Particle Swarm Optimization based on Dynamic Niche Technology with Applications to Conceptual Design

Author

Liu, Xiyu ; Liu, Hong ; Duan, Huichuan

Author_Institution

Sch. of Manage., Shandong Univ., Jinan

fYear

2006

fDate

3-5 May 2006

Firstpage

1

Lastpage

6

Abstract

Based on the standard particle swarm optimization (PSO) algorithm together with the widely used dynamic niche technology, this paper presents a new variation combined with the dynamic niche sharing technique on the basis of traditional PSO algorithm. We proposed a cooperative particle swarm optimization model with cooperative multi-population. Applications are given on creative conceptual architectural design

Keywords

architectural CAD; particle swarm optimisation; cooperative multipopulation; cooperative particle swarm optimization; creative conceptual architectural design; dynamic niche technology; niche sharing technique; Algorithm design and analysis; Ant colony optimization; Application software; Artificial intelligence; Collaborative work; Conference management; Evolutionary computation; Genetics; Particle swarm optimization; Technology management; cooperative learning; creative design; learning algorithm; niche sharing; particle swarm optimization;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Supported Cooperative Work in Design, 2006. CSCWD '06. 10th International Conference on

Conference_Location

Nanjing

Print_ISBN

1-4244-0164-X

Electronic_ISBN

1-4244-0165-8

Type

conf

DOI

10.1109/CSCWD.2006.253071

Filename

4019125