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] |
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