A Two-Stage Simulated Annealing Algorithm for the Many-to-Many Milk-Run Routing Problem with Pipeline Inventory Cost
المؤلفون المشاركون
Lin, Yu
Xu, Tianyi
Bian, Zheyong
Sun, Shujing
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-22، 22ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-08-31
دولة النشر
مصر
عدد الصفحات
22
التخصصات الرئيسية
الملخص EN
In recent years, logistics systems with multiple suppliers and plants in neighboring regions have been flourishing worldwide.
However, high logistics costs remain a problem for such systems due to lack of information sharing and cooperation.
This paper proposes an extended mathematical model that minimizes transportation and pipeline inventory costs via the many-to-many Milk-run routing mode.
Because the problem is NP hard, a two-stage heuristic algorithm is developed by comprehensively considering its characteristics.
More specifically, an initial satisfactory solution is generated in the first stage through a greedy heuristic algorithm to minimize the total number of vehicle service nodes and the best insertion heuristic algorithm to determine each vehicle’s route.
Then, a simulated annealing algorithm (SA) with limited search scope is used to improve the initial satisfactory solution.
Thirty numerical examples are employed to test the proposed algorithms.
The experiment results demonstrate the effectiveness of this algorithm.
Further, the superiority of the many-to-many transportation mode over other modes is demonstrated via two case studies.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Lin, Yu& Bian, Zheyong& Sun, Shujing& Xu, Tianyi. 2015. A Two-Stage Simulated Annealing Algorithm for the Many-to-Many Milk-Run Routing Problem with Pipeline Inventory Cost. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-22.
https://search.emarefa.net/detail/BIM-1073818
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Lin, Yu…[et al.]. A Two-Stage Simulated Annealing Algorithm for the Many-to-Many Milk-Run Routing Problem with Pipeline Inventory Cost. Mathematical Problems in Engineering No. 2015 (2015), pp.1-22.
https://search.emarefa.net/detail/BIM-1073818
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Lin, Yu& Bian, Zheyong& Sun, Shujing& Xu, Tianyi. A Two-Stage Simulated Annealing Algorithm for the Many-to-Many Milk-Run Routing Problem with Pipeline Inventory Cost. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-22.
https://search.emarefa.net/detail/BIM-1073818
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1073818
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