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

被引:13
作者
Asrol, Muhammad [1 ,3 ]
Marimin [1 ]
Machfud [1 ]
Yani, Moh [1 ]
Taira, Eizo [2 ]
机构
[1] Univ Bogor Agr Univ, Fac Agr Engn & Technol, Dept Agroind Technol, Bogor, Indonesia
[2] Univ Ryukyus, Fac Agr, Nishihara, Okinawa, Japan
[3] Binus Univ, Binus Grad Program, Ind Engn, West Jakarta, Indonesia
来源
OPERATIONS AND SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL | 2020年 / 13卷 / 02期
关键词
fuzzy shapley value; game theory; profit allocation; sugarcane; supply chain; COOPERATIVE GAMES; SHAPLEY VALUE; COALITIONAL GAME; MANAGEMENT; OPTIMIZATION; OPERATIONS; MODEL;
D O I
10.31387/oscm0410259
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
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 value-added contribution, which may increase supply chain stability.
引用
收藏
页码:150 / 165
页数:16
相关论文
共 75 条
[11]   The evolution and future of logistics and supply chain management [J].
Ballou, Ronald H. .
EUROPEAN BUSINESS REVIEW, 2007, 19 (04) :332-348
[12]   Cooperative games with fuzzy coalitions and fuzzy characteristic functions [J].
Borkotokey, Surajit .
FUZZY SETS AND SYSTEMS, 2008, 159 (02) :138-151
[13]   The Shapley value of cooperative games under fuzzy settings: a survey [J].
Borkotokey, Surajit ;
Mesiar, Radko .
INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2014, 43 (01) :75-95
[14]  
BPS, 2018, STAT TEB IND 2017
[15]  
BPS, 2016, DISTR PERD KOM GUL P
[16]  
Cachon G.P., 2006, Inf. Tutor. Oper. Res., P200, DOI DOI 10.1287/EDUC.1063.0023
[17]  
Cahyani W. K. D, 2017, J TEKNOL IND PERTAN, V27, P114, DOI [10.24961/j.tek.ind.pert.2017.27.2.114, DOI 10.24961/J.TEK.IND.PERT.2017.27.2.114]
[18]   Improving polynomial estimation of the Shapley value by stratified random sampling with optimum allocation [J].
Castro, Javier ;
Gomez, Daniel ;
Molina, Elisenda ;
Tejada, Juan .
COMPUTERS & OPERATIONS RESEARCH, 2017, 82 :180-188
[19]  
Chopra S, 2004, MIT SLOAN MANAGE REV, V46, P53
[20]  
Chopra S., 2013, SUPPLY CHAIN MANAGEM, V5th, DOI [10.5772/633, DOI 10.5772/633]