A multi-phase heuristic for the production routing problem

被引:53
|
作者
Solyali, Oguz [1 ]
Sural, Haldun [2 ]
机构
[1] Middle East Tech Univ, Business Adm Program, Northern Cyprus Campus,Mersin 10, TR-99738 Kalkanli, Turkey
[2] Middle East Tech Univ, Dept Ind Engn, TR-06800 Ankara, Turkey
关键词
Supply chain; Production routing; Integer programming; Heuristics; INTEGRATED PRODUCTION; INVENTORY; ALGORITHM; FORMULATIONS; SYSTEM;
D O I
10.1016/j.cor.2017.06.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study considers the production routing problem where a plant produces and distributes a single item to multiple retailers over a multi-period time horizon. The problem is to decide on when and how much to produce and stock at the plant, when and how much to serve and stock at each retailer, and vehicle routes for shipments such that the sum of fixed production setup cost, variable production cost, distribution cost, and inventory carrying cost at the plant and retailers is minimized. A multi-phase heuristic is proposed for the problem. The proposed heuristic is a mathematical programming-based heuristic that relies on formulating and solving restricted versions of the problem as mixed integer programs. The computational experiments on benchmark instances show favorable results with regard to the quality of the solutions found at the expense of higher computing times on large instances. In particular, the heuristic managed to find new best solutions for the 65% of benchmark instances. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:114 / 124
页数:11
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