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A Data Set Generation Algorithm in Combinatorial Auctions

Author

Listed:
  • Crescenzio Gallo
  • Giancarlo De Stasio
  • Cristina Di Letizia

Abstract

The generation of realistic data sets in a Combinatorial Auction may be a challenging problem. Well-formed data sets are very useful in the evaluation of algorithms trying to solve the winner determination problem. In this paper a general data set generation scheme is presented, both from an algorithmic and economic point of view. As a case study, a possible auction setting is discussed where the goods on sale are connections between points in space.

Suggested Citation

  • Crescenzio Gallo & Giancarlo De Stasio & Cristina Di Letizia, 2006. "A Data Set Generation Algorithm in Combinatorial Auctions," Quaderni DSEMS 01-2006, Dipartimento di Scienze Economiche, Matematiche e Statistiche, Universita' di Foggia.
    • Handle: RePEc:ufg:qdsems:01-2006
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    File URL: http://www.economia.unifg.it/sites/sd01/files/allegatiparagrafo/29-11-2016/q012006.pdf
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    References listed on IDEAS

    as
    1. Babaioff, Moshe & Feldman, Michal & Nisan, Noam & Winter, Eyal, 2012. "Combinatorial agency," Journal of Economic Theory, Elsevier, vol. 147(3), pages 999-1034.
    2. S.J. Rassenti & V.L. Smith & R.L. Bulfin, 1982. "A Combinatorial Auction Mechanism for Airport Time Slot Allocation," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 402-417, Autumn.
    3. Quan, Daniel C, 1994. "Real Estate Auctions: A Survey of Theory and Practice," The Journal of Real Estate Finance and Economics, Springer, vol. 9(1), pages 23-49, July.
    4. Wellman, Michael P. & Walsh, William E. & Wurman, Peter R. & MacKie-Mason, Jeffrey K., 2001. "Auction Protocols for Decentralized Scheduling," Games and Economic Behavior, Elsevier, vol. 35(1-2), pages 271-303, April.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    bid; combinatorial auction; data set generation.;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software
    • C99 - Mathematical and Quantitative Methods - - Design of Experiments - - - Other

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