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Tactical production planning in a hybrid MTS/MTO system using Stackelberg game

Author

Listed:
  • Helia Yousefnejad

    (Alzahra University)

  • Maryam Esmaeili

    (Alzahra University)

Abstract

In this paper, a pricing and lead time determination problem, is investigated in a hybrid MTS/MTO production environment using Stackelberg game. A manufacturing company with three types of products including MTS, MTS/MTO and MTO and a manufacturing system consists of one common and one differentiation stage is considered. Due to the conflict of interests between these two stages, the decision making sequence is modelled using a Stackelberg game where the differentiation and the common stages are considered to be leader and follower, respectively. The company aims to satisfy the demand of MTS products along with on time delivery of MTS/MTO and MTO orders. The optimal order price and delivery time are suggested to be obtained from a profit maximization model, where the market demand is affected by these two values. Finally, a simulation model is conducted to examine the effectiveness of the proposed model and also to implement a sensitivity analysis on the results.

Suggested Citation

  • Helia Yousefnejad & Maryam Esmaeili, 2020. "Tactical production planning in a hybrid MTS/MTO system using Stackelberg game," Operational Research, Springer, vol. 20(3), pages 1791-1809, September.
  • Handle: RePEc:spr:operea:v:20:y:2020:i:3:d:10.1007_s12351-018-0385-2
    DOI: 10.1007/s12351-018-0385-2
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    References listed on IDEAS

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    1. van Donk, Dirk Pieter, 2001. "Make to stock or make to order: The decoupling point in the food processing industries," International Journal of Production Economics, Elsevier, vol. 69(3), pages 297-306, February.
    2. Iman Ghalehkhondabi & Ehsan Ardjmand & Gary Weckman, 2017. "Integrated decision making model for pricing and locating the customer order decoupling point of a newsvendor supply chain," OPSEARCH, Springer;Operational Research Society of India, vol. 54(2), pages 417-439, June.
    3. Soman, Chetan Anil & Pieter van Donk, Dirk & Gaalman, Gerard, 2006. "Comparison of dynamic scheduling policies for hybrid make-to-order and make-to-stock production systems with stochastic demand," International Journal of Production Economics, Elsevier, vol. 104(2), pages 441-453, December.
    4. Easton, Fred F. & Moodie, Douglas R., 1999. "Pricing and lead time decisions for make-to-order firms with contingent orders," European Journal of Operational Research, Elsevier, vol. 116(2), pages 305-318, July.
    5. So, Kut C. & Song, Jing-Sheng, 1998. "Price, delivery time guarantees and capacity selection," European Journal of Operational Research, Elsevier, vol. 111(1), pages 28-49, November.
    6. Hendry, L. C. & Kingsman, B. G., 1989. "Production planning systems and their applicability to make-to-order companies," European Journal of Operational Research, Elsevier, vol. 40(1), pages 1-15, May.
    7. Ebadian, M. & Rabbani, M. & Jolai, F. & Torabi, S.A. & Tavakkoli-Moghaddam, R., 2008. "A new decision-making structure for the order entry stage in make-to-order environments," International Journal of Production Economics, Elsevier, vol. 111(2), pages 351-367, February.
    8. Soman, Chetan Anil & van Donk, Dirk Pieter & Gaalman, Gerard, 2004. "Combined make-to-order and make-to-stock in a food production system," International Journal of Production Economics, Elsevier, vol. 90(2), pages 223-235, July.
    9. Lin, Hung-Tso & Chang, Wen-Ling, 2008. "Order selection and pricing methods using flexible quantity and fuzzy approach for buyer evaluation," European Journal of Operational Research, Elsevier, vol. 187(2), pages 415-428, June.
    10. Olhager, Jan, 2003. "Strategic positioning of the order penetration point," International Journal of Production Economics, Elsevier, vol. 85(3), pages 319-329, September.
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