IDEAS home Printed from https://ideas.repec.org/a/taf/tsysxx/v45y2014i11p2354-2365.html
   My bibliography  Save this article

A solution procedure for mixed-integer nonlinear programming formulation of supply chain planning with quantity discounts under demand uncertainty

Author

Listed:
  • Sisi Yin
  • Tatsushi Nishi

Abstract

Quantity discount policy is decision-making for trade-off prices between suppliers and manufacturers while production is changeable due to demand fluctuations in a real market. In this paper, quantity discount models which consider selection of contract suppliers, production quantity and inventory simultaneously are addressed. The supply chain planning problem with quantity discounts under demand uncertainty is formulated as a mixed-integer nonlinear programming problem (MINLP) with integral terms. We apply an outer-approximation method to solve MINLP problems. In order to improve the efficiency of the proposed method, the problem is reformulated as a stochastic model replacing the integral terms by using a normalisation technique. We present numerical examples to demonstrate the efficiency of the proposed method.

Suggested Citation

  • Sisi Yin & Tatsushi Nishi, 2014. "A solution procedure for mixed-integer nonlinear programming formulation of supply chain planning with quantity discounts under demand uncertainty," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(11), pages 2354-2365, November.
  • Handle: RePEc:taf:tsysxx:v:45:y:2014:i:11:p:2354-2365
    DOI: 10.1080/00207721.2013.769645
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00207721.2013.769645
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00207721.2013.769645?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Liao, Zhiying & Rittscher, Jens, 2007. "A multi-objective supplier selection model under stochastic demand conditions," International Journal of Production Economics, Elsevier, vol. 105(1), pages 150-159, January.
    2. Li, Jianli & Liu, Liwen, 2006. "Supply chain coordination with quantity discount policy," International Journal of Production Economics, Elsevier, vol. 101(1), pages 89-98, May.
    3. James P. Monahan, 1984. "A Quantity Discount Pricing Model to Increase Vendor Profits," Management Science, INFORMS, vol. 30(6), pages 720-726, June.
    4. Keely L. Croxton & Bernard Gendron & Thomas L. Magnanti, 2003. "A Comparison of Mixed-Integer Programming Models for Nonconvex Piecewise Linear Cost Minimization Problems," Management Science, INFORMS, vol. 49(9), pages 1268-1273, September.
    5. Hau L. Lee & Meir J. Rosenblatt, 1986. "A Generalized Quantity Discount Pricing Model to Increase Supplier's Profits," Management Science, INFORMS, vol. 32(9), pages 1177-1185, September.
    6. Goossens, D.R. & Maas, A.J.T. & Spieksma, F.C.R. & van de Klundert, J.J., 2007. "Exact algorithms for procurement problems under a total quantity discount structure," European Journal of Operational Research, Elsevier, vol. 178(2), pages 603-626, April.
    7. Burke, Gerard J. & Carrillo, Janice & Vakharia, Asoo J., 2008. "Heuristics for sourcing from multiple suppliers with alternative quantity discounts," European Journal of Operational Research, Elsevier, vol. 186(1), pages 317-329, April.
    8. Tsai, Jung-Fa, 2007. "An optimization approach for supply chain management models with quantity discount policy," European Journal of Operational Research, Elsevier, vol. 177(2), pages 982-994, March.
    9. Shin, Hojung & Benton, W.C., 2007. "A quantity discount approach to supply chain coordination," European Journal of Operational Research, Elsevier, vol. 180(2), pages 601-616, July.
    10. Crama, Y. & Pascual J., R. & Torres, A., 2004. "Optimal procurement decisions in the presence of total quantity discounts and alternative product recipes," European Journal of Operational Research, Elsevier, vol. 159(2), pages 364-378, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ziang Liu & Tatsushi Nishi, 2019. "Government Regulations on Closed-Loop Supply Chain with Evolutionarily Stable Strategy," Sustainability, MDPI, vol. 11(18), pages 1-29, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yu-Jen Lin & Chia-Huei Ho, 2011. "Integrated inventory model with quantity discount and price-sensitive demand," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 19(1), pages 177-188, July.
