Search group algorithm: A new metaheuristic method for the optimization of truss structures

被引:134
作者
Goncalves, Matheus Silva [1 ]
Lopez, Rafael Holdorf [1 ]
Fadel Miguel, Leandro Fleck [1 ]
机构
[1] Univ Fed Santa Catarina, Dept Civil Engn, Ctr Optimizat & Reliabil Engn, BR-88040900 Florianopolis, SC, Brazil
关键词
Truss optimization; Search group algorithm; Natural frequency constraints; Shape optimization; Topology optimization; Metaheuristic algorithm; TOPOLOGY OPTIMIZATION; DESIGN OPTIMIZATION; FREQUENCY CONSTRAINTS; SIZE OPTIMIZATION; DISCRETE; SHAPE; LAYOUT;
D O I
10.1016/j.compstruc.2015.03.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a new metaheuristic optimization method, the Search Group Algorithm (SGA), to deal with the optimization of truss structures. The effectiveness of the SGA is demonstrated through a selection of benchmark problems taken from the literature. Special attention is given to problems that involve topology optimization, discrete design variables and/or natural frequency constraints due to the complexities that they present. As the main conclusion of these numerical experiments, the SGA was able to provide the lightest structures ever found for 5 of the 6 examples investigated, to the best of the authors' knowledge. Moreover, it was also able to improve the statistics of the independent runs of the algorithm in most cases. These results emphasize the capabilities of the SGA in this field and encourage its further development and application to real problems in engineering. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:165 / 184
页数:20
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