DocumentCode
524828
Title
A proposal for improved Particle Swarm Optimization
Author
Chou, PenChen ; Lin, EeChen ; Don, WayLen
Author_Institution
Fac. of Electr. Eng. Dept., DaYeh Univ., Chunghua, Taiwan
Volume
1
fYear
2010
fDate
5-7 May 2010
Firstpage
311
Lastpage
314
Abstract
Since 1995, the proposal of Particle Swarm Optimization (PSO) by professor Kennedy and Eberhart has been succeeded in solving for many optimization problems, PSO is a vastly discussed worldwide by researchers. Due to the undetermined parameters in PSO, many suggestions for parameters assignment are under developed and proposed nowadays. Classifying optimization problems into three classes, this paper suggests an improved algorithm of PSO to handle three classes of optimization problems respectively.
Keywords
particle swarm optimisation; PSO; optimization problems; particle swarm optimization; Ant colony optimization; Automatic control; Automation; Communication system control; Damping; Evolutionary computation; Genetic algorithms; Multidimensional systems; Particle swarm optimization; Proposals; genetic algorithm; optimization; particle swarm intelligence;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Communication Control and Automation (3CA), 2010 International Symposium on
Conference_Location
Tainan
Print_ISBN
978-1-4244-5565-2
Type
conf
DOI
10.1109/3CA.2010.5533822
Filename
5533822
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