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A GP-AHP approach to Design Responsive Supply Chains for Pareto Customers

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  • Khorramshahgol, Reza
  • Al-Husain, Raed

Abstract

This research mainly aims to provide a practical method to (1) rank a firm's customers, (2) determine the implied uncertainty for customers’ demand, and (3) allocate supply chain (SC) resources for meeting customer demands in an equitable manner in order to provide them with an appropriate/desired level of responsiveness. The suggested methodology utilizes the analytic hierarchy process (AHP) and the Delphi method to (1) assess customers based on their relative importance and (2) determine the implied demand uncertainty for the product(s) they purchase from the firm. The information obtained from AHP and Delphi is used to construct a goal programming (GP) model to allocate organizational resources among the customers to meet their demands.

Suggested Citation

  • Khorramshahgol, Reza & Al-Husain, Raed, 2021. "A GP-AHP approach to Design Responsive Supply Chains for Pareto Customers," Operations Research Perspectives, Elsevier, vol. 8(C).
    • Handle: RePEc:eee:oprepe:v:8:y:2021:i:c:s2214716020300622
    DOI: 10.1016/j.orp.2020.100172
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    References listed on IDEAS

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    1. Thakur, Ramendra & Workman, Letty, 2016. "Customer portfolio management (CPM) for improved customer relationship management (CRM): Are your customers platinum, gold, silver, or bronze?," Journal of Business Research, Elsevier, vol. 69(10), pages 4095-4102.
    2. Marie-Laure Djelic & Antti Ainamo, 1999. "The Coevolution of New Organizational Forms in the Fashion Industry: A Historical and Comparative Study of France, Italy, and the United States," Organization Science, INFORMS, vol. 10(5), pages 622-637, October.
    3. Dylan Jones & Mehrdad Tamiz, 2010. "Practical Goal Programming," International Series in Operations Research and Management Science, Springer, edition 1, number 978-1-4419-5771-9, December.
    4. Kavilal, E.G. & Prasanna Venkatesan, S. & Harsh Kumar, K.D., 2017. "An integrated fuzzy approach for prioritizing supply chain complexity drivers of an Indian mining equipment manufacturer," Resources Policy, Elsevier, vol. 51(C), pages 204-218.
    5. Hossein Sayyadi Tooranloo & Asiyeh Iranpour, 2017. "Supplier selection and evaluation using interval-valued intuitionistic fuzzy AHP method," International Journal of Procurement Management, Inderscience Enterprises Ltd, vol. 10(5), pages 539-554.
    6. Jones, Dylan, 2011. "A practical weight sensitivity algorithm for goal and multiple objective programming," European Journal of Operational Research, Elsevier, vol. 213(1), pages 238-245, August.
    7. Marie-Laure Salles-Djelic & Antti Ainamo, 1999. "The Coevolution of New Organizational Forms in the Fashion Industry: A Historical and Comparative Study of France, Italy, and the United States," Post-Print hal-01892019, HAL.
    8. Al-Husain, Raed & Khorramshahgol, Reza, 2020. "Incorporating analytical hierarchy process and goal programming to design responsive and efficient supply chains," Operations Research Perspectives, Elsevier, vol. 7(C).
    9. Tamiz, Mehrdad & Jones, Dylan & Romero, Carlos, 1998. "Goal programming for decision making: An overview of the current state-of-the-art," European Journal of Operational Research, Elsevier, vol. 111(3), pages 569-581, December.
    10. Griffiths, John & James, Richard & Kempson, John, 2000. "Focusing customer demand through manufacturing supply chains by the use of customer focused cells: An appraisal," International Journal of Production Economics, Elsevier, vol. 65(1), pages 111-120, April.
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