Peng Hao
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An efficient adaptive-loop method for non-probabilistic reliability-based design optimization
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Indexed by:Journal Papers

Date of Publication:2017-09-01

Journal:COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Included Journals:SCIE、EI、Scopus

Volume:324

Page Number:689-711

ISSN No.:0045-7825

Key Words:Non-probabilistic reliability-based design optimization; Efficient adaptive-loop method; Improved single loop method; Chaos control; Complex engineering problem

Abstract:For non-probabilistic reliability-based design optimization (NRBDO), existing methods cannot satisfy both efficiency and robustness requirements, especially for complex engineering problems. In this study, an efficient adaptive-loop (EAL) method for NRBDO is proposed based on an improved single loop method and enhanced chaos control method, aiming to enhance the optimization efficiency without sacrifice of numerical stability. The constraint function is reconstructed to improve the efficiency of reliability analysis. Moreover, a criteria condition is defined to guarantee the rationality of rough optimum and eliminate redundant constraints. The proposed EAL method can adaptively switch to a proper method, thus both high efficiency and robustness can be guaranteed. Nonlinear numerical examples and complex engineering problems are utilized to demonstrate the effectiveness of the proposed method by comparison with other existing methods. (C) 2017 Elsevier B.V. All rights reserved.

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Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

Main positions:Professor

Other Post:工程力学系主任

Gender:Male

Alma Mater:Dalian University of Technology

Degree:Doctoral Degree

School/Department:Department of Engineering Mechanics, State Key Laboratory of Structural Analysis for Industrial Equipment

Discipline:Solid Mechanics. Aerospace Mechanics and Engineering. Computational Mechanics. Engineering Mechanics

Contact Information:haopeng@dlut.edu.cn

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