A Hybridization of Cuckoo Search and Differential Evolution for the Logistics Distribution Center Location Problem
المؤلفون المشاركون
Chi, Rui
Su, Yixin
Qu, Zhijian
Chi, Xuexin
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-02-06
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
The location selection of logistics distribution centers is a crucial issue in the modern urban logistics system.
In order to achieve a more reasonable solution, an effective optimization algorithm is indispensable.
In this paper, a new hybrid optimization algorithm named cuckoo search-differential evolution (CSDE) is proposed for logistics distribution center location problem.
Differential evolution (DE) is incorporated into cuckoo search (CS) to improve the local searching ability of the algorithm.
The CSDE evolves with a coevolutionary mechanism, which combines the Lévy flight of CS with the mutation operation of DE to generate solutions.
In addition, the mutation operation of DE is modified dynamically.
The mutation operation of DE varies under different searching stages.
The proposed CSDE algorithm is tested on 10 benchmarking functions and applied in solving a logistics distribution center location problem.
The performance of the CSDE is compared with several metaheuristic algorithms via the best solution, mean solution, and convergence speed.
Experimental results show that CSDE performs better than or equal to CS, ICS, and some other metaheuristic algorithms, which reveals that the proposed CSDE is an effective and competitive algorithm for solving the logistics distribution center location problem.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Chi, Rui& Su, Yixin& Qu, Zhijian& Chi, Xuexin. 2019. A Hybridization of Cuckoo Search and Differential Evolution for the Logistics Distribution Center Location Problem. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1196799
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Chi, Rui…[et al.]. A Hybridization of Cuckoo Search and Differential Evolution for the Logistics Distribution Center Location Problem. Mathematical Problems in Engineering No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1196799
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Chi, Rui& Su, Yixin& Qu, Zhijian& Chi, Xuexin. A Hybridization of Cuckoo Search and Differential Evolution for the Logistics Distribution Center Location Problem. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1196799
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1196799
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر