Structural topology optimization using ant colony methodology

被引:121
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 34 条
[1]  
[Anonymous], 1992, OPTIMIZATION LEARNIN
[2]   Topology optimization with implicit functions and regularization [J].
Belytschko, T ;
Xiao, SP ;
Parimi, C .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2003, 57 (08) :1177-1196
[3]  
Bendsoe M.P., 2004, TOPOLOGY OPTIMIZATIO, P1, DOI [10.1007/978-3-662-05086-6_1, DOI 10.1007/978-3-662-05086-6_2]
[4]   GENERATING OPTIMAL TOPOLOGIES IN STRUCTURAL DESIGN USING A HOMOGENIZATION METHOD [J].
BENDSOE, MP ;
KIKUCHI, N .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 1988, 71 (02) :197-224
[5]  
Bullnheimer B., 1997, POM0397 U VIENN I MA
[6]  
Colorni A, 1991, P 1 EUR C ART LIF, DOI DOI 10.1109/MHS.1995.494215
[7]   Ant algorithms for discrete optimization [J].
Dorigo, M ;
Di Caro, G ;
Gambardella, LM .
ARTIFICIAL LIFE, 1999, 5 (02) :137-172
[8]  
FANJOY D, 2000, STRUCT DYN MAT C EXH, P1
[9]  
Haftka Raphael T., 1992, ELEMENTS STRUCTURAL
[10]  
Hassani B., 1999, Homogenization and Structural Topology Optimization. Theory