Investigating the robustness of the agricultural supply chain based on colored Petri nets

被引:7
作者
Chen, Wen Chong [1 ]
Li, Jing [1 ]
Wen, Dan Ping [1 ]
机构
[1] Nanjing Agr Univ, Fac Engn, Nanjing 210031, Jiangsu, Peoples R China
来源
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL | 2015年 / 91卷 / 10期
基金
中国国家自然科学基金;
关键词
agricultural supply chain; simulation; colored Petri nets; robustness; optimization method; OPTIMIZATION; MODEL; MANAGEMENT; COST;
D O I
10.1177/0037549715604029
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Increased complexity and decentralized operations of farmers in China add to the management and control difficulties of the agricultural supply chain (ASC). Using a supply chain simulation is an effective way to investigate the robustness of the supply chain while considering uncertainties in the environment. This study proposed colored Petri nets to model the ASC with uncertainty risks, and the simulation model was able to give directions regarding the maximization of system performance by running different simulation experiments. Then, robust metric models were set up in regard to the delivery time and quantity of the supply chain. The entire system performance was analyzed through using these metric models. Finally, robust optimal strategies were investigated in order to maintain the robustness of the ASC by selecting a suitable partner quantity.
引用
收藏
页码:898 / 915
页数:18
相关论文
共 47 条
[1]  
[Anonymous], 2001, SUPPLY CHAIN MANAGE
[2]   Supply chain modelling and its analytical evaluation [J].
Arns, M ;
Fischer, M ;
Kemper, P ;
Tepper, C .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2002, 53 (08) :885-894
[3]   Supply chain analysis of fresh fruits and vegetables (FFV): Prospects of contract farming [J].
Arumugam, Nalini ;
Fatimah, Mohamed Arshad ;
Chiew, Eddie F. C. ;
Zainalabidin, Mohamed .
AGRICULTURAL ECONOMICS-ZEMEDELSKA EKONOMIKA, 2010, 56 (09) :435-442
[4]   Min-max regret robust optimization approach on interval data uncertainty [J].
Assavapokee, T. ;
Realff, M. J. ;
Ammons, J. C. .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2008, 137 (02) :297-316
[5]   As You Sow, So Shall You Reap: The Welfare Impacts of Contract Farming [J].
Bellemare, Marc F. .
WORLD DEVELOPMENT, 2012, 40 (07) :1418-1434
[6]  
BenTal A, 2009, PRINC SER APPL MATH, P1
[7]   Robust multiperiod portfolio management in the presence of transaction costs [J].
Bertsimas, Dimitris ;
Pachamanova, Dessislava .
COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (01) :3-17
[8]   On the Power of Robust Solutions in Two-Stage Stochastic and Adaptive Optimization Problems [J].
Bertsimas, Dimitris ;
Goyal, Vineet .
MATHEMATICS OF OPERATIONS RESEARCH, 2010, 35 (02) :284-305
[9]   Constructing Uncertainty Sets for Robust Linear Optimization [J].
Bertsimas, Dimitris ;
Brown, David B. .
OPERATIONS RESEARCH, 2009, 57 (06) :1483-1495
[10]   A robust optmization perspective on stochastic programming [J].
Chen, Xin ;
Sim, Melvyn ;
Sun, Peng .
OPERATIONS RESEARCH, 2007, 55 (06) :1058-1071