A modified Artificial Bee Colony algorithm for real-parameter optimization

Authors:
Bahriye Akay;Dervis Karaboga
Affiliations:
Department of Computer Engineering, Erciyes University, 38039 Melikgazi, Kayseri, Turkey;Department of Computer Engineering, Erciyes University, 38039 Melikgazi, Kayseri, Turkey
Venue:
Information Sciences: an International Journal
Year:
2012

Citing 18
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Abstract

Swarm intelligence is a research field that models the collective intelligence in swarms of insects or animals. Many algorithms that simulates these models have been proposed in order to solve a wide range of problems. The Artificial Bee Colony algorithm is one of the most recent swarm intelligence based algorithms which simulates the foraging behaviour of honey bee colonies. In this work, modified versions of the Artificial Bee Colony algorithm are introduced and applied for efficiently solving real-parameter optimization problems.