4.6 Article

An age-based dynamic approach for distribution of perishable commodities with stochastic demands

期刊

SOFT COMPUTING
卷 -, 期 -, 页码 -

出版社

SPRINGER
DOI: 10.1007/s00500-023-07917-3

关键词

Stochastic model; Dynamic decision-making approach; Agri-food supply chain

向作者/读者索取更多资源

This paper presents an age-based model for the inventory-routing problem of perishable commodities with stochastic demands. The proposed approach takes into account the characteristics of the products as well as the needs and requirements of producers, sellers, and final consumers.
In the operational, strategic and tactical decision-making problems of the agri-food supply chain, the perishable nature of the commodities can represent a problem of particular complexity. It is therefore appropriate to consider decision support tools that take into account the characteristics of the products, the needs and requirements of producers, sellers and final consumers. The paper presents an age-based model for the inventory-routing problem of perishable commodities with stochastic demands. In particular, we propose a dynamic decision-making approach with a moving horizon that advances over time taking into account the more recent available information. This approach allows future decisions to be rescheduled in relation to new data, over a planning horizon of the same duration. To address a problem as realistic as possible, we assume that the demand for products of each age is unknown and we model this uncertainty by means of random variables with a probability distribution that can be estimated from historical data. Computational experiments on test cases based on a real-life agri-food company located in Southern Italy show the effectiveness of the proposed approach.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据