A rich vehicle routing problem dealing with perishable food: a case study

被引:50
作者
Amorim, Pedro [1 ]
Parragh, Sophie N. [2 ]
Sperandio, Fabricio [1 ]
Almada-Lobo, Bernardo [1 ]
机构
[1] Univ Porto, INESC TEC, Fac Engn, P-4600001 Oporto, Portugal
[2] Univ Vienna, Dept Business Adm, A-1210 Vienna, Austria
基金
奥地利科学基金会;
关键词
Vehicle routing problem; Adaptative large neighbourhood search; OR in industry; Decision support systems; TIME-WINDOWS; DELIVERY; ALGORITHM;
D O I
10.1007/s11750-012-0266-4
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents a successful application of operations research techniques in guiding the decision making process to achieve a superior operational efficiency in core activities. We focus on a rich vehicle routing problem faced by a Portuguese food distribution company on a daily basis. This problem can be described as a heterogeneous fleet site dependent vehicle routing problem with multiple time windows. We use the adaptative large neighbourhood search framework, which has proven to be effective to solve a variety of different vehicle routing problems. Our plans are compared against those of the company and the impact that the proposed decision support tool may have in terms of cost savings is shown. The algorithm converges quickly giving the planner considerably more time to focus on value-added tasks, rather than manually correct the routing schedule. Moreover, contrarily to the necessary adaptation time of the planner, the tool is quite flexible in following market changes, such as the introduction of new customers or new products.
引用
收藏
页码:489 / 508
页数:20
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