DocumentCode
2843253
Title
Evaluation Mode Research on Particle Swarm Optimization Algorithm
Author
Qi, Kang ; Lei, Wang ; Hui, Xiao ; Qidi, Wu
Author_Institution
Tongji Univ., Shanghai
fYear
2007
fDate
15-17 April 2007
Firstpage
846
Lastpage
851
Abstract
This paper presents a series of evaluation indexes for intelligent particle swarm optimization based on the basal evaluation index system in the field of intelligent optimization. A kind of evaluation model used to evaluate synthetically the general optimization performance and population dynamics of particle swarm optimization is proposed. This evaluation model is simulated and validated by function optimization problems.
Keywords
artificial intelligence; function evaluation; particle swarm optimisation; search problems; basal evaluation index system; evaluation indexes; function optimization problems; intelligent particle swarm optimization; population dynamics; Algorithm design and analysis; Artificial intelligence; Artificial neural networks; Competitive intelligence; Computer networks; Control systems; Design optimization; Intelligent networks; Optimization methods; Particle swarm optimization; Evaluation mode; General optimization performance; Particle swarm optimization; Population dynamics;
fLanguage
English
Publisher
ieee
Conference_Titel
Networking, Sensing and Control, 2007 IEEE International Conference on
Conference_Location
London
Print_ISBN
1-4244-1076-2
Electronic_ISBN
1-4244-1076-2
Type
conf
DOI
10.1109/ICNSC.2007.372891
Filename
4239104
Link To Document