A heuristic sequencing procedure for sequential solution of decomposed optimal design problems

被引:1
|
作者
Takeda, Norio [1 ]
Papalambros, Panos Y. [2 ]
机构
[1] Hitachi Ltd, Hitachi Res Lab, Hitachinaka, Ibaraki, Japan
[2] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
关键词
Structural optimization; Decomposition method; Sequential design; Coupling strength; Monotonicity analysis; SENSITIVITY; SYSTEMS; COMPLEX;
D O I
10.1007/s00158-011-0664-5
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The efficiency of designing a large-scale structure with many variables can often be increased by decomposing the design problem into less complex sub-problems. This article presents heuristic procedures of determining an appropriate design sequence to solve decomposed structural optimization problems using a sequential design (single-pass) strategy. One heuristic procedure exploits the monotonicity of a global constraint, which is included in all the sub-problems. Another procedure is based on the coupling strength of interactions between sub-problems, obtaining the appropriate design sequence and then verifying it with monotonicity analysis. The procedures are applied to two types of structural design problems; the metric for sequencing decomposed sub-problems can be obtained analytically for one design problem and numerically for another one. As a result, the sequencing procedures lead to satisfactory solutions at low computational cost, indicating their value for industrial product development.
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页码:1 / 20
页数:20
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