IDEAS home Printed from https://ideas.repec.org/a/inm/oropre/v57y2009i2p402-412.html
   My bibliography  Save this article

A 0--1 LP Model for the Integration and Consolidation of Air Cargo Shipments

Author

Listed:
  • Lawrence C. Leung

    (Department of Decision Sciences and Managerial Economics, Chinese University of Hong Kong, Hong Kong)

  • Yer Van Hui

    (Department of Management Sciences, City University of Hong Kong, Hong Kong)

  • Yong Wang

    (School of Economics and Business Administration, Chongqing University, Chongqing, China)

  • Gang Chen

    (Lingnan College, Sun Yat-sen University, Guangzhou, China)

Abstract

This paper addresses the problem of determining the optimal integrations and consolidations of air cargo shipments. A freight forwarder arranges for the execution of many jobs (shipments) on behalf of several clients. Each job consists of a number of sequential activities, such as pickup, truck transportation, warehousing, and air transportation. Each activity can be performed by a number of processing units, such as trucking companies, warehouses, and airlines. If a number of consecutive activities of a job are integrated, i.e., performed by the same processing unit, then it typically costs less. If a number of similar activities of different jobs are consolidated, i.e., performed by the same processing unit, then it also typically costs less. Given a number of jobs and processing units, the sets of activities that can be integrated and consolidated, and the associated costs, the decision problem is to determine which processing unit should perform each activity of each job to minimize the total cost. This problem of assigning shipment activities to processing units is formulated as a linear 0--1 program. Principal properties of the model are established. Exploiting the special structure of this model, we design a solution procedure that includes heuristics and a branch-and-bound algorithm.

Suggested Citation

  • Lawrence C. Leung & Yer Van Hui & Yong Wang & Gang Chen, 2009. "A 0--1 LP Model for the Integration and Consolidation of Air Cargo Shipments," Operations Research, INFORMS, vol. 57(2), pages 402-412, April.
  • Handle: RePEc:inm:oropre:v:57:y:2009:i:2:p:402-412
    DOI: 10.1287/opre.1080.0583
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/opre.1080.0583
    Download Restriction: no

    File URL: https://libkey.io/10.1287/opre.1080.0583?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
    ---><---

