基于SORA的多学科协同优化可靠性优化方法

针对多学科可靠性优化问题计算过程具有复杂性的特点,从简化计算复杂性的角度,研究协同优化可靠性优化方法.鉴于序列优化与可靠性评估( SORA)方法采用可靠性分析与优化过程相分离的方式, 提出了基于SORA的协同优化可靠性优化方法.该方法将具有三层嵌套循环的协同优化可靠性优化问题,转 变为顺序地执行确定性协同优化和可靠性分析过程. 因而,该可靠性优化模型维持了协同优化的两级优化结 构,降低了计算复杂性.最后,利用工程算例对该方法的有效性进行了验证....

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Bibliographic Details
Published in东北大学学报(自然科学版) Vol. 39; no. 1; pp. 1 - 5
Main Author 李海燕;井元伟
Format Journal Article
LanguageChinese
Published 东北大学 计算机科学与工程学院,辽宁 沈阳,110169%东北大学 信息科学与工程学院,辽宁 沈阳,110819 2018
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ISSN1005-3026
DOI10.12068/j.issn.1005-3026.2018.01.001

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Summary:针对多学科可靠性优化问题计算过程具有复杂性的特点,从简化计算复杂性的角度,研究协同优化可靠性优化方法.鉴于序列优化与可靠性评估( SORA)方法采用可靠性分析与优化过程相分离的方式, 提出了基于SORA的协同优化可靠性优化方法.该方法将具有三层嵌套循环的协同优化可靠性优化问题,转 变为顺序地执行确定性协同优化和可靠性分析过程. 因而,该可靠性优化模型维持了协同优化的两级优化结 构,降低了计算复杂性.最后,利用工程算例对该方法的有效性进行了验证.
Bibliography:21-1344/T
Aimed at the computation complexity of multidisciplinary reliability optimization, reliability-based collaborative optimization method was studied to simplify the computation process. Considering that the sequential optimization and reliability assessment (SORA) carries out reliability analysis and deterministic optimization with the sequential cycle mode,the SORA- based collaborative optimization was presented. The presented method converts the 3-layer nested reliability optimization structure into sequential deterministic collaborative optimization and reliability analysis,which maintains the two-level structure of collaborative optimization and simplifies the computation process. At last,an engineering example is used to demonstrate the effectiveness of the presented method.
LI Hai- yan1,JING Yuan- wei2(1. School of Computer Science &Engineering,Northeastern University,Shenyang 110169, China; 2. School of Information Science &Engineering,Northeastern University,Shenyang 110819, China)
multidisciplin
ISSN:1005-3026
DOI:10.12068/j.issn.1005-3026.2018.01.001