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A Novel Hybrid Self-Adaptive Bat Algorithm
Iztok Fister Jr.1; Simon Fong2; Janez Brest1; Iztok Fister1
2014
Source PublicationThe Scientific World Journal
ISSN1537-744X
Volume2014
Other Abstract

Nature-inspired algorithms attract many researchers worldwide for solving the hardest optimization problems. One of the newest members of this extensive family is the bat algorithm. To date, many variants of this algorithm have emerged for solving continuous as well as combinatorial problems. One of the more promising variants, a self-adaptive bat algorithm, has recently been proposed that enables a self-adaptation of its control parameters. In this paper, we have hybridized this algorithm using different DE strategies and applied these as a local search heuristics for improving the current best solution directing the swarm of a solution towards the better regions within a search space. The results of exhaustive experiments were promising and have encouraged us to invest more efforts into developing in this direction. 

DOIhttp://dx.doi.org/10.1155/2014/709738
URLView the original
Indexed BySCI
Language英语
WOS Research AreaScience & Technology - Other Topics
WOS SubjectMultidisciplinary Sciences
WOS IDWOS:000334855800001
PublisherHINDAWI LTD, ADAM HOUSE, 3RD FLR, 1 FITZROY SQ, LONDON, W1T 5HF, ENGLAND
The Source to ArticleScopus
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Citation statistics
Cited Times [WOS]:56   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorIztok Fister Jr.
Affiliation1.Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova 17, 2000 Maribor, Slovenia
2.Department of Computer and Information Science, University of Macau, Avenue Padre Tomas Pereira, Taipa, Macau
Recommended Citation
GB/T 7714
Iztok Fister Jr.,Simon Fong,Janez Brest,et al. A Novel Hybrid Self-Adaptive Bat Algorithm[J]. The Scientific World Journal,2014,2014.
APA Iztok Fister Jr.,Simon Fong,Janez Brest,&Iztok Fister.(2014).A Novel Hybrid Self-Adaptive Bat Algorithm.The Scientific World Journal,2014.
MLA Iztok Fister Jr.,et al."A Novel Hybrid Self-Adaptive Bat Algorithm".The Scientific World Journal 2014(2014).
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