Two-dimensional equilibrium constraint layout using simulated annealing

被引:16
作者
Liu, Jingfa [1 ]
Li, Gang [2 ]
Chen, Duanbing [3 ]
Liu, Wenjie [1 ]
Wang, Yali [4 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Sch Math & Phys, Nanjing 210044, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Comp Sci, Chengdu 610054, Peoples R China
[4] Nanjing Univ Informat Sci & Technol, Sch Elect & Informat Engn, Nanjing 210044, Peoples R China
基金
中国博士后科学基金;
关键词
Packing problem; Equilibrium constraint; Layout optimization; Simulated; PACKING PROBLEM; IMPROVED ALGORITHM; UNEQUAL CIRCLES; OPTIMIZATION; LARGER;
D O I
10.1016/j.cie.2010.06.009
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper studies the layout optimization problem with equilibrium constraint. It is a two-dimensional packing problem with the industrial background of simplified satellite module layout design, and is known as NP-hard problem. By incorporating the heuristic neighborhood search mechanism and the adaptive gradient method into the simulated annealing procedure, a heuristic simulated annealing algorithm is put forward for this problem. The special neighborhood search mechanism can avoid the disadvantage of blind search in the simulated annealing algorithm, and the adaptive gradient method is used to execute local search and speed up finding the global optimal solution. Numerical examples are illustrated to verify the effectiveness of the proposed algorithm. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:530 / 536
页数:7
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