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Stagnation control using interacted multiple ant colonies

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...

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Main Authors: Aljanaby, Alaa, Ku-Mahamud, Ku Ruhana, Md Norwawi, Norita
Format: Conference or Workshop Item
Language:English
Published: 2009
Subjects:
QA76 Computer software
Online Access:http://repo.uum.edu.my/13560/1/PID245.pdf
http://repo.uum.edu.my/13560/
http://www.icoci.cms.net.my
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record_format eprints
spelling my.uum.repo.135602015-04-02T07:17:52Z http://repo.uum.edu.my/13560/ Stagnation control using interacted multiple ant colonies Aljanaby, Alaa Ku-Mahamud, Ku Ruhana Md Norwawi, Norita QA76 Computer software 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. 2009-06-24 Conference or Workshop Item PeerReviewed application/pdf en http://repo.uum.edu.my/13560/1/PID245.pdf 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. http://www.icoci.cms.net.my
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutionali Repository
url_provider http://repo.uum.edu.my/
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Aljanaby, Alaa
Ku-Mahamud, Ku Ruhana
Md Norwawi, Norita
Stagnation control using interacted multiple ant colonies
description 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.
format Conference or Workshop Item
author Aljanaby, Alaa
Ku-Mahamud, Ku Ruhana
Md Norwawi, Norita
author_facet Aljanaby, Alaa
Ku-Mahamud, Ku Ruhana
Md Norwawi, Norita
author_sort Aljanaby, Alaa
title Stagnation control using interacted multiple ant colonies
title_short Stagnation control using interacted multiple ant colonies
title_full Stagnation control using interacted multiple ant colonies
title_fullStr Stagnation control using interacted multiple ant colonies
title_full_unstemmed Stagnation control using interacted multiple ant colonies
title_sort stagnation control using interacted multiple ant colonies
publishDate 2009
url http://repo.uum.edu.my/13560/1/PID245.pdf
http://repo.uum.edu.my/13560/
http://www.icoci.cms.net.my
_version_ 1644281219152609280
score 13.145126

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