The inventory routing problem under uncertainty with perishable products: an application in the agri-food supply chain

被引:0
|
作者
Antonio Violi
Demetrio Laganá
Rosario Paradiso
机构
[1] University of Sannio,Department of Law, Economics, Management and Quantitative Methods
[2] University of Calabria,Department of Mechanical, Energetic and Management Engineering
[3] Vrije Universiteit Amsterdam De Boelelaan 1105,Department of Supply Chain Analytics
来源
Soft Computing | 2020年 / 24卷
关键词
Supply chain management; Agri-food inventory routing; Stochastic programming; Rolling horizon; Risk measure;
D O I
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中图分类号
学科分类号
摘要
In this paper, we propose a dynamic and stochastic approach for an inventory routing problem in which products with a high perishability must be delivered from a supplier to a set of customers. This problem falls within the agri-food supply chain (ASC\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\mathcal {ASC}}$$\end{document}) management field, which includes all the activities from production to distribution. The need for high-quality products that are subject to perishability is a critical issue to consider in the ASC\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\mathcal {ASC}}$$\end{document} optimization. Moreover, the demand uncertainty makes the problem very challenging. In order to effectively manage all these features, a rolling horizon approach based on a multistage stochastic linear program is proposed. Computational experiments over medium-size instances designed on the basis of the real data provided by an agri-food company operating in Southern Italy show the effectiveness of the proposed approach.
引用
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页码:13725 / 13740
页数:15
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