A column generation-based heuristic algorithm for an inventory routing problem with perishable goods

被引:0
作者
Tung Le
Ali Diabat
Jean-Philippe Richard
Yuehwern Yih
机构
[1] Deccan International,
[2] Masdar Institute of Science and Technology,undefined
[3] University of Florida,undefined
[4] Purdue University,undefined
来源
Optimization Letters | 2013年 / 7卷
关键词
Inventory routing; Perishable goods; Column generation; Vehicle routing; Integer programming;
D O I
暂无
中图分类号
学科分类号
摘要
An inventory routing problem is a variation of the vehicle routing problem in which inventory and routing decisions are determined simultaneously over a given time horizon. The objective is to minimize the sum of transportation and inventory costs. In this paper, we study a specific inventory routing problem in which goods are perishable (PIRP). We develop a mathematical model for PIRP and exploit its structure to develop a column generation-based solution approach. Cutting planes are added to improve the formulation. We present computational experiments to demonstrate that our methodology is effective, and that the integration of routing and inventory can yield significant cost savings.
引用
收藏
页码:1481 / 1502
页数:21
相关论文
共 69 条
[1]  
Andersson H.(2010)Industrial aspects and literature survey: combined inventory management and routing Comput. Oper. Res. 37 1515-1536
[2]  
Hoff A.(2007)A branch-and-cut algorithm for a vendor managed inventory routing problem Transp. Sci. 41 382-391
[3]  
Christiansen M.(2005)Lot sizing with inventory bounds and fixed costs: polyhedral study and computation Oper. Res. 53 711-730
[4]  
Hasle G.(1984)Strong formulation for multi-item capacitated lot sizing Manag. Sci. 30 1255-1261
[5]  
Lokketangen A.(1983)Improving the distribution of industrial gases with an on-line computerized routing and scheduling optimizer Interface 13 4-23
[6]  
Archetti C.(2002)Deterministic order-up-to level policies in an inventory routing problem Transp. Sci. 36 119-132
[7]  
Bertazzi L.(2007)Maritime transportation Transportation 14 189-284
[8]  
Laporte G.(2004)Ship routing and scheduling: status and perspectives Transp. Sci. 38 1-205
[9]  
Speranza M.G.(1995)On prize-collecting tours and the asymmetric travelling salesman problem Int. Trans. Oper. Res. 39 188-95
[10]  
Atamturk A.(2002)A supply chain model of vendor managed inventory Transp. Res. Part E: Logist. Transp. Rev. 38 75-905