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Considering pricing and uncertainty in designing a reverse logistics network

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  • Mohsen Zamani
  • Mahdi Abolghasemi
  • Seyed Mohammad Seyed Hosseini
  • Mir Saman Pishvaee

Abstract

Companies try to maximize their profits by recovering returned products of highly uncertain quality and quantity. In this paper, a reverse logistics network for an Original Equipment Manufacturer (OEM) is presented. Returned products are selected for remanufacturing or scrapping, based on their quality and proportional prices are offered to customers. A Mixed Integer Non-linear Programming (MINLP) model is proposed to determine the location of collection centers, the optimum price of returned products and the sorting policy. The risk in the objective function is measured using the Conditional Value at Risk (CVaR) metric. CVaR measures the risk of an investment in a conservative way by considering the maximum lost. The results are analyzed for various values of the risk parameters ({\alpha}, and {\lambda}). These parameters indicate that considering risk affects prices, the classification of returned products, the location of collection centers and, consequently, the objective function. The model performs more conservatively when the weight of the CVaR part ({\lambda}) and the value of the confidence level {\alpha} are increased. The results show that better profits are obtained when we take CVaR into account.

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  • Mohsen Zamani & Mahdi Abolghasemi & Seyed Mohammad Seyed Hosseini & Mir Saman Pishvaee, 2019. "Considering pricing and uncertainty in designing a reverse logistics network," Papers 1909.11633, arXiv.org.
    • Handle: RePEc:arx:papers:1909.11633
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    References listed on IDEAS

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    1. Wu, Cheng-Han, 2012. "Price and service competition between new and remanufactured products in a two-echelon supply chain," International Journal of Production Economics, Elsevier, vol. 140(1), pages 496-507.
    2. Kaya, Onur, 2010. "Incentive and production decisions for remanufacturing operations," European Journal of Operational Research, Elsevier, vol. 201(2), pages 442-453, March.
    3. Pellerin, Robert & Sadr, Javad & Gharbi, Ali & Malhamé, Roland, 2009. "A production rate control policy for stochastic repair and remanufacturing systems," International Journal of Production Economics, Elsevier, vol. 121(1), pages 39-48, September.
    4. Reza Babazadeh & Fariborz Jolai & Jafar Razmi, 2015. "Developing scenario-based robust optimisation approaches for the reverse logistics network design problem under uncertain environments," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 20(4), pages 418-440.
    5. Markus Klausner & Chris T. Hendrickson, 2000. "Reverse-Logistics Strategy for Product Take-Back," Interfaces, INFORMS, vol. 30(3), pages 156-165, June.
    6. Tagaras, George & Zikopoulos, Christos, 2008. "Optimal location and value of timely sorting of used items in a remanufacturing supply chain with multiple collection sites," International Journal of Production Economics, Elsevier, vol. 115(2), pages 424-432, October.
    7. Atalay Atasu & Miklos Sarvary & Luk N. Van Wassenhove, 2008. "Remanufacturing as a Marketing Strategy," Management Science, INFORMS, vol. 54(10), pages 1731-1746, October.
    8. Jena, Sarat Kumar & Sarmah, S.P., 2016. "Price and service co-opetiton under uncertain demand and condition of used items in a remanufacturing system," International Journal of Production Economics, Elsevier, vol. 173(C), pages 1-21.
    9. Peter Kall & János Mayer, 2005. "Stochastic Linear Programming," International Series in Operations Research and Management Science, Springer, number 978-0-387-24440-2, September.
    10. Qiang, Qiang & Ke, Ke & Anderson, Trisha & Dong, June, 2013. "The closed-loop supply chain network with competition, distribution channel investment, and uncertainties," Omega, Elsevier, vol. 41(2), pages 186-194.
    11. Min, Hokey & Jeung Ko, Hyun & Seong Ko, Chang, 2006. "A genetic algorithm approach to developing the multi-echelon reverse logistics network for product returns," Omega, Elsevier, vol. 34(1), pages 56-69, January.
    12. Benati, Stefano, 2003. "The optimal portfolio problem with coherent risk measure constraints," European Journal of Operational Research, Elsevier, vol. 150(3), pages 572-584, November.
    13. V. Daniel R. Guide & Luk N. Van Wassenhove, 2009. "OR FORUM---The Evolution of Closed-Loop Supply Chain Research," Operations Research, INFORMS, vol. 57(1), pages 10-18, February.
    14. Aras, Necati & Aksen, Deniz, 2008. "Locating collection centers for distance- and incentive-dependent returns," International Journal of Production Economics, Elsevier, vol. 111(2), pages 316-333, February.
    15. Soleimani, Hamed & Govindan, Kannan, 2014. "Reverse logistics network design and planning utilizing conditional value at risk," European Journal of Operational Research, Elsevier, vol. 237(2), pages 487-497.
    16. Robotis, Andreas & Bhattacharya, Shantanu & Van Wassenhove, Luk N., 2005. "The effect of remanufacturing on procurement decisions for resellers in secondary markets," European Journal of Operational Research, Elsevier, vol. 163(3), pages 688-705, June.
    17. Yau, Sheena & Kwon, Roy H. & Scott Rogers, J. & Wu, Desheng, 2011. "Financial and operational decisions in the electricity sector: Contract portfolio optimization with the conditional value-at-risk criterion," International Journal of Production Economics, Elsevier, vol. 134(1), pages 67-77, November.
    18. Teunter, Ruud H. & Flapper, Simme Douwe P., 2011. "Optimal core acquisition and remanufacturing policies under uncertain core quality fractions," European Journal of Operational Research, Elsevier, vol. 210(2), pages 241-248, April.
    19. Rockafellar, R. Tyrrell & Uryasev, Stanislav, 2002. "Conditional value-at-risk for general loss distributions," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1443-1471, July.
    20. Pokharel, Shaligram & Liang, Yijiong, 2012. "A model to evaluate acquisition price and quantity of used products for remanufacturing," International Journal of Production Economics, Elsevier, vol. 138(1), pages 170-176.
    21. Ferrer, Geraldo & Swaminathan, Jayashankar M., 2010. "Managing new and differentiated remanufactured products," European Journal of Operational Research, Elsevier, vol. 203(2), pages 370-379, June.
    22. V. Daniel R. Guide, Jr. & Ruud H. Teunter & Luk N. Van Wassenhove, 2003. "Matching Demand and Supply to Maximize Profits from Remanufacturing," Manufacturing & Service Operations Management, INFORMS, vol. 5(4), pages 303-316, October.
    23. Wu, Cheng-Han, 2013. "OEM product design in a price competition with remanufactured product," Omega, Elsevier, vol. 41(2), pages 287-298.
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