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A heuristic particle swarm optimization method for truss structures with discrete variables

机译:离散变量桁架结构的启发式粒子群优化方法

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摘要

A heuristic particle swarm optimizer (HPSO) algorithm for truss structures with discrete variables is presented based on the standard particle swarm optimizer (PSO) and the harmony search (HS) scheme. The HPSO is tested on several truss structures with discrete variables and is compared with the PSO and the particle swarm optimizer with passive congregation (PSOPC), respectively. The results show that the HPSO is able to accelerate the convergence rate effectively and has the fastest convergence rate among these three algorithms. The research shows the proposed HPSO can be effectively used to solve optimization problems for steel structures with discrete variables.
机译:基于标准粒子群优化器(PSO)和和声搜索(HS)方案,提出了一种具有离散变量的桁架结构启发式粒子群优化器(HPSO)算法。 HPSO在具有离散变量的几种桁架结构上进行了测试,并分别与PSO和具有被动会聚(PSOPC)的粒子群优化器进行了比较。结果表明,HPSO能够有效地加快收敛速度​​,并且在这三种算法中具有最快的收敛速度。研究表明,提出的HPSO可以有效地解决具有离散变量的钢结构的优化问题。

著录项

  • 来源
    《Computers & Structures》 |2009年第8期|435-443|共9页
  • 作者

    L.J. Li; Z.B. Huang; F. Liu;

  • 作者单位

    Faculty of Construction Engineering, Guangdong University of Technology, Guangzhou 510006, China;

    Faculty of Construction Engineering, Guangdong University of Technology, Guangzhou 510006, China;

    Faculty of Construction Engineering, Guangdong University of Technology, Guangzhou 510006, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    heuristic particle swarm optimization; discrete variables; truss structures; size optimization;

    机译:启发式粒子群优化;离散变量桁架结构尺寸优化;

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