Research on the Resilient Evolutionary Game of Logistics Service Supply Chain with Government Participation

Zhang, Guangsheng; Wang, Xiao; Wang, Yanling; Kang, Jiayun

doi:10.3390/math10040630

Cited by 12 publications

(6 citation statements)

References 42 publications

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“…Zhang et al [26] state that in recent years, significant results have been achieved in the study of product supply chain resilience, but they did not include the supply aspect of logistics services. They state that the supply of logistics services is capacity based and is quite different from the supply of products, which significantly affects the establishment and strengthening of cooperation in the supply chain.…”

Section: Resilience Of the Global Supply Chainsmentioning

confidence: 99%

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A Novel Hybrid Approach for Evaluation of Resilient 4PL Provider for E-Commerce

Pajić

Kilibarda²,

Andrejić³

2023

Mathematics

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Today, e-commerce allows consumers access to a wide range of products on the global market, quick and convenient selection, purchase, ordering, and payment of products. Consumers expect to receive the products they bought online, very quickly, at favorable prices and delivery conditions. However, it is often not possible, because global supply chains are realized over large geographical distances, with a whole range of disruptions and challenges that need to be successfully overcome. With the aim of efficiently delivering products and meeting consumer expectations, retailers often leave this job to specialized and resilient logistics companies better known as fourth-party logistics (4PL) providers. On this occasion, it is necessary to conduct a very thorough evaluation of the logistics provider based on appropriate scientific approaches and models. In this paper, a new hybrid approach for the evaluation of resilient 4PLs was proposed, with the aim of providing appropriate support for the decision-making system on product delivery in e-commerce. The hybrid approach is based on the fuzzy full consistency method (FUCOM), evidence theory (ET), rule-based transformation (RBT), and weighted aggregated sum product assessment (WASPAS) methods. The proposed model was tested and applied to an example of an online retailer, which sells and delivers products originating from China and the countries of the Far East to the market of the Western Balkans and Southeastern Europe. Five 4PL providers were evaluated and ranked according to 10 criteria. According to the results, the most important criterion was IT capabilities, while the least important was cooperation. Additionally, sensitivity analysis was carried out to determine whether the final ranking will change. The obtained results showed that the proposed methodology represents a valuable decision support tool that can be used for solving not only the problem described in this paper but also similar problems.

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Section: Resilience Of the Global Supply Chainsmentioning

confidence: 99%

“…Additionally, when the assessment is uncertain, or when the number of h i j is equal to J, and each h i j holds a belief degree equal to γ i j (a l ), then β n,i (a l ) can be calculated using Equation (26).…”

Section: Rule-based Transformation Technique For Quantitative Assessmentmentioning

confidence: 99%

A Novel Hybrid Approach for Evaluation of Resilient 4PL Provider for E-Commerce

Pajić

Kilibarda²,

Andrejić³

2023

Mathematics

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“…Evolutionary game theory combines game theory analysis with dynamic evolutionary process analysis, and it emphasizes a dynamic equilibrium differing from traditional game theory's focus on static equilibrium [49][50][51]. Liu et al developed a tripartite evolutionary game model encompassing the strategies of the service platform, government and consumers, proposing a governance mechanism to counteract the utilization of Big Data Discriminatory Pricing (BDDP) by the service platform and their study concluded with insights into effective service platform governance [52].…”

Section: Related Workmentioning

confidence: 99%

Data Element Sharing in Convergence Media Ecology Based on Evolutionary Game

Hu,

Wang,

Song

et al. 2023

Applied Sciences

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As a new factor of production, data element has profoundly changed our mode of production, lifestyle and social governance style. The sharing of a data element in the convergence media ecology can greatly improve the circulation of a data element and enhance the value of a data element; however, it may face problems such as insufficient sharing willingness, incomplete sharing circulation mechanism and inadequate implementation of the incentive mechanism. To solve these problems, this paper introduced the evolutionary game theory in the convergence media ecology and established the data-sharing model according to the characteristics of nodes. We analyzed the ecological node evolution path, evolutionary stable strategy and the corresponding state conditions in the model. Furthermore, we carried out the sampling experiment simulation, which verified the effectiveness of the research content in this paper. At the end of the article, we summarize and give some key factors to increase the willingness to participate in sharing in convergence media ecology. This paper enriched the research field of data element sharing in convergence media and explored the willingness and tendency of the participants. The research results can provide targeted suggestions for promoting the sharing of data elements in convergence media ecology.

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“…Therefore, it is of great significance to comprehensively study the interaction of multiplayer strategies. According to the dynamic trends of the three participants, eight strategy combinations can be obtained, and the equilibrium state of each strategy combination is susceptible to the change of factors [44], as shown in Table 4.…”

Section: Stability Analysis Of Strategy Combination Of Three Game Sub...mentioning

confidence: 99%

Research on Emergency Supply Chain Collaboration Based on Tripartite Evolutionary Game

Wang

et al. 2022

Sustainability

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To explore the optimal mechanism of emergency supply chain collaboration when an epidemic crisis occurs, we construct a tripartite evolutionary game model of emergency collaboration among the government, the retailer, and the supplier to explore the interaction of primary strategies and the impact of critical parameters on the evolution and stability of the system. We conduct simulation analysis based on the actual situation of China’s emergency supply chain development. The research results show that in the recognition period of the crisis, the government participates in emergency supervision and the retailer participates in emergency collaboration, but the supplier does not participate in emergency collaboration. However, in the containment period of the crisis, the government increases penalties, provides appropriate emergency subsidies, and improves the efficiency of emergency supervision, which are conducive to promoting the supplier’s participation in emergency collaboration. In the recovery period of the crisis, as the benefits of both the retailer and the supplier participation in emergency collaboration increase, the government will withdraw from emergency supervision gradually. Moreover, the weaker the risk of supply chain enterprises participating in emergency collaboration, the more reasonable the distribution of the collaboration benefits, and the more conducive to the spontaneous emergency collaboration of the retailer and the supplier.

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Research on the Resilient Evolutionary Game of Logistics Service Supply Chain with Government Participation

Cited by 12 publications

References 42 publications

A Novel Hybrid Approach for Evaluation of Resilient 4PL Provider for E-Commerce

A Novel Hybrid Approach for Evaluation of Resilient 4PL Provider for E-Commerce

Data Element Sharing in Convergence Media Ecology Based on Evolutionary Game

Research on Emergency Supply Chain Collaboration Based on Tripartite Evolutionary Game

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