Particle swarm optimizer, ant colony strategy and harmony search scheme hybridized for optimization of truss structures

被引：338
|
作者：
Kaveh, A. [1 ]
Talatahari, S. [2 ]
机构：
[1] Iran Univ Sci & Technol, Ctr Excellence Fundamental Studies Struct Engn, Tehran 16, Iran
[2] Univ Tabriz, Dept Civil Engn, Tabriz, Iran
来源：
COMPUTERS & STRUCTURES | 2009年 / 87卷 / 5-6期
基金：
美国国家科学基金会;
关键词：
Ant colony optimization; Harmony search; Particle swarm optimization; Passive congregation; Truss structures design; Size optimization; GENETIC ALGORITHM; FORCE METHOD; DESIGN;
D O I：
10.1016/j.compstruc.2009.01.003
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
A heuristic particle swarm ant colony optimization (HPSACO) is presented for optimum design of trusses. The algorithm is based on the particle swarm optimizer with passive congregation (PSOPC), ant colony optimization and harmony search scheme. HPSACO applies PSOPC for global optimization and the ant colony approach is used to update positions of particles to attain the feasible solution space. HPSACO handles the problem-specific constraints using a fly-back mechanism, and harmony search scheme deals with variable constraints. Results demonstrate the efficiency and robustness or HPSACO, which performs better than the other PSO-based algorithms having higher converges rate than PSO and PSOPC. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码：267 / 283
页数：17
相关论文
共 50 条
  • [1] Particle swarm optimizer, ant colony strategy and harmony search scheme hybridized for optimization of truss structures (vol 87, pg 267, 2009)
    Kaveh, A.
    Talatahari, S.
    COMPUTERS & STRUCTURES, 2010, 88 (9-10) : 648 - 648
  • [2] A particle swarm ant colony optimization for truss structures with discrete variables
    Kaveh, A.
    Talatahari, S.
    JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH, 2009, 65 (8-9) : 1558 - 1568
  • [3] An efficient hybrid particle swarm strategy, ray optimizer, and harmony search algorithm for optimal design of truss structures
    Ali, Kaveh
    Mohammad, Seyed Javadi
    PERIODICA POLYTECHNICA-CIVIL ENGINEERING, 2014, 58 (02): : 155 - 171
  • [4] OPTIMIZATION OF SKELETAL STRUCTURES USING A HYBRIDIZED ANT COLONY-HARMONY SEARCH- GENETIC ALGORITHM
    Talebpour, M. H.
    Kaveh, A.
    Kalatjari, V. R.
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2014, 38 (C1) : 1 - 20
  • [5] Particle swarm and ant colony algorithms hybridized for improved continuous optimization
    Shelokar, P. S.
    Siarry, Patrick
    Jayaraman, V. K.
    Kulkarni, B. D.
    APPLIED MATHEMATICS AND COMPUTATION, 2007, 188 (01) : 129 - 142
  • [6] An integrated particle swarm optimizer for optimization of truss structures with discrete variables
    Mortazavi, Ali
    Togan, Vedat
    Nuhoglu, Ayhan
    STRUCTURAL ENGINEERING AND MECHANICS, 2017, 61 (03) : 359 - 370
  • [7] A novel particle swarm optimizer hybridized with extremal optimization
    Chen, Min-Rong
    Li, Xia
    Zhang, Xi
    Lu, Yong-Zai
    APPLIED SOFT COMPUTING, 2010, 10 (02) : 367 - 373
  • [8] Dynamic multi-swarm particle swarm optimizer with harmony search
    Zhao, S. -Z.
    Suganthan, P. N.
    Pan, Quan-Ke
    Tasgetiren, M. Fatih
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (04) : 3735 - 3742
  • [9] An improved particle swarm optimizer for truss structure optimization
    Li, Lijuan
    Huang, Zhibin
    Liu, Feng
    2006 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, PTS 1 AND 2, PROCEEDINGS, 2006, : 924 - 928
  • [10] An improved particle swarm optimizer for truss structure optimization
    Li, Lijuan
    Huang, Zhibin
    Liu, Feng
    COMPUTATIONAL INTELLIGENCE AND SECURITY, 2007, 4456 : 1 - 10
12345