On the performance of artificial bee colony (ABC) algorithm

Authors:
D. Karaboga;B. Basturk
Affiliations:
Erciyes University, Engineering Faculty, Computer Engineering Department, TR-38039 Kayseri, Turkey;Erciyes University, Engineering Faculty, Computer Engineering Department, TR-38039 Kayseri, Turkey
Venue:
Applied Soft Computing
Year:
2008

Citing 8
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Abstract

Artificial bee colony (ABC) algorithm is an optimization algorithm based on a particular intelligent behaviour of honeybee swarms. This work compares the performance of ABC algorithm with that of differential evolution (DE), particle swarm optimization (PSO) and evolutionary algorithm (EA) for multi-dimensional numeric problems. The simulation results show that the performance of ABC algorithm is comparable to those of the mentioned algorithms and can be efficiently employed to solve engineering problems with high dimensionality.