Weld sequence optimization: The use of surrogate models for solving sequential combinatorial problems

被引:44
|
作者
Voutchkov, I [1 ]
Keane, AJ
Bhaskar, A
Olsen, TM
机构
[1] Univ Southampton, Sch Engn Sci, Highfield SO17 1BJ, England
[2] Volvo Aero Corp, Trollhattan, Sweden
关键词
combinatorial optimization; optimization of sequences; surrogate model; welding;
D O I
10.1016/j.cma.2005.02.003
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The solution of combinatorial optimization problems usually involves the consideration of many possible design configurations. This often makes such approaches computationally expensive, especially when dealing with complex finite element models. Here a surrogate model is proposed that can be used to reduce substantially the computational expense of sequential combinatorial finite element problems. The model is illustrated by application to a weld path planning problem. (c) 2005 Elsevier B.V. All rights reserved.
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收藏
页码:3535 / 3551
页数:17
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