Tabu search with path relinking for an integrated production-distribution problem

被引:126
作者
Armentano, V. A. [1 ]
Shiguemoto, A. L. [2 ]
Lokketangen, A. [3 ]
机构
[1] Univ Estadual Campinas, Fac Engn Eletr & Computacao, Dpt Engn Sistemas, BR-13081852 Sao Paulo, Brazil
[2] Univ Fed Ceara, Dept Estat & Matemat Aplicada, BR-60455760 Fortaleza, Ceara, Brazil
[3] Molde Univ Coll, N-6411 Molde, Norway
基金
巴西圣保罗研究基金会;
关键词
Supply chain management; Production-distribution problem; Tabu search; Path relinking; LOT-SIZING PROBLEM; INVENTORY; MODELS;
D O I
10.1016/j.cor.2010.10.026
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper deals with the problem of integrating production and distribution planning over periods of a finite horizon. We consider a capacity-constrained plant that produces a number of items distributed by a fleet of homogenous vehicles to customers with known demand for each item in each period. The production planning defines the amount of each item produced in every period, while the distribution planning defines when customers should be visited, the amount of each item that should be delivered to customers, and the vehicle routes. The objective is to minimize production and inventory costs at the plant, inventory costs at the customers and distribution costs. We propose two tabu search variants for this problem, one that involves construction and a short-term memory, and one that incorporates a longer term memory used to integrate a path relinking procedure to the first variant. The proposed tabu search variants are tested on generated instances with up to ten items and on instances from the literature involving a single item. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1199 / 1209
页数:11
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