Chapter

Foundations of Fuzzy Logic and Soft Computing

Volume 4529 of the series Lecture Notes in Computer Science pp 789-798

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

  • Dervis KarabogaAffiliated withErciyes University, Engineering Faculty, The Department of Computer Engineering
  • , Bahriye BasturkAffiliated withErciyes University, Engineering Faculty, The Department of Computer Engineering

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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 .