Reoptimization Heuristic for the Capacitated Vehicle Routing Problem
المؤلفون المشاركون
Linfati, Rodrigo
Escobar, John Willmer
المصدر
Journal of Advanced Transportation
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-8، 8ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-11-01
دولة النشر
مصر
عدد الصفحات
8
التخصصات الرئيسية
الملخص EN
The solution to a dynamic context of the Capacitated Vehicle Routing Problem (CVRP) is challenging.
Routing and replenishment decisions are necessary by considering the assignment of customers to vehicles when the information is gradually revealed over horizon time.
The procedure to solve this type of problems is referred to as route reoptimization, which is the best option for minimizing expected transportation cost without incurring failures of unsatisfied demand on a route.
This paper proposes a heuristic algorithm for the reoptimization of CVRP in which the number of customers increases.
The algorithm uses proposed performance metrics to reduce route dispersion and minimize length.
The initial solution is generated using the savings algorithm and then enhanced using the Record-to-Record travel metaheuristic.
By including or reducing new customers in the system, a reoptimization is performed which considers the visited nodes and edges as fixed.
The optimization of the algorithm is implemented hierarchically by first minimizing dispersion and then minimizing distance.
Next, the local search procedure is executed to improve the solution.
A classic optimization is performed on all instances using the original and new customers’ information for later comparison to minimize distance.
The efficiency of the proposed algorithm was validated using real-world cases from the literature.
The results are promising and show the effectiveness of the proposed method for solving the considered problem by using reoptimization procedures in order to achieve good approximation ratios within short computing times.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Linfati, Rodrigo& Escobar, John Willmer. 2018. Reoptimization Heuristic for the Capacitated Vehicle Routing Problem. Journal of Advanced Transportation،Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1181170
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Linfati, Rodrigo& Escobar, John Willmer. Reoptimization Heuristic for the Capacitated Vehicle Routing Problem. Journal of Advanced Transportation No. 2018 (2018), pp.1-8.
https://search.emarefa.net/detail/BIM-1181170
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Linfati, Rodrigo& Escobar, John Willmer. Reoptimization Heuristic for the Capacitated Vehicle Routing Problem. Journal of Advanced Transportation. 2018. Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1181170
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1181170
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