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
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;
Conference_Titel :
Computer Communication Control and Automation (3CA), 2010 International Symposium on
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-5565-2
DOI :
10.1109/3CA.2010.5533822
