型：期刊论文

作者Zhao, Hongbo1; Ru, Zhongliang1; Chang, Xu1; Li, Shaojun2
刊名QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL
出版日期2015
卷号31期号:8页码:1537-1552
关键词reliability analysis rock tunnel particle swarm optimization chaotic system response surface
ISSN号0748-8017
DOI10.1002/qre.1689
英文摘要Reliability analysis is an important and practical way of considering uncertainty in an engineering system. In practical engineering, the limit state functions are usually implicit in terms of random variables. Traditional reliability analysis methods are time-consuming and require derivative computing. In this paper, particle swarm optimization (PSO) is applied to reliability analysis by combining it with the first-order reliability method. To improve the global search performance, chaotic PSO (CPSO) was proposed by combining PSO with a chaotic system. CPSO-based reliability analysis is described and applied to four classic examples. The results show that implementation of CPSO-based reliability analysis is easy and can yield a reliability index and design point with good accuracy. The proposed method was applied to analyze the reliability of a circular tunnel in different cases. The results show that the CPSO algorithm is very efficient at solving global optimization problems and is a good approach for reliability analysis. Copyright (c) 2014 John Wiley & Sons, Ltd.
WOS研究方向Engineering ; Operations Research & Management Science
语种英语
WOS记录号WOS:000368362900018
出版者WILEY-BLACKWELL
源URL[http://119.78.100.198/handle/2S6PX9GI/3791]  
专题岩土力学所知识全产出_期刊论文
作者单位1.Henan Polytech Univ, Sch Civil Engn ;
2.Chinese Acad Sci, Inst Rock & Soil Mech
推荐引用方式
GB/T 7714		 Zhao, Hongbo,Ru, Zhongliang,Chang, Xu,et al. Reliability Analysis Using Chaotic Particle Swarm Optimization[J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL,2015,31(8):1537-1552.
APA Zhao, Hongbo,Ru, Zhongliang,Chang, Xu,&Li, Shaojun.(2015).Reliability Analysis Using Chaotic Particle Swarm Optimization.QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL,31(8),1537-1552.
MLA Zhao, Hongbo,et al."Reliability Analysis Using Chaotic Particle Swarm Optimization".QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL 31.8(2015):1537-1552.

入库方式： OAI收割

来源：武汉岩土力学研究所

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