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Electronic Notes in Theoretical Computer Science
Article . 2011 . Peer-reviewed
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Electronic Notes in Theoretical Computer Science
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Electronic Notes in Theoretical Computer Science
Article . 2011
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Multiobjective Harmony Search Algorithm Proposals

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 01 Dec 2011 English Publisher:Elsevier BVJournal:Electronic Notes in Theoretical Computer Science, volume 281, pages 51-67 (issn: 1571-0661, Copyright policy )
Authors: Juan Ricart; Germán Hüttemann; Joaquín Lima; Benjamín Barán;

doi: 10.1016/j.entcs.2011.11.025

Multiobjective Harmony Search Algorithm Proposals

Abstract

AbstractHarmony Search metaheuristic is successfully used in several applications of science and engineering. However, its effectiveness in solving multiobjective optimization problems using the concepts of Pareto optimality, remains unproved. This paper presents two proposals of the Harmony Search metaheuristic for multiobjective optimization, using the ZDT functions as a test bed. Performance metrics for experimental results show that the proposals are competitive even when compared to NSGA-II evolutionary algorithm.

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Keywords

Musicians Improvisation, Harmony Search, Multiobjective Optimization, Pareto Dominance, Theoretical Computer Science, Computer Science(all)

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
52
Top 10%
Top 10%
Top 10%
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