DocumentCode
2325259
Title
A cooperative approach to The Artificial Bee Colony algorithm
Author
El-Abd, Mohammed
Author_Institution
Sci. & Eng. Div., American Univ. of Kuwait, Safat, Kuwait
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
5
Abstract
The Artificial Bee Colony (ABC) algorithm is a powerful continuous optimization tool that has been proposed in the past few years. Many studies have shown the ABC superiority in terms of performance when compared to other well-known optimization algorithms. In this paper, the implementation of a Cooperative ABC (CABC) algorithm that is based on the explicit space decomposition approach is investigated. Both the ABC algorithm and its cooperative versions are applied to a well-known set of classical benchmark functions.
Keywords
optimisation; artificial bee colony algorithm; continuous optimization tool; cooperative ABC algorithm; cooperative approach; space decomposition approach; Benchmark testing; Convergence; Equations; Microorganisms; Optimization; Particle swarm optimization; Tin;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2010 IEEE Congress on
Conference_Location
Barcelona
Print_ISBN
978-1-4244-6909-3
Type
conf
DOI
10.1109/CEC.2010.5586007
Filename
5586007
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