Structural topology optimization using ant colony methodology

被引:116
|
作者
Kaveh, A. [1 ]
Hassani, B. [1 ]
Shojaee, S. [1 ]
Tavakkoli, S. M. [1 ]
机构
[1] Iran Univ Sci & Technol, Dept Civil Engn, Tehran 16, Iran
关键词
Ant Algorithm; topology optimization; finite elements; continuum;
D O I
10.1016/j.engstruct.2008.02.012
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper Ant Colony Optimization (ACO) and finite element analysis are employed in topology optimization of 2D and 3D structural models. The aim is to find the stiffest structure with a certain amount of material, based on the element's contribution to the strain energy. The ACO algorithm provides a suitable tool to handle the problem as an on-off discrete optimization. In this method, the analogy with ants determining the shortest path to food is the decision for an element to be eliminated or to remain. The main effect of using this approach lies in the fact that the problems of topology optimization can be reformulated as discrete problems with no limitation. Examples of 2D and 3D models are provided to show the applicability of the present method. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2559 / 2565
页数:7
相关论文
共 50 条
  • [1] Structural topology optimization using ant colony optimization algorithm
    Luh, Guan-Chun
    Lin, Chun-Yi
    [J]. APPLIED SOFT COMPUTING, 2009, 9 (04) : 1343 - 1353
  • [2] Topology Optimization of Structures Using Ant Colony Optimization
    Wu, Chun-Yin
    Zhang, Ching-Bin
    Wang, Chi-Jer
    [J]. WORLD SUMMIT ON GENETIC AND EVOLUTIONARY COMPUTATION (GEC 09), 2009, : 601 - 607
  • [3] Structural Topology Optimization of a Pylon's Mount Using Ant Colony Algorithms
    Xue, Cai-Jun
    Xu, Fen-Jin
    Xu, Yuan
    Tan, Wei
    [J]. JOURNAL OF AIRCRAFT, 2012, 49 (03): : 724 - 734
  • [4] Estimation of Sensor Network Topology Using Ant Colony Optimization
    Takahashi, Kensuke
    Kurihara, Satoshi
    Hirotsu, Toshio
    Sugawara, Toshiharu
    [J]. ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, 2009, 5495 : 263 - +
  • [5] Topology Reconfiguration in Cognitive Radio Networks using Ant Colony Optimization
    Zhang, Qixun
    He, Qian
    Zhang, Ping
    [J]. 2012 IEEE VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2012,
  • [6] Reliability optimization of topology communication network design using an improved ant colony optimization
    Watcharasitthiwat, Kanyapat
    Wardkein, Paramote
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2009, 35 (05) : 730 - 747
  • [7] A modified ant colony optimization algorithm for dynamic topology optimization
    Yoo, Kwang-Seon
    Han, Seog-Young
    [J]. COMPUTERS & STRUCTURES, 2013, 123 : 68 - 78
  • [8] Ant Colony Optimization based clustering methodology
    Inkaya, Tulin
    Kayaligil, Sinan
    Ozdemirel, Nur Evin
    [J]. APPLIED SOFT COMPUTING, 2015, 28 : 301 - 311
  • [9] A New Methodology for Membership Function Design using Ant Colony Optimization
    Lizarraga Olivas, Evelia
    Castillo, Oscar
    Soria, Jose
    Melin, Patricia
    [J]. 2013 IEEE SYMPOSIUM ON SWARM INTELLIGENCE (SIS), 2013, : 40 - 47
  • [10] Topology optimum design of compliant mechanisms using modified ant colony optimization
    Yoo, Kwang-Seon
    Han, Seog-Young
    [J]. JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2015, 29 (08) : 3321 - 3327