    2. Salma Karray & Chirag Surti, 2016. "Channel coordination with quantity discounts and/or cooperative advertising," International Journal of Production Research, Taylor & Francis Journals, vol. 54(17), pages 5317-5335, September.
    3. Zhou, Yong-Wu & Min, Jie & Goyal, Suresh K., 2008. "Supply-chain coordination under an inventory-level-dependent demand rate," International Journal of Production Economics, Elsevier, vol. 113(2), pages 518-527, June.
    4. Qin, Hu & Luo, Meifeng & Gao, Xiang & Lim, Andrew, 2012. "The freight allocation problem with all-units quantity-based discount: A heuristic algorithm," Omega, Elsevier, vol. 40(4), pages 415-423.
    5. Viktoryia Buhayenko & Dick den Hertog, 2017. "Adjustable Robust Optimisation approach to optimise discounts for multi-period supply chain coordination under demand uncertainty," International Journal of Production Research, Taylor & Francis Journals, vol. 55(22), pages 6801-6823, November.
    6. Zhou, Yong-Wu, 2009. "Two-echelon supply chain coordination through the unified number of annual orders," International Journal of Production Economics, Elsevier, vol. 117(1), pages 162-173, January.
    7. Wang, Huihui & Yu, Yimin & Zhang, Wei & Hua, Zhongsheng, 2019. "Procurement strategies for lost-sales inventory systems with all-units discounts," European Journal of Operational Research, Elsevier, vol. 272(2), pages 539-548.
    8. Hao-Chun Lu & Yao-Huei Huang, 2013. "An Optimal Method for Developing Global Supply Chain Management System," Journal of Optimization, Hindawi, vol. 2013, pages 1-14, October.
    9. Chen, Jing, 2011. "Returns with wholesale-price-discount contract in a newsvendor problem," International Journal of Production Economics, Elsevier, vol. 130(1), pages 104-111, March.
    10. Yang, Liu & Millstein, Mitch A. & Campbell, James F., 2022. "Unlocking cost savings hidden in hospital tier contracts," Omega, Elsevier, vol. 113(C).
    11. Fang Fang & Harihara Prasad Natarajan, 2020. "Sourcing and Procurement Cost Allocation in Multi‐Division Firms," Production and Operations Management, Production and Operations Management Society, vol. 29(3), pages 767-787, March.
    12. Munson, C.L. & Hu, J., 2010. "Incorporating quantity discounts and their inventory impacts into the centralized purchasing decision," European Journal of Operational Research, Elsevier, vol. 201(2), pages 581-592, March.
    13. Konur, Dinçer & Toptal, Ayşegül, 2012. "Analysis and applications of replenishment problems under stepwise transportation costs and generalized wholesale prices," International Journal of Production Economics, Elsevier, vol. 140(1), pages 521-529.
    14. Lee, Chang Hwan, 2007. "Coordination on stocking and progressive pricing policies for a supply chain," International Journal of Production Economics, Elsevier, vol. 106(1), pages 307-319, March.
    15. Lau, Amy Hing Ling & Lau, Hon-Shiang & Zhou, Yong-Wu, 2008. "Quantity discount and handling-charge reduction schemes for a manufacturer supplying numerous heterogeneous retailers," International Journal of Production Economics, Elsevier, vol. 113(1), pages 425-445, May.
    16. Mutlu, Fatih & Çetinkaya, Sıla, 2020. "Supplier–carrier–buyer channels: Contractual pricing for a carrier serving a supplier–buyer partnership," International Journal of Production Economics, Elsevier, vol. 230(C).
    17. Tsai, Jung-Fa, 2007. "An optimization approach for supply chain management models with quantity discount policy," European Journal of Operational Research, Elsevier, vol. 177(2), pages 982-994, March.
    18. Cai, Gangshu (George) & Chiang, Wen-Chyuan & Chen, Xiangfeng, 2011. "Game theoretic pricing and ordering decisions with partial lost sales in two-stage supply chains," International Journal of Production Economics, Elsevier, vol. 130(2), pages 175-185, April.
    19. Albert Y. Ha & Lode Li & Shu-Ming Ng, 2003. "Price and Delivery Logistics Competition in a Supply Chain," Management Science, INFORMS, vol. 49(9), pages 1139-1153, September.
    20. Charles L. Munson & Jianli Hu & Meir J. Rosenblatt, 2003. "Teaching the Costs of Uncoordinated Supply Chains," Interfaces, INFORMS, vol. 33(3), pages 24-39, June.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:tsysxx:v:45:y:2014:i:11:p:2354-2365. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/TSYS20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.