Migrating birds optimization: a new metaheuristic approach and its performance on quadratic assignment problem

Name: Migrating birds optimization: a new metaheuristic approach and its performance on quadratic assignment problem
Author: Duman, Ekrem, Uysal, M., Alkaya, A. F.

İsim	Migrating birds optimization: a new metaheuristic approach and its performance on quadratic assignment problem
Yazar	Duman, Ekrem, Uysal, M., Alkaya, A. F.
Basım Tarihi:	2012-12-25
Basım Yeri	- Elsevier
Konu	Metaheuristics, Optimization, Birds’ migration, V-shape topology, Benefit mechanism
Tür	Süreli Yayın
Dil	İngilizce
Dijital	Evet
Yazma	Hayır
Kütüphane:	Özyeğin Üniversitesi
Demirbaş Numarası	0020-0255
Kayıt Numarası	08e47518-783f-43f4-b65e-0cd233c3f6cc
Lokasyon	Industrial Engineering
Tarih	2012-12-25
Notlar	Due to copyright restrictions, the access to the full text of this article is only available via subscription.
Örnek Metin	We propose a new nature inspired metaheuristic approach based on the V flight formation of the migrating birds which is proven to be an effective formation in energy saving. Its performance is tested on quadratic assignment problem instances arising from a real life problem and very good results are obtained. The quality of the solutions we report are better than simulated annealing, tabu search, genetic algorithm, scatter search, particle swarm optimization, differential evolution and guided evolutionary simulated annealing approaches. The proposed method is also tested on a number of benchmark problems obtained from the QAPLIB and in most cases it was able to obtain the best known solutions. These results indicate that our new metaheuristic approach could be an important player in metaheuristic based optimization.
DOI	10.1016/j.ins.2012.06.032
Cilt	217

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Migrating birds optimization: a new metaheuristic approach and its performance on quadratic assignment problem

Yazar Duman, Ekrem, Uysal, M., Alkaya, A. F.

Basım Tarihi 2012-12-25

Basım Yeri - Elsevier

Konu Metaheuristics, Optimization, Birds’ migration, V-shape topology, Benefit mechanism

Tür Süreli Yayın

Dil İngilizce

Dijital Evet

Yazma Hayır

Kütüphane Özyeğin Üniversitesi

Demirbaş Numarası 0020-0255

Kayıt Numarası 08e47518-783f-43f4-b65e-0cd233c3f6cc

Lokasyon Industrial Engineering

Tarih 2012-12-25

Notlar Due to copyright restrictions, the access to the full text of this article is only available via subscription.

Örnek Metin We propose a new nature inspired metaheuristic approach based on the V flight formation of the migrating birds which is proven to be an effective formation in energy saving. Its performance is tested on quadratic assignment problem instances arising from a real life problem and very good results are obtained. The quality of the solutions we report are better than simulated annealing, tabu search, genetic algorithm, scatter search, particle swarm optimization, differential evolution and guided evolutionary simulated annealing approaches. The proposed method is also tested on a number of benchmark problems obtained from the QAPLIB and in most cases it was able to obtain the best known solutions. These results indicate that our new metaheuristic approach could be an important player in metaheuristic based optimization.

DOI 10.1016/j.ins.2012.06.032

Cilt 217