Chaos-driven Discrete Artificial Bee Colony

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092777" target="_blank" >RIV/61989100:27240/14:86092777 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/CEC.2014.6900274" target="_blank" >http://dx.doi.org/10.1109/CEC.2014.6900274</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CEC.2014.6900274" target="_blank" >10.1109/CEC.2014.6900274</a>

Result language
angličtina
Original language name
Chaos-driven Discrete Artificial Bee Colony
Original language description
In this paper, a chaos driven Discrete Artificial Bee Algorithm is introduced. The main premise of this work is to ascertain if using chaos maps in lieu of standard pseudorandom number generators can improve the performance of the canonical algorithm. Nine unique chaos maps are embedded in the Discrete Artificial Bee Algorithm alongside the Mersenne twister and evaluated on the lot-streaming flowshop scheduling problem with setup time. Based on the obtained results, a number of chaotic maps significantly improve the performance of the algorithm. Additionally, the new algorithm is favourably compared with the chaos driven Enhanced Differential Evolution algorithm for the same problem.
Czech name
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Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
ISBN
978-1-4799-1488-3
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
2947-2954
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
New York
Event location
Beijing
Event date
Jul 6, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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