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An efficient multi-objective optimization method for uncertain structures based on ellipsoidal convex model

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成果类型:
期刊论文
作者:
Liu, Xin*;Wang, Xinyu;Sun, Lin;Zhou, Zhenhua
通讯作者:
Liu, Xin
作者机构:
[Wang, Xinyu; Sun, Lin; Liu, Xin; Zhou, Zhenhua] Changsha Univ Sci & Technol, Key Lab Safety Design & Reliabil Technol Engn Veh, Changsha 410004, Hunan, Peoples R China.
[Liu, Xin] Chongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China.
通讯机构:
[Liu, Xin] C
Changsha Univ Sci & Technol, Key Lab Safety Design & Reliabil Technol Engn Veh, Changsha 410004, Hunan, Peoples R China.
Chongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China.
语种:
英文
关键词:
Uncertainty structures;Multi-objective optimization;Ellipsoidal convex model;Local-densifying approximation technique
期刊:
Structural and Multidisciplinary Optimization
ISSN:
1615-147X
年:
2019
卷:
59
期:
6
页码:
2189-2203
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [51775057]; Hunan Provincial Natural Science Foundation of ChinaNatural Science Foundation of Hunan Province [2017JJ3323]; Research Foundation of Education Department of Hunan Province [16B014]; Science Foundation of State Key Laboratory of Mechanical Transmissions [SKLMT-KFKT-201609]
机构署名:
本校为第一且通讯机构
院系归属:
交通运输工程学院
汽车与机械工程学院
摘要:
Compared with the interval model, the ellipsoidal convex model can describe the correlation of the uncertain parameters through a multidimensional ellipsoid, and whereby excludes extreme combination of uncertain parameters and avoids over-conservative designs. In this paper, we attempt to propose an efficient multi-objective optimization method for uncertain structures based on ellipsoidal convex model. Firstly, each uncertain objective function is transformed into deterministic optimization problem by using nonlinear interval number programmin...

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