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

عنوان Migrating birds optimization: a new metaheuristic approach and its performance on quadratic assignment problem
نویسنده Duman, Ekrem, Uysal, M., Alkaya, A. F.
تاریخ انتشار: 2012-12-25
محل انتشار - Elsevier
موضوع Metaheuristics, Optimization, Birds’ migration, V-shape topology, Benefit mechanism
نوع دوره ای
زبان انگلیسی
دیجیتال بله
نسخه خطی خیر
کتابخانه: دانشگاه اوزیغین
شناسه دارایی کتابخانه 0020-0255
شماره ثبت 08e47518-783f-43f4-b65e-0cd233c3f6cc
محل کتابخانه Industrial Engineering
تاریخ 2012-12-25
یادداشت‌ها Due to copyright restrictions, the access to the full text of this article is only available via subscription.
متن نمونه 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
مشاهده در منبع دانشگاه اوزیغین Özyeğin Üniversitesi
Özyeğin Üniversitesi دانشگاه اوزیغین

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

نویسنده Duman, Ekrem, Uysal, M., Alkaya, A. F.
تاریخ انتشار 2012-12-25
محل انتشار - Elsevier
موضوع Metaheuristics, Optimization, Birds’ migration, V-shape topology, Benefit mechanism
نوع دوره ای
زبان انگلیسی
دیجیتال بله
نسخه خطی خیر
کتابخانه دانشگاه اوزیغین
شناسه دارایی کتابخانه 0020-0255
شماره ثبت 08e47518-783f-43f4-b65e-0cd233c3f6cc
محل کتابخانه Industrial Engineering
تاریخ 2012-12-25
یادداشت‌ها Due to copyright restrictions, the access to the full text of this article is only available via subscription.
متن نمونه 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
Özyeğin Üniversitesi
دانشگاه اوزیغین شما در حال هدایت مجدد هستید...

لطفاً صبر کنید