A Multi-objective Supply Chain Network Design Regarding Customer Relationship Management

Document Type : Research Paper


Faculty of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran


In recent years, for governments and industries waste management has become more important than ever due to legal requirements, economic profitability, environmental sensitivities and customer awareness development. The main objective of this article is to develop a mathematical programming model, in order to simultaneously improve the existing forward supply chain (SC) as well as to design reverse SC for the aim of collecting and recycling the used products, and also to coordinate the whole SC. The presented multi-objective model is solved by using revised multi-choice goal programming approach. The other objective of this work is to develop a more customer centric SC, which is successfully achieved by modeling the customer relationship management concept with strategic and tactical SC decisions. More importantly, the realization rate of the objectives, considering their importance to SC is shown to help senior managers in the decision-making process. The proposed model is designed for the new and emerging industry of recycling used tires in Iran, and is implemented by software with the cited industry data.


Main Subjects

  1. Krikke, H., Hofenk, D. and Wang, Y. (2013). “Revealing an invisible giant: A comprehensive survey into return practices within original (closed-loop) supply chains”, Resources, Conservation and Recycling, Vol. 73, No. 1, PP. 239-250.
  2. Lund, R. T. and Hauser, W. M. (2010). “Remanufacturing-an American perspective”, 5th International Conference on Responsive Manufacturing-Green Manufacturing (ICRM 2010), China.
  3. Jin, Y., Muriel, A. and Lu, Y. (2007). “On the profitability of remanufactured products”, Working paper in research gate.
  4. Barros, A. I., Dekker, R. and Scholten, V. (1998). “A two-level network for recycling sand: A case study” European Journal of Operational Research, Vol. 110, No2, PP. 199-214.
  5. Listeş, O. and Dekker, R. (2005). “A stochastic approach to a case study for product recovery network design”, European Journal of Operational Research, Vol. 160, No. 1, PP. 268-287.
  6. Shih, L. H. (2001). “Reverse logistics system planning for recycling electrical appliances and computers in Taiwan”, Resources, Conservation and Recycling, Vol. 32, No. 1, PP. 55-72.
  7. Realff, M. J., Ammons, J. C. and Newton, D. J. (2004). “Robust reverse production system design for carpet recycling”, IIE Transactions, Vol. 36, No. 8, PP. 767-776.
  8. Dehghanian, F., Mansour, S. and Farahani, R. Z. (2010). “Applying interactive multi objective decision making method in design of a sustainable recovery network to include differeent stakeholders preferences”, World Applied Sciences Journal, Vol. 8, No. 3, PP. 596-607.
  9. Dehghanian, F. and Mansour, S. (2009). “Designing sustainable recovery network of end-of-life products using genetic algorithm”, Resources, Conservation and Recycling, Vol. 53, No. 10, PP. 559-570.
  10. Kara, S. S. and 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 Systems with Applications, Vol. 37, No. 9, PP. 6129-6137.
  11. Vahdani, B., Tavakkoli-Moghaddam, R. and Jolai, F. (2013). “Reliable design of a logistics network under uncertainty: A fuzzy possibilistic-queuing model”, Applied Mathematical Modelling, Vol. 37, No. 5, PP. 3254-3268.
  12. Atamer, B., Bakal, İ. S. and Bayındır, Z. P. (2013). “Optimal pricing and production decisions in utilizing reusable containers”, International Journal of Production Economics, Vol. 143, No. 2, PP. 222-232.
  13. Ferri, G. L., Diniz Chaves, G. d. L. and Ribeiro, G. M. (2015). “Reverse logistics network for municipal solid waste management: The inclusion of waste pickers as a Brazilian legal requirement”, Waste Management, Vol. 40, No. 1, PP. 173-191.
  14. Zhou, X. and Zhou, Y. (2015). “Designing a multi-echelon reverse logistics operation and network: A case study of office paper in Beijing”, Resources, Conservation and Recycling, Vol. 100, No. 1, PP. 58-69.
  15. Galvez, D., Rakotondranaivo, A., Morel, L., Camargo, M. and Fick, M. (2015). “Reverse logistics network design for a biogas plant: An approach based on MILP optimization and Analytical Hierarchical Process (AHP)”, Journal of Manufacturing Systems, Vol. 37, No. 3, PP. 616-623.
  16. Cardoso, S. R., Barbosa-Póvoa, A. P. F. D. and Relvas, S. (2013). “Design and planning of supply chains with integration of reverse logistics activities under demand uncertainty”, European Journal of Operational Research, Vol. 226, No. 3, PP. 436-451.
  17. Entezaminia, A., Heydari, M. and Rahmani, D. (2016). “A multi-objective model for multi-product multi-site aggregate production planning in a green supply chain: Considering collection and recycling centers”, Journal of Manufacturing Systems, Vol. 40, No. 1, PP. 63-75.
  18. Yousefi Babadi, A. and Shishebori, D. (2015). “Robust optimization of integrated reverse logistic network design at uncertain conditions”, Journal of Industrial Engineering, Vol. 49, No. 2, PP. 299-313.
  19. Saffar, M. M., Shakouri, H., Ganjavi, and Razmi, J. (2015). “A green closed loop supply chain network design considering operational risks under uncertainty and solving the model with NSGA II algorithm”, Journal of Industrial Engineering, Vol. 49, No. 1, PP. 55-68.
  20. Ghesmati, R., Ghazanfari, M. and Pishvaee, M. S. (2016). “A robust fuzzy-probabilistic programming model for a reliable supply chain network design problem”, Journal of Industrial Engineering, Vol. 50, No. 1, PP. 53-68.
  21. Paydar, M. M. and Saidi-Mehrabad, M. (2015). “Revised multi-choice goal programming for integrated supply chain design and dynamic virtual cell formation with fuzzy parameters”, International Journal of Computer Integrated Manufacturing, Vol. 28, No. 3, PP. 251-265.
  22. Chang, C. T. (2008). “Revised multi-choice goal programming”, Applied Mathematical Modelling, Vol. 32, No. 12, PP. 2587-2595.
  23. Samadian, F. (2011). Tire recycling report, Iran ministry of mining and industry, Central library (in persian).