    References listed on IDEAS

    as
    1. Gregory Dobson & Ramakrishnan S. Nambimadom, 2001. "The Batch Loading and Scheduling Problem," Operations Research, INFORMS, vol. 49(1), pages 52-65, February.
    2. Egon Balas & Clarence H. Martin, 1980. "Pivot and Complement--A Heuristic for 0-1 Programming," Management Science, INFORMS, vol. 26(1), pages 86-96, January.
    3. Luca Bertazzi & Maria Grazia Speranza & Walter Ukovich, 2000. "Exact and Heuristic Solutions for a Shipment Problem with Given Frequencies," Management Science, INFORMS, vol. 46(7), pages 973-988, July.
    4. Maes, Johan & McClain, John O. & Van Wassenhove, Luk N., 1991. "Multilevel capacitated lotsizing complexity and LP-based heuristics," European Journal of Operational Research, Elsevier, vol. 53(2), pages 131-148, July.
    5. Bookbinder, James H. & Higginson, James K., 2002. "Probabilistic modeling of freight consolidation by private carriage," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(5), pages 305-318, September.
    6. Elena Katok & Holly S. Lewis & Terry P. Harrison, 1998. "Lot Sizing in General Assembly Systems with Setup Costs, Setup Times, and Multiple Constrained Resources," Management Science, INFORMS, vol. 44(6), pages 859-877, June.
    7. Douglas A. Popken, 1994. "An Algorithm for the Multiattribute, Multicommodity Flow Problem with Freight Consolidation and Inventory Costs," Operations Research, INFORMS, vol. 42(2), pages 274-286, April.
    8. Hau L. Lee & Corey Billington, 1995. "The Evolution of Supply-Chain-Management Models and Practice at Hewlett-Packard," Interfaces, INFORMS, vol. 25(5), pages 42-63, October.
    9. VAN ROY, Tony J. & WOLSEY, Laurence A., 1987. "Solving mixed integer programming problems using automatic reformulation," LIDAM Reprints CORE 782, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    10. Tony J. Van Roy & Laurence A. Wolsey, 1987. "Solving Mixed Integer Programming Problems Using Automatic Reformulation," Operations Research, INFORMS, vol. 35(1), pages 45-57, February.
    11. Kaku, Bharat K & Thompson, Gerald L., 1986. "An exact algorithm for the general quadratic assignment problem," European Journal of Operational Research, Elsevier, vol. 23(3), pages 382-390, March.
    12. Egon Balas & Sebastián Ceria & Gérard Cornuéjols, 1996. "Mixed 0-1 Programming by Lift-and-Project in a Branch-and-Cut Framework," Management Science, INFORMS, vol. 42(9), pages 1229-1246, September.
    13. D'Alfonso, Thomas H. & Ventura, Jose A., 1995. "Assignment of tools to machines in a flexible manufacturing system," European Journal of Operational Research, Elsevier, vol. 81(1), pages 115-133, February.
    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. Qin, Hu & Zhang, Zizhen & Qi, Zhuxuan & Lim, Andrew, 2014. "The freight consolidation and containerization problem," European Journal of Operational Research, Elsevier, vol. 234(1), pages 37-48.
    2. Xu, Su Xiu & Cheng, Meng & Huang, George Q., 2015. "Efficient intermodal transportation auctions for B2B e-commerce logistics with transaction costs," Transportation Research Part B: Methodological, Elsevier, vol. 80(C), pages 322-337.
    3. Lawrence C. Leung & Gang Chen & Yer Van Hui & Wen He, 2016. "An Airfreight Forwarder’s Shipment Bidding and Logistics Planning," Transportation Science, INFORMS, vol. 50(1), pages 275-287, February.
    4. Bo Feng & Jixin Zhao & Zheyu Jiang, 2022. "Robust pricing for airlines with partial information," Annals of Operations Research, Springer, vol. 310(1), pages 49-87, March.
    5. Lawrence C. Leung & Yer Van Hui & Gang Chen & Wai Hung Wong, 2017. "Aggregate–disaggregate approach to an airfreight forwarder’s planning under uncertainty: a case study," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(6), pages 695-710, June.
    6. Leung, Lawrence C. & Wong, Wai Hung & Hui, Yer Van & Wan, Yulai, 2013. "Managing third-party logistics under uncertainty: A decision scheme and managerial implications," International Journal of Production Economics, Elsevier, vol. 145(2), pages 630-644.
    7. Kulak, Osman & Genç, Atakan & Taner, Mustafa Egemen, 2018. "A decision making tool considering risk assessment of sub-contracting agents for an air cargo shipment planning problem," Journal of Air Transport Management, Elsevier, vol. 69(C), pages 123-136.

