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
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;
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
DOI :
10.1109/ICCCYB.2006.305693
