DocumentCode
524659
Title
A Binary Particle Swarm Optimization for Structural Topology Optimization
Author
Luh, Guan-chun ; Lin, Chun-Yi
Author_Institution
Dept. of Mech. Eng., Tatung Univ., Taipei, Taiwan
Volume
1
fYear
2010
fDate
28-31 May 2010
Firstpage
395
Lastpage
399
Abstract
Binary particle swarm optimization (BPSO) algorithm is applied to continuum structural topology design. An overview of the PSO and binary PSO algorithms are first described. A discretized topology design representation and the method for mapping each binary particle into toplogy representation are then detailed. Subsequently, a modified BPSO algorithm adopting binary bit-string type code and logic AND, OR and XOR operators with corresponding updating rules is illustrated. A well-studied example from structural topology optimization problems is utilized to demonstrate the efficiency and versatility of the proposed method. The results indicate the effectiveness of the proposed algorithm and its ability to find families of structural topologies.
Keywords
Algorithm design and analysis; Ant colony optimization; Design optimization; Genetic algorithms; Logic; Mechanical engineering; Optimization methods; Particle swarm optimization; Shape; Topology; binary particle swarm optimization; particle swarm optimization; structural topology optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Science and Optimization (CSO), 2010 Third International Joint Conference on
Conference_Location
Huangshan, Anhui, China
Print_ISBN
978-1-4244-6812-6
Electronic_ISBN
978-1-4244-6813-3
Type
conf
DOI
10.1109/CSO.2010.231
Filename
5533057
Link To Document