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Title:A novel hybrid self-adaptive bat algorithm
Authors:ID Fister, Iztok (Author)
ID Fong, Simon (Author)
ID Brest, Janez (Author)
ID Fister, Iztok (Author)
Files:.pdf The_Scientific_World_Journal_2014_Fister_et_al._A_Novel_Hybrid_Self-Adaptive_Bat_Algorithm.pdf (1,92 MB)
MD5: 6C2CFEA319BEB871C5E0AC62554183F6
 
URL http://www.hindawi.com/journals/tswj/2014/709738/
 
Language:English
Work type:Scientific work
Typology:1.01 - Original Scientific Article
Organization:FERI - Faculty of Electrical Engineering and Computer Science
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 algorithmusing differentDE 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.
Keywords:algorithms, optimization
Publication status:Published
Publication version:Version of Record
Year of publishing:2014
Number of pages:str. 1-12
Numbering:Letn. 2014
PID:20.500.12556/DKUM-66220 New window
ISSN:1537-744X
UDC:004.4
ISSN on article:1537-744X
COBISS.SI-ID:17789206 New window
DOI:10.1155/2014/709738 New window
NUK URN:URN:SI:UM:DK:HDMQPFTD
Publication date in DKUM:15.06.2017
Views:2178
Downloads:364
Metadata:XML DC-XML DC-RDF
Categories:Misc.
:
FISTER, Iztok, FONG, Simon, BREST, Janez and FISTER, Iztok, 2014, A novel hybrid self-adaptive bat algorithm. The Scientific World Journal [online]. 2014. Vol. 2014, p. 1–12. [Accessed 30 March 2025]. DOI 10.1155/2014/709738. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=66220
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Record is a part of a journal

Title:The Scientific World Journal
Publisher:Hindawi Publishing Corporation
ISSN:1537-744X
COBISS.SI-ID:2607642 New window

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:15.06.2017

Secondary language

Language:Slovenian
Keywords:algoritmi, optimizacija


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