Proposing a Model For a Resilient Supply Chain: A Meta-heuristic Algorithm

被引:4
作者
Shafaghizadeh, S. [1 ]
Ebrahimnejad, S. [2 ]
Navabakhsh, M. [1 ]
Sajadi, S. M. [3 ]
机构
[1] Islamic Azad Univ, Dept Ind Engn, South Tehran Branch, Tehran, Iran
[2] Islamic Azad Univ, Dept Ind Engn, Karaj Branch, Karaj, Iran
[3] Coventru Univ, Fac Business & Law, Sch Stratagy & Leadership, Coventry, W Midlands, England
来源
INTERNATIONAL JOURNAL OF ENGINEERING | 2021年 / 34卷 / 12期
关键词
Resilient supply chain; Meta-heuristic; NP-hard problem; Mixed integer programming; SELECTION;
D O I
10.5829/ije.2021.34.12c.01
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The resilient supply chain considers many capabilities for companies to overcome financial crises and to supply and distribute products. In this study, we addressed the allocation of inventory distribution for a distribution network, including a factory, a number of potential locations for distribution centers and a number of retailers. Customers demand is assumed to be certain and deterministic for all periods but time varying in the limited planning horizon. The proposed model in this research is a linear complex integer programming model with two-objective functions. The first objective function minimizes the total costs of the entire distribution system in the planning horizon, and the second objective function seeks to minimize the difference between the maximum and minimum distances traveled by vehicles over the planning horizon. Therefore, the model tries to satisfy the demand and at the same time reduce costs using the best route transportation option configuration and transportation option. The routing problem is developed, and as the problem is a NP-hard problem, a meta-heuristic method is used to solve it. In this model, the demand volume for each customer in a period of the network, vehicle capacity, factory capacity, constant transportation cost, variable transportation cost, etc., are considered as factors affecting the model. The results show that the model proposed in the network can be used as a lever to improve the performance of the financial economic supply network through saving in routes.
引用
收藏
页数:12
相关论文
共 32 条
[1]   A Hybrid Fuzzy Multi-criteria Decision Making Model Based on Fuzzy DEMATEL with Fuzzy Analytical Network Process and Interpretative Structural Model for Prioritizing LARG Supply Chain Practices [J].
Akbarzadeh, Z. ;
Ghadikolaei, A. H. Safaei ;
Madhoushi, M. ;
Aghajani, H. .
INTERNATIONAL JOURNAL OF ENGINEERING, 2019, 32 (03) :413-423
[2]   Inventory routing under stochastic supply and demand * [J].
Alvarez, Aldair ;
Cordeau, Jean-Francois ;
Jans, Raf ;
Munari, Pedro ;
Morabito, Reinaldo .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2021, 102
[3]  
Christopher M., 2014, LOGISTICS EUROPE, V12, P14
[4]   A Green Hazardous Waste Location-routing Problem Considering the Risks Associated with Transportation and Population [J].
Delfani, F. ;
Kazemi, A. ;
Seyedhosseini, S. M. ;
Niaki, S. T. A. .
INTERNATIONAL JOURNAL OF ENGINEERING, 2020, 33 (11) :2272-2284
[5]   Enhancing resilience in the Covid-19 crisis: lessons from human resource management practices in Vietnam [J].
Diep Ngoc Su ;
Diep Luc Tra ;
Hanh My Thi Huynh ;
Hai Hong Thi Nguyen ;
O'Mahony, Barry .
CURRENT ISSUES IN TOURISM, 2021, 24 (22) :3189-3205
[6]  
Douglas S., 2021, Development and Learning in Organizations, V35, P19
[7]   Load-dependent speed optimization in maritime inventory routing [J].
Eide, Line ;
Ardal, Gro Cesilie Hahjem ;
Evsikova, Nataliia ;
Hvattum, Lars Magnus ;
Urrutia, Sebastian .
COMPUTERS & OPERATIONS RESEARCH, 2020, 123
[8]   Defining and characterizing organizational resilience in elite sport [J].
Fasey, Kirsten J. ;
Sarkar, Mustafa ;
Wagstaff, Christopher R. D. ;
Johnston, Julie .
PSYCHOLOGY OF SPORT AND EXERCISE, 2021, 52
[9]  
Ghazinour M., 2021, Multisystemic Resilience, V1st, P181
[10]  
Ghomi-Avili M, 2017, INT J ENG-IRAN, V30, P374, DOI 10.5829/idosi.ije.2017.30.03c.07