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TitlePerformance profile assessment of electromagnetism-like algorithms for global optimization
Author(s)Rocha, Ana Maria A. C.
Fernandes, Edite Manuela da G. P.
KeywordsGlobal optimization
Electromagnetism-like algorithm
Movement force vector
Performance profile
Issue date2008
PublisherAIP Publishing
JournalAIP Conference Proceedings
CitationSIMOS, Theodore E. ; PSIHOYIOS, George, ed. lit. – “International Electronic Conference on Computer Science (2007)”. Melville, N.Y. : American Institute of Physics, 2008. ISBN 978-0-7354-0590-5. p. 15-18.
Abstract(s)This paper introduces a modification on the movement force vector of the Birbil and Fang's electromagnetism-like algorithm for solving global optimization problems with bounded variables. The proposed movement vector combines the total force exerted on each point of the population, at the current iteration, with the rate of change in the force vector of a previous iteration. Several widely used benchmark problems were solved to compare the proposed modification with the original algorithm. A performance profile assessment shows the efficiency and robustness of the proposed modification.
TypeConference paper
AccessOpen access
Appears in Collections:LES/ALG - Textos completos em actas de encontros científicos internacionais com arbitragem

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