A modified scout bee for artificial bee colony algorithm and its performance on optimization problems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F16%3A50013655" target="_blank" >RIV/62690094:18450/16:50013655 - isvavai.cz</a>
Result on the web
<a href="http://www.sciencedirect.com/science/article/pii/S1319157816300039?via%3Dihub" target="_blank" >http://www.sciencedirect.com/science/article/pii/S1319157816300039?via%3Dihub</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.jksuci.2016.03.001" target="_blank" >10.1016/j.jksuci.2016.03.001</a>
Alternative languages
Result language
angličtina
Original language name
A modified scout bee for artificial bee colony algorithm and its performance on optimization problems
Original language description
The artificial bee colony (ABC) is one of the swarm intelligence algorithms used to solve optimization problems which is inspired by the foraging behaviour of the honey bees. In this paper, artificial bee colony with the rate of change technique which models the behaviour of scout bee to improve the performance of the standard ABC in terms of exploration is introduced. The technique is called artificial bee colony rate of change (ABC-ROC) because the scout bee process depends on the rate of change on the performance graph, replace the parameter limit. The performance of ABC-ROC is analysed on a set of benchmark problems and also on the effect of the parameter colony size. Furthermore, the performance of ABC-ROC is compared with the state of the art algorithms.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Journal of King Saud university - computer and information sciences
ISSN
1319-1578
e-ISSN
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Volume of the periodical
28
Issue of the periodical within the volume
4
Country of publishing house
SA - THE KINGDOM OF SAUDI ARABIA
Number of pages
12
Pages from-to
395-406
UT code for WoS article
000404232200004
EID of the result in the Scopus database
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