DocumentCode
3455577
Title
A Note on Particle Swarm Optimization: An integrated and theoretical approach
Author
Chou, Chao-Wei ; Lin, Hsin-Hui ; Lin, Jiann-Horng
Author_Institution
Dept. of Inf. Manage., I-Shou Univ., Kaohsiung
fYear
2006
fDate
20-22 Aug. 2006
Firstpage
1
Lastpage
6
Abstract
In this paper, a general and integrated form is proposed for the different kinds of particle swarm optimization. Also, some related theoretical results are given, including a convergence theorem for the random selection case and a lemma on probability percentile. To compare different PSO algorithms in effectiveness and efficiency, we propose three comparison indexes of universal standard.
Keywords
convergence; particle swarm optimisation; probability; random processes; convergence theorem; particle swarm optimization; performance index; probability percentile lemma; random selection; Birds; Chaos; Convergence; Evolutionary computation; Genetic mutations; Genetic programming; Information management; Optimization methods; Particle swarm optimization; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Cybernetics, 2006. ICCC 2006. IEEE International Conference on
Conference_Location
Budapest
Print_ISBN
1-4244-0071-6
Electronic_ISBN
1-4244-0072-4
Type
conf
DOI
10.1109/ICCCYB.2006.305693
Filename
4097654
Link To Document