loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Anton Duca ; Laurentiu Duca ; Gabriela Ciuprina and Daniel Ioan

Affiliation: Politehnica University of Bucharest, Romania

ISBN: 978-989-758-157-1

Keyword(s): SPSO, GPGPU, Pthreads, Electromagnetic Field, Optimization.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Soft Computing ; Swarm/Collective Intelligence

Abstract: This paper studies two parallelization techniques for the implementation of a SPSO algorithm applied to optimize electromagnetic field devices, GPGPU and Pthreads for multiprocessor architectures. The GPGPU and Pthreads implementations are compared in terms of solution quality and speed up. The electromagnetic optimization problems chosen for testing the efficiency of the parallelization techniques are the TEAM22 benchmark problem and Loney’s solenoid problem. As we will show, there is no single best parallel implementation strategy since the performances depend on the optimization function.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.231.229.89

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Duca, A.; Duca, L.; Ciuprina, G. and Ioan, D. (2015). GPGPU Vs Multiprocessor SPSO Implementations to Solve Electromagnetic Optimization Problems.In Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1 ECTA: ECTA, ISBN 978-989-758-157-1, pages 64-73. DOI: 10.5220/0005596000640073

@conference{ecta15,
author={Anton Duca. and Laurentiu Duca. and Gabriela Ciuprina. and Daniel Ioan.},
title={GPGPU Vs Multiprocessor SPSO Implementations to Solve Electromagnetic Optimization Problems},
booktitle={Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1 ECTA: ECTA,},
year={2015},
pages={64-73},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005596000640073},
isbn={978-989-758-157-1},
}

TY - CONF

JO - Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1 ECTA: ECTA,
TI - GPGPU Vs Multiprocessor SPSO Implementations to Solve Electromagnetic Optimization Problems
SN - 978-989-758-157-1
AU - Duca, A.
AU - Duca, L.
AU - Ciuprina, G.
AU - Ioan, D.
PY - 2015
SP - 64
EP - 73
DO - 10.5220/0005596000640073

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.