Title :
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
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;
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
DOI :
10.1109/CSCWD.2006.253071