    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. Pourbabai, B. & Ashayeri, J. & Van Wassenhove, L.N., 1992. "Strategic marketing, production, and distribution planning of an integrated manufacturing system," Other publications TiSEM 16c2bacb-2c2b-427e-b429-c, Tilburg University, School of Economics and Management.
    2. Bian, Zheyong & Bai, Yun & Douglas, W. Scott & Maher, Ali & Liu, Xiang, 2022. "Multi-year planning for optimal navigation channel dredging and dredged material management," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 159(C).
    3. Y H Yang & Y V Hui & L C Leung & G Chen, 2010. "An analytic network process approach to the selection of logistics service providers for air cargo," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(9), pages 1365-1376, September.
    4. Aardal, K. & van Hoesel, C.P.M., 1995. "Polyhedral techniques in combinatorial optimization," Research Memorandum 014, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    5. Gavin J. Bell & Bruce W. Lamar & Chris A. Wallace, 1999. "Capacity improvement, penalties, and the fixed charge transportation problem," Naval Research Logistics (NRL), John Wiley & Sons, vol. 46(4), pages 341-355, June.
    6. Richard Laundy & Michael Perregaard & Gabriel Tavares & Horia Tipi & Alkis Vazacopoulos, 2009. "Solving Hard Mixed-Integer Programming Problems with Xpress-MP: A MIPLIB 2003 Case Study," INFORMS Journal on Computing, INFORMS, vol. 21(2), pages 304-313, May.
    7. W. Ogryczak & K. Zorychta, 1994. "Modular Optimizer for Mixed Integer Programming MOMIP Version 2.1," Working Papers wp94035, International Institute for Applied Systems Analysis.
    8. Thomas L. Magnanti, 2021. "Optimization: From Its Inception," Management Science, INFORMS, vol. 67(9), pages 5349-5363, September.
    9. Elena Katok & Dennis Ott, 2000. "Using Mixed-Integer Programming to Reduce Label Changes in the Coors Aluminum Can Plant," Interfaces, INFORMS, vol. 30(2), pages 1-12, April.
    10. Cynthia Barnhart & Hong Jin & Pamela H. Vance, 2000. "Railroad Blocking: A Network Design Application," Operations Research, INFORMS, vol. 48(4), pages 603-614, August.
    11. Berretta, Regina & Rodrigues, Luiz Fernando, 2004. "A memetic algorithm for a multistage capacitated lot-sizing problem," International Journal of Production Economics, Elsevier, vol. 87(1), pages 67-81, January.
    12. S. Selcuk Erenguc & H. Murat Mercan, 1990. "A multifamily dynamic lot‐sizing model with coordinated replenishments," Naval Research Logistics (NRL), John Wiley & Sons, vol. 37(4), pages 539-558, August.
    13. Jans, Raf & Degraeve, Zeger, 2007. "Meta-heuristics for dynamic lot sizing: A review and comparison of solution approaches," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1855-1875, March.
    14. Wong, Wai Hung & Leung, Lawrence C. & Hui, Yer Van, 2009. "Airfreight forwarder shipment planning: A mixed 0-1 model and managerial issues in the integration and consolidation of shipments," European Journal of Operational Research, Elsevier, vol. 193(1), pages 86-97, February.
    15. Könnyű, Nóra & Tóth, Sándor F., 2013. "A cutting plane method for solving harvest scheduling models with area restrictions," European Journal of Operational Research, Elsevier, vol. 228(1), pages 236-248.
    16. Aardal, K.I. & van Hoesel, S., 1995. "Polyhedral Techniques in Combinatorial Optimization," Discussion Paper 1995-57, Tilburg University, Center for Economic Research.
    17. Mervat Chouman & Teodor Gabriel Crainic & Bernard Gendron, 2018. "The impact of filtering in a branch-and-cut algorithm for multicommodity capacitated fixed charge network design," EURO Journal on Computational Optimization, Springer;EURO - The Association of European Operational Research Societies, vol. 6(2), pages 143-184, June.
    18. Drexl, Andreas & Haase, Knut, 1992. "A new type of model for multi-item capacitated dynamic lotsizing and scheduling," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 286, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
    19. Awi Federgruen & Joern Meissner & Michal Tzur, 2007. "Progressive Interval Heuristics for Multi-Item Capacitated Lot-Sizing Problems," Operations Research, INFORMS, vol. 55(3), pages 490-502, June.
    20. Alves, Maria Joao & Climaco, Joao, 1999. "Using cutting planes in an interactive reference point approach for multiobjective integer linear programming problems," European Journal of Operational Research, Elsevier, vol. 117(3), pages 565-577, September.

    More about this item

    Keywords

    transportation; freight handling;

    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:inm:oropre:v:57:y:2009:i:2:p:402-412. 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 Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.