Memetic artificial bee colony for integer programming

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86093040" target="_blank" >RIV/61989100:27240/14:86093040 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-13461-1_26" target="_blank" >http://dx.doi.org/10.1007/978-3-319-13461-1_26</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-13461-1_26" target="_blank" >10.1007/978-3-319-13461-1_26</a>

Result language
angličtina
Original language name
Memetic artificial bee colony for integer programming
Original language description
Due to the simplicity of the Artificial Bee Colony (ABC) algorithm, it has been applied to solve a large number of problems. ABC is a stochastic algorithm and it generates trial solutions with random moves, however it suffers from slow convergence. In order to accelerate the convergence of the ABC algorithm, we proposed a new hybrid algorithm, which is called Memetic Artificial Bee Colony for Integer Programming (MABCIP). The proposed algorithm is a hybrid algorithm between the ABC algorithm and a Random Walk with Direction Exploitation (RWDE) as a local search method. MABCIP is tested on 7 benchmark functions and compared with 4 particle swarm optimization algorithms. The numerical results demonstrate that MABCIP is an efficient and robust algorithm.Springer International Publishing Switzerland 2014.
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
Communications in Computer and Information Science. Volume 488
ISBN
978-3-319-13460-4
ISSN
1865-0929
e-ISSN
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Number of pages
10
Pages from-to
268-277
Publisher name
Springer Verlag
Place of publication
London
Event location
Káhira
Event date
Nov 28, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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