Abstract

The food industry is a major source of greenhouse gases (GHG). Given that consumers in this industry are aware of the negative consequences of GHG emissions, such as global warming and climate change, members of the food supply chain should consider mechanisms to reduce GHG emissions. The purpose of this paper is to examine the effects of supply chain structure and cooperation methods on the objectives and decisions of a sustainable food supply chain composed of one manufacturer and two suppliers. In the first scenario, a single-level problem is solved for a centralized supply chain. Other scenarios consider the decentralized structure, in which supply chain members face constraints such as maximum additive use and GHG emission, budget, and capacity. The bi-level programming is used to model competition between members of the sustainable food supply chain. It is demonstrated first that the lower-level models in decentralized scenarios can be converted to a single-level model, and then the proposed bi-level model is converted to a single-level one using the KKT method. Computational results show that the alliance of the manufacturer and the first supplier yields the highest total profit for all decentralized scenarios. Because the lowest GHG emission rate among decentralized scenarios is achieved through alliance and cost-sharing mechanisms, the use of these mechanisms concurrently is appropriate for environmental purposes. In scenarios where supply chain members compete with each other, it is found to be cost-effective to increase the budget. Additional considerations can be made regarding the effects of other variables such as distance and advertising on demand as well as alternative forms of the demand function.

Highlights

  • The increase in population has led to an increase in demand for food products, and there is no balance between the production and consumption of these products due to the lack of resources, so sustainability should be considered as an essential feature of the food supply chain (MartínezGuido et al, 2018)

  • The reduction of greenhouse gases (GHG) emissions and the use of additives are considered as competitive advantages, and prices can increase the demand for food products, thereby playing an important role in public health and achievement of the economic goals of the supply chain members

  • The coalition members compete with the second supplier, and their goal is to maximize the profit of the coalition by determining the price of the first product, profit margin of the second product, percentage of melamine, percentage of protein, and reduction of GHG emission

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Summary

Introduction

The increase in population has led to an increase in demand for food products, and there is no balance between the production and consumption of these products due to the lack of resources, so sustainability should be considered as an essential feature of the food supply chain (MartínezGuido et al, 2018). Chain members wish to increase demand and reduce costs by considering these issues, so all aspects of a sustainable supply chain must be considered in decision-making. The supply chain members add additives to their products for various purposes, such as increasing demand and reducing costs Excessive use of this type of additive may contaminate food and cause health problems for consumers. Five scenarios are presented to compare the impacts of competition and cooperation between supply chain members on their goals and decisions in centralized and decentralized structures. 1) What are the effects of considering different supply chain structures on supply chain members' goals and decisions?. 4) What share of the cost of reducing GHG emission should the second supplier have for a better effect on the supply chain members' economic and environmental goals in the fourth and fifth scenarios?. The conclusions of the study and suggestions for future research are presented in the final section

Literature review
Food supply chain
Bi-level programming
Problem definition
Competition and cooperation
Cooperation
Decentralized competition
Alliance between the manufacturer and the first supplier
Decentralized competition scenario with the cost-sharing mechanism
Alliance with the first supplier and cooperation mechanism for the second
Mathematical analysis
Solution method
Numerical results
Comparison of the scenarios
Effect of the cost of reducing GHG emission
Effect of government penalty on the endangerment of consumer health
Conclusion
Full Text
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