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Dynamic Lot Sizing with Batch Ordering and Truckload Discounts

Author

Listed:
  • Chung-Lun Li

    (Department of Logistics, Faculty of Business, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong)

  • Vernon Ning Hsu

    (School of Management, George Mason University, Fairfax, Virginia 22030)

  • Wen-Qiang Xiao

    (Graduate School of Business, Columbia University, New York, New York 10027)

Abstract

This paper studies two important variants of the dynamic economic lot-sizing problem that are applicable to a wide range of real-world situations. In the first model, production in each time period is restricted to a multiple of a constant batch size, where backlogging is allowed and all cost parameters are time varying. Several properties of the optimal solution are discussed. Based on these properties, an efficient dynamic programming algorithm is developed. The efficiency of the dynamic program is further improved through the use of Monge matrices. Using the results developed for the first model, an O ( n 3 log n ) algorithm is developed to solve the second model, which has a general form of product acquisition cost structure, including a fixed charge for each acquisition, a variable unit production cost, and a freight cost with a truckload discount. This algorithm can also be used to solve a more general problem with concave cost functions.

Suggested Citation

  • Chung-Lun Li & Vernon Ning Hsu & Wen-Qiang Xiao, 2004. "Dynamic Lot Sizing with Batch Ordering and Truckload Discounts," Operations Research, INFORMS, vol. 52(4), pages 639-654, August.
  • Handle: RePEc:inm:oropre:v:52:y:2004:i:4:p:639-654
    DOI: 10.1287/opre.1040.0121
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    References listed on IDEAS

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    1. Dong X. Shaw & Albert P. M. Wagelmans, 1998. "An Algorithm for Single-Item Capacitated Economic Lot Sizing with Piecewise Linear Production Costs and General Holding Costs," Management Science, INFORMS, vol. 44(6), pages 831-838, June.
    2. Salah E. Elmaghraby & Vishwas Y. Bawle, 1972. "Optimization of Batch Ordering under Deterministic Variable Demand," Management Science, INFORMS, vol. 18(9), pages 508-517, May.
    3. Albert Wagelmans & Stan van Hoesel & Antoon Kolen, 1992. "Economic Lot Sizing: An O(n log n) Algorithm That Runs in Linear Time in the Wagner-Whitin Case," Operations Research, INFORMS, vol. 40(1-supplem), pages 145-156, February.
    4. Moustapha Diaby & Alain Martel, 1993. "Dynamic Lot Sizing for Multi-Echelon Distribution Systems with Purchasing and Transportation Price Discounts," Operations Research, INFORMS, vol. 41(1), pages 48-59, February.
    5. Steven A. Lippman, 1969. "Optimal Inventory Policy with Multiple Set-Up Costs," Management Science, INFORMS, vol. 16(1), pages 118-138, September.
    6. Lap Mui Ann Chan & Ana Muriel & Zuo-Jun Shen & David Simchi-Levi, 2002. "On the Effectiveness of Zero-Inventory-Ordering Policies for the Economic Lot-Sizing Model with a Class of Piecewise Linear Cost Structures," Operations Research, INFORMS, vol. 50(6), pages 1058-1067, December.
    7. Nejib Ben-Khedher & Candace A. Yano, 1994. "The Multi-Item Joint Replenishment Problem with Transportation and Container Effects," Transportation Science, INFORMS, vol. 28(1), pages 37-54, February.
    8. Stephen F. Love, 1973. "Bounded Production and Inventory Models with Piecewise Concave Costs," Management Science, INFORMS, vol. 20(3), pages 313-318, November.
    9. Suresh Chand & Suresh P. Sethi, 1990. "A Dynamic Lot Sizing Model with Learning in Setups," Operations Research, INFORMS, vol. 38(4), pages 644-655, August.
    10. Harvey M. Wagner & Thomson M. Whitin, 1958. "Dynamic Version of the Economic Lot Size Model," Management Science, INFORMS, vol. 5(1), pages 89-96, October.
    11. Vernon Ning Hsu, 2000. "Dynamic Economic Lot Size Model with Perishable Inventory," Management Science, INFORMS, vol. 46(8), pages 1159-1169, August.
    12. Awi Federgruen & Chung‐Yee Lee, 1990. "The dynamic lot size model with quantity discount," Naval Research Logistics (NRL), John Wiley & Sons, vol. 37(5), pages 707-713, October.
    13. Cary Swoveland, 1975. "A Deterministic Multi-Period Production Planning Model with Piecewise Concave Production and Holding-Backorder Costs," Management Science, INFORMS, vol. 21(9), pages 1007-1013, May.
    14. Suresh Sethi & Suresh Chand, 1981. "Multiple Finite Production Rate Dynamic Lot Size Inventory Models," Operations Research, INFORMS, vol. 29(5), pages 931-944, October.
    15. Alok Aggarwal & James K. Park, 1993. "Improved Algorithms for Economic Lot Size Problems," Operations Research, INFORMS, vol. 41(3), pages 549-571, June.
    16. Chung-Yee Lee & Sila Çetinkaya & Wikrom Jaruphongsa, 2003. "A Dynamic Model for Inventory Lot Sizing and Outbound Shipment Scheduling at a Third-Party Warehouse," Operations Research, INFORMS, vol. 51(5), pages 735-747, October.
    17. C. P. M. van Hoesel & A. P. M. Wagelmans, 2001. "Fully Polynomial Approximation Schemes for Single-Item Capacitated Economic Lot-Sizing Problems," Mathematics of Operations Research, INFORMS, vol. 26(2), pages 339-357, May.
    18. Gabriel R. Bitran & Hirofumi Matsuo, 1986. "Approximation Formulations for the Single-Product Capacitated Lot Size Problem," Operations Research, INFORMS, vol. 34(1), pages 63-74, February.
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