Shapley Value Method for Benefit Distribution of Technology Innovation in Construction Industry with Intuitionistic Fuzzy Coalition

Author(s):  
Ting Han
Entropy ◽  
2021 ◽  
Vol 23 (12) ◽  
pp. 1598
Author(s):  
Jacek Mercik ◽  
Barbara Gładysz ◽  
Izabella Stach ◽  
Jochen Staudacher

The aim of the article is to propose a new method of valuation of a company, considering its ownership relations with other companies. For this purpose, the concept of the Shapley value from cooperative game theory is used as the basis for assessing such dependent companies. The paper presents proposals for Shapley value calculation algorithms for our model. We expand our model by discussing personal relations in addition to ownership relations and point out how intuitionistic fuzzy sets may be helpful in this context. As a result, we propose two new expanded models. In the first probabilistic model, we apply Pearson’s correlation coefficient, in the second, we use a correlation coefficient between intuitionistic fuzzy sets to determine the personal relationships. Finally, we present and interpret results for a real-world economic network with 17 companies.


2021 ◽  
Vol 65 ◽  
pp. 102647
Author(s):  
Jingxiao Zhang ◽  
You Ouyang ◽  
Pablo Ballesteros-Pérez ◽  
Hui Li ◽  
Simon P. Philbin ◽  
...  

2020 ◽  
Vol 3 (4) ◽  
Author(s):  
Jiayi Ge ◽  
Gengjun Gao

This article studies the problem of fresh agricultural cold chain and constructs a comprehensive benefit distribution model with improved Shapley value. First of all, this article considers the influence of input factors, risk factors, effort level on benefit distribution, and uses the entropy method , the order relationship analysis method to determine the benefit distribution coefficient under each influence factor. Then, this article establishes a comprehensive benefit distribution model, and uses the Topsis method to calculate the weight of each participating enterprise. Finally, the simulation result shows the feasibility and effectiveness of the proposed methods. The profit distribution model in this article takes into account the degree of contribution to participating enterprises to the cooperation and their satisfaction with the benefits distribution, solves the problem of unfair benefits distribution of the fresh agricultural cold chain, and thus promotes the stability of the cooperation among participating enterprises.


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