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Stagnation control using interacted multiple ant colonies


Aljanaby, Alaa and Ku-Mahamud, Ku Ruhana and Md Norwawi, Norita (2009) Stagnation control using interacted multiple ant colonies. In: International Conference on Computing and Informatics 2009 (ICOCI09), 24-25 June 2009, Legend Hotel, Kuala Lumpur.

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Abstract

Stagnation is a common problem that all ant algorithms suffer from regardless of their application domain.This paper proposes a new algorithmic approach that can effectively be used to tackle combinatorial optimization problems with a good chance to control the stagnation. The new approach utilizes multiple ant colonies with certain techniques that efficiently organize the work of these colonies to avoid the stagnation situations. Computational tests show that the proposed approach is competitive with other state of art ant algorithms.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN 978-983--44150-2-0 Organized by: UUM College of Arts and Sciences, Universiti Utara Malaysia.
Uncontrolled Keywords: Ant Colony Optimization, Combinatorial Optimization Problems, Stagnation.
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: College of Arts and Sciences
Depositing User: Prof. Dr. Ku Ruhana Ku Mahamud
Date Deposited: 02 Apr 2015 07:17
Last Modified: 02 Apr 2015 07:17
URI: http://repo.uum.edu.my/id/eprint/13560

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