Robust Optimization Model for a Food Supply Chain Under Uncertainty

Nowadays, the business environment has become an internal playing field in which companies have to work together as a whole to fight for disturbances. Companies have to turn lean and responsive for winning competitive advantage in market. However, lean supply chains would be more vulnerable in the case of disruption. Food supply chains have some special characteristics that make supply chains even more vulnerable, such as shelf life constraints, material seasonality. Food supply chains have to become robust to resist all kinds of disruptions. This paper has developed a stochastic mathematical formulation for achieving a robust optimal food supply chain. The model considers both supply-side uncertainties and demand-side uncertainties. Finally, to illustrate and analyze the model outputs, we apply this model to a numerical experience and test the validity of the model.

[1]  Kin Keung Lai,et al.  A robust optimization model for a cross-border logistics problem with fleet composition in an uncertain environment , 2002 .

[2]  Kin Keung Lai,et al.  A robust optimization model for production planning of perishable products , 2007, J. Oper. Res. Soc..

[3]  Cécile Murat,et al.  Recent advances in robust optimization: An overview , 2014, Eur. J. Oper. Res..

[4]  Jelena V. Vlajic,et al.  A framework for designing robust food supply chains , 2012, International Journal of Production Economics.

[5]  Bjorn Egil Asbjornslett,et al.  Assess the vulnerability of your production system , 1999 .

[6]  Yue Wu,et al.  Production , Manufacturing and Logistics A robust optimization model for multi-site production planning problem in an uncertain environment , 2007 .

[7]  J. G. A. J. van der Vorst,et al.  Effective food supply chains; generating, modelling and evaluating supply chain scenarios , 2000 .

[8]  Han-Lin Li,et al.  A robust optimization model for stochastic logistic problems , 2000 .

[9]  Reza Zanjirani Farahani,et al.  Robust supply chain network design with service level against disruptions and demand uncertainties: A real-life case , 2013, Eur. J. Oper. Res..

[10]  Robert J. Vanderbei,et al.  Robust Optimization of Large-Scale Systems , 1995, Oper. Res..

[11]  H. V. Landeghem,et al.  Robust planning: a new paradigm for demand chain planning , 2002 .

[12]  Peter J. Byrne,et al.  A case analysis of a sustainable food supply chain distribution system—A multi-objective approach , 2014 .