Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems

Authors:
Dervis Karaboga;Bahriye Basturk
Affiliations:
Erciyes University, Engineering Faculty, The Department of Computer Engineering,;Erciyes University, Engineering Faculty, The Department of Computer Engineering,
Venue:
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Year:
2007

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Abstract

This paper presents the comparison results on the performance of the Artificial Bee Colony (ABC) algorithm for constrained optimization problems. The ABC algorithm has been firstly proposed for unconstrained optimization problems and showed that it has superior performance on these kind of problems. In this paper, the ABC algorithm has been extended for solving constrained optimization problems and applied to a set of constrained problems .