Author(s)

Bin Wang ¹, Hao Hao ², Hehuang Li ²

Affiliation(s)

¹ College of International Vocational Education, Shanghai Polytechnic University, 2360, Jinhai Road, Pudong New District, Shanghai, China
² School of Economics and Management, Shanghai Polytechnic University, 2360, Jinhai Road, Pudong New District, Shanghai, China

Corresponding Author

Bin Wang

ABSTRACT

With the increasing development of China’s economy, product and materials of reverse logistics is also increasing. Reverse logistics network design is of great significance to reduce cost of reverse logistics enterprises and society. In this paper, 0-1 mixed integer programming is used to establish a reverse logistics network optimization model which takes into account establishment of fixed facilities and flow between different logistics nodes. The objective function is profit maximization, and the constraints contain the processing capacity of facilities vehicle loading capacity. Lingo 14.0 is used to solve the model. The results show that the application of the model can improve the profits of reverse logistics enterprises on the basis of optimizing logistics facility allocation and material flow.

KEYWORDS

supply chain; logistics; reverse logistics; network design; 0-1 mixed integer programming

CITE THIS PAPER

Bin Wang, Hao Hao, Hehuang Li, The Connotation, An Optimization Model of Reverse Logistics Network Design. Automation and Machine Learning (2022) Vol. 3: 5-12. DOI: http://dx.doi.org/10.23977/autml.2022.030202.

REFERENCES

[1] Mutha A, Pokharel S. 2009 Strategic network design for reverse logistics and remanufacturing using new and old product modules Comput Ind Eng 56(1) 334–46.
[2] Das K, Chowdhury A H. 2012 Designing a reverse logistics network for optimal collection, recovery and quality-based product-mix planning Int J Prod Econ 135(1) 209–21.
[3] Qiang Q P. 2015 The closed-loop supply chain network with competition and design for remanufacture ability J Clean Prod 105 348–56.
[4] Liao T Y. 2018 Reverse logistics network design for product recovery and remanufacturing Appl Math Model 60 145–63.
[5] Kara S S, Onut S. 2010 A two-stage stochastic and robust programming approach to strategic planning of a reverse supply network: the case of paper recycling Expert Syst Appl 37(9) 6129–37.
[6] Alshamsi A, Diabat A. 2015 A reverse logistics network design J Manuf Syst 37 589–98.

Sponsors, Associates, and Links

---

• Power Systems Computation
  
  
• Internet of Things (IoT) and Engineering Applications
  
  
• Computing, Performance and Communication Systems
  
  
• Journal of Artificial Intelligence Practice
  
  
• Advances in Computer, Signals and Systems
  
  
• Journal of Network Computing and Applications
  
  
• Journal of Web Systems and Applications
  
  
• Journal of Electrotechnology, Electrical Engineering and Management
  
  
• Journal of Wireless Sensors and Sensor Networks
  
  
• Journal of Image Processing Theory and Applications
  
  
• Mobile Computing and Networking
  
  
• Vehicle Power and Propulsion
  
  
• Frontiers in Computer Vision and Pattern Recognition
  
  
• Knowledge Discovery and Data Mining Letters
  
  
• Big Data Analysis and Cloud Computing
  
  
• Electrical Insulation and Dielectrics
  
  
• Crypto and Information Security
  
  
• Journal of Neural Information Processing
  
  
• Collaborative and Social Computing
  
  
• International Journal of Network and Communication Technology
  
  
• File and Storage Technologies
  
  
• Frontiers in Genetic and Evolutionary Computation
  
  
• Optical Network Design and Modeling
  
  
• Journal of Virtual Reality and Artificial Intelligence
  
  
• Natural Language Processing and Speech Recognition
  
  
• Journal of High-Voltage
  
  
• Programming Languages and Operating Systems
  
  
• Visual Communications and Image Processing
  
  
• Journal of Systems Analysis and Integration
  
  
• Knowledge Representation and Automated Reasoning
  
  
• Review of Information Display Techniques
  
  
• Data and Knowledge Engineering
  
  
• Journal of Database Systems
  
  
• Journal of Cluster and Grid Computing
  
  
• Cloud and Service-Oriented Computing
  
  
• Journal of Networking, Architecture and Storage
  
  
• Journal of Software Engineering and Metrics
  
  
• Visualization Techniques
  
  
• Journal of Parallel and Distributed Processing
  
  
• Journal of Modeling, Analysis and Simulation
  
  
• Journal of Privacy, Trust and Security
  
  
• Journal of Cognitive Informatics and Cognitive Computing
  
  
• Lecture Notes on Wireless Networks and Communications
  
  
• International Journal of Computer and Communications Security
  
  
• Journal of Multimedia Techniques
  
  
• Computational Linguistics Letters
  
  
• Journal of Computer Architecture and Design
  
  
• Journal of Ubiquitous and Future Networks