Skip navigation
Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/16583
Title: Parallelization of particle swarm optimization and its implementation on scalable multi-core architecture
Authors: Chauhan N.C.
Aggarwal D.
Banga R.
Mittal A.
Kartikeyan, Machavaram Venkata
Published in: Proceedings of 2009 IEEE International Advance Computing Conference, IACC 2009
Abstract: The Particle Swarm Optimization (PSO) is a stochastic, population-based algorithm for search and optimization from a multidimensional space. Many engineering design problems in real life have complicated optimization functions, which require massive computational power, to solve in reasonable time when implemented sequentially. Thus, scalable parallel implementations are required to speed up these algorithms, and reduce the over-all design process time. In this paper, we present a model for parallelization of PSO algorithm, and its implementation on Cell Broadband Engine architecture.©2008 IEEE.
Citation: Proceedings of 2009 IEEE International Advance Computing Conference, IACC 2009, (2009), 392- 397. Patiala
URI: https://doi.org/10.1109/IADCC.2009.4809042
http://repository.iitr.ac.in/handle/123456789/16583
Issue Date: 2009
Keywords: Cell Broadband Engine Architecture
Computational power
Design process
Engineering design problems
Multi-dimensional space
Multicore architectures
Optimization function
Parallel implementations
Parallelization
Population-based algorithm
PSO algorithms
Speed-up
Parallel algorithms
Particle swarm optimization (PSO)
ISBN: 9.78E+12
Author Scopus IDs: 24075311200
57198241294
35100000000
12752738000
6603631347
Author Affiliations: Chauhan, N.C., Department of Electronics and Computer Engineering, Indian Institute of Technology Roorkee, Roorkee-247667, India
Aggarwal, D., Department of Electronics and Computer Engineering, Indian Institute of Technology Roorkee, Roorkee-247667, India
Banga, R., Department of Electronics and Computer Engineering, Indian Institute of Technology Roorkee, Roorkee-247667, India
Mittal, A., Department of Electronics and Computer Engineering, Indian Institute of Technology Roorkee, Roorkee-247667, India
Kartikeyan, M.V., Department of Electronics and Computer Engineering, Indian Institute of Technology Roorkee, Roorkee-247667, India
Corresponding Author: Chauhan, N. C.; Department of Electronics and Computer Engineering, Indian Institute of Technology Roorkee, Roorkee-247667, India; email: narendec@iitr.emet.in
Appears in Collections:Conference Publications [ECE]

Files in This Item:
There are no files associated with this item.
Show full item record


Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.