Title
Analysis of Parallel Sub-swarm PSO with the Same Total Particle Numbers.
Abstract
In this paper, we re-visit the parallel PSO schemes and adopt a different perspective to parallelize PSO. In the adopted scheme, the original particle swarm is divided into several sub-swarms under the condition that the total particle numbers are the same, thus keeping nearly the same computational tasks. Each slave processor then individually runs a part of the sub-swarms. Experiments are also conducted to show the property and the performance of the scheme.
Year
DOI
Venue
2015
10.1109/NBiS.2015.92
NBiS
Keywords
Field
DocType
particle swarm optimization, parallel processing, sub-swarm, particle number
Particle swarm optimization,Particle number,Mathematical optimization,Swarm behaviour,Parallel metaheuristic,Computer science,Parallel processing,Parallel computing,Multi-swarm optimization,Particle,Metaheuristic,Distributed computing
Conference
ISSN
Citations 
PageRank 
2157-0418
1
0.35
References 
Authors
5
4
Name
Order
Citations
PageRank
Tzung-pei Hong13768483.06
Jui-Chi Chen210.35
Wen-Yang Lin339935.72
Chun-Hao Chen430536.00