Uncertain Shapley value of coalitional game with application to supply chain alliance

Gao, Jinwu; Yang, Xiangfeng; Liu, Di

doi:10.1016/j.asoc.2016.06.018

Cited by 108 publications

(42 citation statements)

References 36 publications

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“…In this research, supply chain risk based on expert assessment is calculated. Many factors in the supply chain are ambiguous, imprecise, only known by experts (Nishizaki and Sakawa, 2000;Gao et al, 2017). Thus, risk should be computed on each supply chain stakeholder by expert assessment using fuzzy set theory.…”

Section: Supply Chain Risk and Value Added Calculationmentioning

confidence: 99%

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Supply Chain Fair Profit Allocation Based on Risk and Value Added for Sugarcane Agro-industry

Asrol

Marimin

Machfud

et al. 2020

OSCM: An Int. Journal

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Profit allocation is the main critical problem in the supply chain. In agro-industry supply chain, establishing a fair and reasonable profit allocation has been more challenging due to the influence of uncertain factors. Cooperative game theory with the Shapley value has an opportunity to solve this problem given its appropriateness for the key goals of the supply chain. Fuzzy Shapley value was developed to accommodate uncertain stakeholders' payoff. In addition, uncertain risk and value added were considered for a reasonable profit allocation. This model succeeded in a case study of finding a fair profit allocation in the sugarcane agro-industry supply chain taking into account uncertain risk and value added. The model validation showed that sugarcane farmers, mills, and distributors achieved 35.38%, 30.11%, and 34.51% of profit share, respectively. Stakeholders achieved their profit share based on their marginal contribution, risk potential, and valueadded contribution, which may increase supply chain stability.

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Section: Supply Chain Risk and Value Added Calculationmentioning

confidence: 99%

“…Profit in the agro-industry supply chain should be allocated reasonably and fairly to motivate stakeholder cooperation and thus avoid internal conflict (Gao et al, 2017;. With a fair profit allocation, stakeholders receive fair returns for contributions in the supply chain alliance.…”

Section: Introductionmentioning

confidence: 99%

Supply Chain Fair Profit Allocation Based on Risk and Value Added for Sugarcane Agro-industry

Asrol

Marimin

Machfud

et al. 2020

OSCM: An Int. Journal

View full text Add to dashboard Cite

show abstract

“…Liu et al [15] used the Shapley value method to provide a profit allocation mechanism for enterprises in a dynamic supply chain, but it requires related information from each firm at each time point. Gao et al [16] improved the Shapley value method to ensure fair profit distribution when two collaborators cooperate under uncertain profit. However, the Shapley value method has several limitations.…”

Section: Introductionmentioning

confidence: 99%

Organic Food Labeling and Advertising: A Tripartite Game Model between One Supplier and Two Heterogeneous Manufacturers

et al. 2019

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The development of the organic food industry is of great significance to the environment and society as consumers increasingly prefer green and healthy food. However, certain production and investment problems must be solved. A tripartite game model is established in this study to investigate the labeling and advertising investment decisions in an organic food supply chain composed of one supplier and two heterogeneous manufacturers by the biform game approach. In addition, a subsidy mechanism is introduced to alleviate underinvestment. The results show that, first, the supplier will label if labeling cost is relatively low without considering advertising investment. Second, the supplier will not label if advertising investment is considered because of the “diffusion of responsibility” mentality, and both manufacturers will invest in advertising as a result of equilibrium in dominant strategies. Third, the advertising subsidy mechanism can achieve Pareto improvement and coordinate the supply chain. Finally, manufacturer heterogeneity will lead to differentiated subsidy strategies that the supplier can claim to give additional subsidies to the weak manufacturer, thereby weakening the “diffusion of responsibility” mentality.

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“…In [35], the network's bandwidth reservation process is modeled using a Vickrey-Clarke-Grove (VCG) auction [36], a mechanism that is inherited from the Game-Theory, through which the cloud provider assigns bandwidth reservations among the cloud service tenants based on: (1) their offered bids, and (2) the affect of their presence in the network on a social welfare value that is calculated by the system. Instead of the VCG, the authors of [37] proposed using the Shapley value [38] for price-unit calculations. So, according to their work, the price of the amount of bandwidth resources allocated to a service tenants is calculated by the cloud provider, in accordance to the average marginal charge for the allocated resources.…”

Section: Efficient Resource Allocationmentioning

confidence: 99%

Interconnection Structures, Management and Routing Challenges in Cloud-Service Data Center Networks: A Survey

Quttoum

2018

Int. J. Interact. Mob. Technol.

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Abstract-Today's data center networks employ expensive networking equipments in associated structures that were not designed to meet the increasing requirements of the current large-scale data center services. Limitations that vary between reliability, resource utilization, and high costs are challenging. The era of cloud computing represents a promise to enable large-scale data centers. Computing platforms of such cloud service data centers consist of large number of commodity low-price servers that, with a theme of virtualization on top, can meet the performance of the expensive high-level servers at only a fraction of the price. Recently, the research in data center networks started to evolve rapidly. This opened the path for addressing many of its design and management challenges, these like scalability, reliability, bandwidth capacities, virtual machines' migration, and cost. Bandwidth resource fragmentation limits the network agility, and leads to low utilization rates, not only for the bandwidth resources, but also for the servers that run the applications. With Traffic Engineering methods, managers of such networks can adapt for rapid changes in the network traffic among their servers, this can help to provide better resource utilization and lower costs. The market is going through exciting changes, and the need to run demanding-scale services drives the work toward cloud networks. These networks that are enabled by the notation of autonomic management, and the availability of commodity low-price network equipments. This work provides the readers with a survey that presents the management challenges, design and operational constraints of the cloud-service data center networks..

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Uncertain Shapley value of coalitional game with application to supply chain alliance

Cited by 108 publications

References 36 publications

Supply Chain Fair Profit Allocation Based on Risk and Value Added for Sugarcane Agro-industry

Supply Chain Fair Profit Allocation Based on Risk and Value Added for Sugarcane Agro-industry

Organic Food Labeling and Advertising: A Tripartite Game Model between One Supplier and Two Heterogeneous Manufacturers

Interconnection Structures, Management and Routing Challenges in Cloud-Service Data Center Networks: A Survey

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