Consistency in multi-vehicle inventory-routing

被引:157
作者
Coelho, Leandro C. [1 ]
Cordeau, Jean-Francois [1 ]
Laporte, Gilbert [1 ]
机构
[1] CIRRELT & HEC Montreal, Montreal, PQ H3T 2A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Vendor-managed inventory systems; Inventory-routing; Consistency; Service quality; Adaptive large neighborhood search; Matheuristic; SUPPLY CHAIN; VEHICLE; CONSTRAINTS; ALGORITHM;
D O I
10.1016/j.trc.2012.03.007
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Inventory-routing problems (IRPs) arise in vendor-managed inventory systems. They require jointly solving a vehicle routing problem and an inventory management problem. Whereas the solutions they yield tend to benefit the vendor and customers, solving IRPs solely based on cost considerations may lead to inconveniences to both parties. These are related to the fleet size and vehicle load, to the frequency of the deliveries, and to the quantities delivered. In order to alleviate these problems, we introduce the concept of consistency in IRP solutions, thus increasing quality of service. We formulate the multi-vehicle IRP, with and without consistency requirements, as mixed integer linear programs, and we propose a matheuristic for their solution. This heuristic applies an adaptive large neighborhood search scheme in which some subproblems are solved exactly. The proposed algorithm generates solutions offering a good compromise between cost and quality. We analyze the effect of different inventory policies, routing decisions and delivery sizes. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:270 / 287
页数:18
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