Progress and prospects of sustainable reverse logistics network design

被引:0
|
作者
Gan J.-W. [1 ,2 ]
Luo L. [1 ]
Kou R. [1 ]
机构
[1] Business School, Sichuan University, Chengdu
[2] School of Economics and Management, Sichuan Tourism University, Chengdu
来源
Kongzhi yu Juece/Control and Decision | 2020年 / 35卷 / 11期
关键词
Network design; Optimization model; Research progress; Reverse logistics; Sustainability; Waste management;
D O I
10.13195/j.kzyjc.2019.1175
中图分类号
学科分类号
摘要
With the deepening practice of the concept of sustainable development and the increasingly significant impact of the environment and society of reverse logistics activities, the design of sustainable reverse logistics network is becoming a research hotspot. Firstly, this paper systematically summarizes the general situation of sustainable reverse logistics network design research. Then the paper overviews the progress from five aspects, including the indicators and methods for measuring economic, environmental and social sustainability, the decision variables, objective functions and constraints of mathematical models, the uncertainties considered and the treatment techniques, the methods and tools of model solving and research application. It is found that the indicators of economic, environmental and social impact measurement need to be expanded, especially the decision-making variables of environmental and social impact are less considered, the overall research of social sustainability is less and the measurement method needs to be broken through. At the same time, the real reverse logistics operation scenarios such as multi-period, multi product, cross docking, collecting according to quality level and uncertain environment, are not considered enough, and the integration and optimization of strategies, tactics and operation levels are not enough. All of above restrict the application of the model. In the face of complex mathematical models, interval optimization and simulation are seldom used to solve uncertain problems, theremore, more efficient and reliable meta heuristic algorithms or precise algorithms need to be designed urgently. Moreover, simulation optimization technology and cross entropy are used for efficiency evaluation or algorithm to algorithm ratio to improve the efficiency and scientificity of network design. Finally, the prospects of sustainable reverse logistics network design are presented. © 2020, Editorial Office of Control and Decision. All right reserved.
引用
下载
收藏
页码:2561 / 2577
页数:16
相关论文
共 122 条
  • [1] Liu D W., Network site optimization of reverse logistics for E-commerce based on genetic algorithm, Neural Computing and Applications, 25, 1, pp. 67-71, (2014)
  • [2] Bouzon M, Govindan K, Rodriguez C M T, Et al., Identification and analysis of reverse logistics barriers using fuzzy Delphi method and AHP, Resources, Conservation and Recycling, 108, pp. 182-197, (2016)
  • [3] Uster H, Easwaran G, Akcal E, Et al., Benders decomposition with alternative multiple cuts for a multi-product closed-loop supply chain network design model, Naval Research Logistics, 54, 8, pp. 890-907, (2007)
  • [4] Zhou C R, Liang L, Xu C Y, Et al., A literature review on the new development of the reverse logistics research, Science Research Management, 28, 3, pp. 123-132, (2007)
  • [5] Zhou G G, Cao Z Y., A genetic algorithm approach to location-allocation problem in reverse logistic network, Chinese Journal of Management Science, 13, 1, pp. 42-47, (2005)
  • [6] Zhang Q, Wei L R., Advances in reverse logistics network design research, Chinese Journal of Management Science, 24, 9, pp. 165-176, (2016)
  • [7] Mahmoudzadeh M, Mansour S, Karimi B., To develop a third-party reverse logistics network for end-of-life vehicles in Iran, Resources, Conservation and Recycling, 78, pp. 1-14, (2013)
  • [8] Phuc P N K, Yu V F, Tsao Y C., Optimizing fuzzy reverse supply chain for end-of-life vehicles, Computers & Industrial Engineering, 113, pp. 757-765, (2017)
  • [9] Korchi A E, Millet D., Designing a sustainable reverse logistics channel: the 18 generic structures framework, Journal of Cleaner Production, 19, 6, pp. 588-597, (2011)
  • [10] Mirdar Harijani A, Mansour S, Karimi B, Et al., Multi-period sustainable and integrated recycling network for municipal solid waste — A case study in Tehran, Journal of Cleaner Production, 151, pp. 96-108, (2017)