Agri-food supply chains with stochastic demands : a multi-period inventory routing problem with perishable products
Onggo, Bhakti Stephan 
(University of Southampton. Southampton Business School)
Panadero, Javier 
(Universitat Oberta de Catalunya. Internet Interdisciplinary Institute (IN3))
Corlu, Canan G. (Boston University Metropolitan College)
Juan, Ángel A 
(Universitat Oberta de Catalunya. Internet Interdisciplinary Institute (IN3))
Data: |
2019 |
Descripció: |
19 pàg. |
Resum: |
This paper considers an agri-food supply chain with a single fresh food supplier, who owns a central warehouse that serves several retail centers. Retail centers carry a certain amount of inventory of the fresh product, which is prone to deterioration. The supplier makes both inventory and routing decisions to minimize the inventory, transportation, food-waste, and stock-out costs in the face of stochastic customer demand and perishable products that need to be delivered to each retail center. This inventory routing problem is known as perishable inventory routing problem (PIRP) with stochastic demands in the literature. We model it using a mixed integer program and propose a simheuristic algorithm, which integrates Monte Carlo simulation within an iterated local search, to solve it. Our experiments show that the proposed algorithm can improve the initial solution with reasonable computational times. The resulting procedure is easy to implement and is applicable to other domains where a multi-period PIRP with stochastic demands may appear. |
Ajuts: |
Ministerio de Economía y Competitividad TRA2015-71883-REDT
|
Nota: |
Altres ajuts: this work has been partially supported by the Erasmus+ programme (2018-1-ES01-KA103-04976). |
Drets: |
Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.  |
Llengua: |
Anglès |
Document: |
Article ; recerca ; Versió acceptada per publicar |
Matèria: |
Agri-food supply chain ;
Metaheuristics ;
Multi-period inventory routing problem ;
Perishable product ;
Simheuristics ;
Stochastic demands ;
SDG 2 - Zero Hunger |
Publicat a: |
Simulation Modelling Practice and Theory, Vol. 97 (December 2019) , art. 101970, ISSN 1569-190X |
DOI: 10.1016/j.simpat.2019.101970
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