Title :
Evaluation Mode Research on Particle Swarm Optimization Algorithm
Author :
Qi, Kang ; Lei, Wang ; Hui, Xiao ; Qidi, Wu
Author_Institution :
Tongji Univ., Shanghai
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;
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
DOI :
10.1109/ICNSC.2007.372891
