[1]金 晶,李丽娟,刘 锋,等.基于快速群搜索算法的双层球面网壳多目标优化[J].建筑科学与工程学报,2014,31(04):97-102.
JIN Jing,LI Li-juan,LIU Feng,et al.Multi-objective Optimization of Double-layer Spherical Shells Based on Quick Group Search Algorithm[J].Journal of Architecture and Civil Engineering,2014,31(04):97-102.
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基于快速群搜索算法的双层球面网壳多目标优化(PDF)
《建筑科学与工程学报》[ISSN:1673-2049/CN:61-1442/TU]
- 卷:
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31卷
- 期数:
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2014年04期
- 页码:
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97-102
- 栏目:
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- 出版日期:
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2014-12-17
文章信息/Info
- Title:
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Multi-objective Optimization of Double-layer Spherical Shells Based on Quick Group Search Algorithm
- 作者:
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金 晶,李丽娟,刘 锋,何嘉年
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广东工业大学土木与交通工程学院
- Author(s):
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JIN Jing, LI Li-juan, LIU Feng, HE Jia-nian
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School of Civil and Transportation Engineering, Guangdong University of Technology
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- 关键词:
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双层球面网壳; 多目标优化; 快速群搜索算法; 时程分析; Pareto前沿
- Keywords:
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double-layer spherical shell; multi-objective optimization; quick group search algorithm; time history analysis; Pareto frontier
- 分类号:
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- DOI:
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- 文献标志码:
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A
- 摘要:
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提出一种新的群智能算法,即多目标快速群搜索优化(MQGSO)算法,以双层球面网壳为研究对象,进行结构节点最大位移最小化和结构质量最轻化的多目标优化设计,网壳优化后的Pareto前沿分布均匀且范围较广,分别对多目标优化和单目标优化后的结构进行多维地震作用时程响应分析。结果表明:多目标优化得到的结构优于单目标的优化结果,所提出的多目标快速群搜索算法能很好地实现复杂空间结构的多目标优化设计。
- Abstract:
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The multi-objective quick group search optimization (MQGSO) algorithm was applied to the optimal design of doublelayer spherical shells. The optimization objectives were the minimum value of the maximum displacement and the weight of the structure. Taking the doublelayer spherical shells as an object, the Pareto frontier of the optimization example structure had the full and broader distribution. Corresponding to the multi-objective optimization results and the singleobjective optimization results, the time history response analysis of optimized structure under multi-dimensional earthquake action was carried out. The results show that the multi-objective optimization results are better than those of the singleobjective one. The dynamic characteristics of the doublelayer shell example prove that the MQGSO algorithm can effectively deal with the multi-objective optimal design of complex spacial structures.
参考文献/References:
相似文献/References:
[1]李丽娟,梁靖昌.改进的多目标启发式粒子群算法及其在桁架结构设计中的应用[J].建筑科学与工程学报,2016,33(06):37.
LI Li-juan,LIANG Jing-chang.Improved Multi-objective Heuristic Particle Swarm Optimizer and Its Application in Truss Structural Design[J].Journal of Architecture and Civil Engineering,2016,33(04):37.
更新日期/Last Update:
2014-12-18