Food supply chains are nowadays perturbed by an increased supply and demand uncertainty, and more and more suffering from unexpected disruptions. In the specific context of food supply chains (FSC) for perishable products, these could be linked to natural hazards, industrial accidents or epidemics and their impact could lead to huge economic losses. The case of epidemic events has been little studied in the existing literature, although there are numerous cases reported in practice. At the strategic level, this requires a novel risk modeling approach to tackle the correlation and propagation features and advanced stochastic multi-period models to design the FSC network. Our interest in this research is to propose a comprehensive two-stage scenario-based mathematical model to design a resilient food supply chain under demand uncertainty and epidemic disruptions. In order to adequately characterize epidemic disruptions, they are modeled as a compound stochastic process and a Monte Carlo procedure is developed to generate plausible scenarios. The modeling approach covers the special characteristics of FSC, such as products perishability in time and discount prices based on product's age. In addition, a number of resiliency strategies are incorporated into the core model to enhance the resilience level of the FSC network design. The developed models are solved through an efficient solution approach relying on scenario reduction technique and Benders decomposition. Numerous problem instances are used to validate the modeling approach and to derive managerial insights.
机构:
Univ Auckland, Fac Engn, Dept Engn Sci, Auckland 1010, New ZealandUniv Auckland, Fac Engn, Dept Engn Sci, Auckland 1010, New Zealand
Behzadi, Golnar
O'Sullivan, Michael Justin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Auckland, Fac Engn, Dept Engn Sci, Auckland 1010, New ZealandUniv Auckland, Fac Engn, Dept Engn Sci, Auckland 1010, New Zealand
O'Sullivan, Michael Justin
Olsen, Tava Lennon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Auckland, Business Sch, Informat Syst & Operat Management, Auckland 1010, New ZealandUniv Auckland, Fac Engn, Dept Engn Sci, Auckland 1010, New Zealand
Olsen, Tava Lennon
Scrimgeour, Frank
论文数: 0引用数: 0
h-index: 0
机构:
Univ Waikato, Management Sch, Hamilton 3240, New ZealandUniv Auckland, Fac Engn, Dept Engn Sci, Auckland 1010, New Zealand
Scrimgeour, Frank
Zhang, Abraham
论文数: 0引用数: 0
h-index: 0
机构:
Univ Waikato, Management Sch, Hamilton 3240, New Zealand
Auckland Univ Technol, Business Sch, Auckland 1010, New ZealandUniv Auckland, Fac Engn, Dept Engn Sci, Auckland 1010, New Zealand
机构:
North Univ China, Sch Econ & Management, Taiyuan, Peoples R ChinaNorth Univ China, Sch Econ & Management, Taiyuan, Peoples R China
Shi, Honghua
Ni, Yaodong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Int Business & Econ, Sch Informat Technol & Management, Beijing, Peoples R ChinaNorth Univ China, Sch Econ & Management, Taiyuan, Peoples R China
Ni, Yaodong
Yang, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Sch Econ, Qingdao, Peoples R ChinaNorth Univ China, Sch Econ & Management, Taiyuan, Peoples R China
机构:
Univ Valle, Sch Ind Engn, Calle 13 100-00, Cali, ColombiaUniv Valle, Sch Ind Engn, Calle 13 100-00, Cali, Colombia
Rojas-Reyes, Juan J.
Rivera-Cadavid, Leonardo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Valle, Sch Ind Engn, Calle 13 100-00, Cali, ColombiaUniv Valle, Sch Ind Engn, Calle 13 100-00, Cali, Colombia
Rivera-Cadavid, Leonardo
Pena-Orozco, Diego L.
论文数: 0引用数: 0
h-index: 0
机构:
Corp Univ Minuto Dios, Programa Acad Ingn Ind, Guadalajara De Buga, Valle Del Cauca, ColombiaUniv Valle, Sch Ind Engn, Calle 13 100-00, Cali, Colombia