An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold Chains
Cold goods manufacturers and logistics service providers are two essential groups of players in the goods safety issue in cold chains under the administration or inspection of governments and various stakeholders, including customers and final consumers. In this research, we applied the evolutionary...
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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2020/7989386 |
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doaj-5cea735d20d24032b2f1ce59eb4c59682020-11-25T02:01:58ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472020-01-01202010.1155/2020/79893867989386An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold ChainsXiao-Hu Xing0Zhi-Hua Hu1Shu-Wen Wang2Wen-Ping Luo3Logistics Research Center, Shanghai Maritime University, Shanghai 201306, ChinaLogistics Research Center, Shanghai Maritime University, Shanghai 201306, ChinaLogistics Research Center, Shanghai Maritime University, Shanghai 201306, ChinaSchool of Economical and Management, Shanghai Maritime University, Shanghai 201306, ChinaCold goods manufacturers and logistics service providers are two essential groups of players in the goods safety issue in cold chains under the administration or inspection of governments and various stakeholders, including customers and final consumers. In this research, we applied the evolutionary game theory to examine the behavioral strategies of manufacturers and logistics service providers, while we formulated the governments and various other stakeholders’ impacts by contracted subsidy and penalty. First, we developed an evolutionary game theory model of the interaction between manufacturers and logistics service providers. Then, we examined the evolutionary stable strategy (ESS) of the manufacturers and logistics service providers under various constraints. Finally, we used simulation to demonstrate the impact of combinations of various parameters on the ESS and evolutionary paths. The results showed that the behavior strategies of the manufacturers and logistics service providers are interleaved and affected by the parameters in the developed model. We analyzed the ESSs and evolutionary paths by considering profits of the cold goods, the cold chain logistics costs, mainly the additional profits and costs of sharing information, and the subsidy and penalty regulated by contracts and governments. By tuning the parameters for numerical studies, we can find that the subsidy and penalty are essential for the cold chain manufactures and logistics service providers to adopt the information-sharing strategy, while the cost of the strategy and the profit of them constrains the positivity. Although, besides instant costs and profits, the information-sharing strategy can add values to cold chains in the long run, the administrators must consider the two populations of players and advocate them to adopt the information-sharing strategy consistently by using optimal policies.http://dx.doi.org/10.1155/2020/7989386 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xiao-Hu Xing Zhi-Hua Hu Shu-Wen Wang Wen-Ping Luo |
spellingShingle |
Xiao-Hu Xing Zhi-Hua Hu Shu-Wen Wang Wen-Ping Luo An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold Chains Mathematical Problems in Engineering |
author_facet |
Xiao-Hu Xing Zhi-Hua Hu Shu-Wen Wang Wen-Ping Luo |
author_sort |
Xiao-Hu Xing |
title |
An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold Chains |
title_short |
An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold Chains |
title_full |
An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold Chains |
title_fullStr |
An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold Chains |
title_full_unstemmed |
An Evolutionary Game Model to Study Manufacturers and Logistics Companies’ Behavior Strategies for Information Transparency in Cold Chains |
title_sort |
evolutionary game model to study manufacturers and logistics companies’ behavior strategies for information transparency in cold chains |
publisher |
Hindawi Limited |
series |
Mathematical Problems in Engineering |
issn |
1024-123X 1563-5147 |
publishDate |
2020-01-01 |
description |
Cold goods manufacturers and logistics service providers are two essential groups of players in the goods safety issue in cold chains under the administration or inspection of governments and various stakeholders, including customers and final consumers. In this research, we applied the evolutionary game theory to examine the behavioral strategies of manufacturers and logistics service providers, while we formulated the governments and various other stakeholders’ impacts by contracted subsidy and penalty. First, we developed an evolutionary game theory model of the interaction between manufacturers and logistics service providers. Then, we examined the evolutionary stable strategy (ESS) of the manufacturers and logistics service providers under various constraints. Finally, we used simulation to demonstrate the impact of combinations of various parameters on the ESS and evolutionary paths. The results showed that the behavior strategies of the manufacturers and logistics service providers are interleaved and affected by the parameters in the developed model. We analyzed the ESSs and evolutionary paths by considering profits of the cold goods, the cold chain logistics costs, mainly the additional profits and costs of sharing information, and the subsidy and penalty regulated by contracts and governments. By tuning the parameters for numerical studies, we can find that the subsidy and penalty are essential for the cold chain manufactures and logistics service providers to adopt the information-sharing strategy, while the cost of the strategy and the profit of them constrains the positivity. Although, besides instant costs and profits, the information-sharing strategy can add values to cold chains in the long run, the administrators must consider the two populations of players and advocate them to adopt the information-sharing strategy consistently by using optimal policies. |
url |
http://dx.doi.org/10.1155/2020/7989386 |
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