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Informational overhead of incentive compatibility

Published: 08 July 2008 Publication History

Abstract

In the presence of self-interested parties, mechanism designers typically aim to achieve their goals (or social-choice functions) in an equilibrium. In this paper, we study the cost of such equilibrium requirements in terms of communication, a problem that was recently raised by Fadel and Segal. While a certain amount of information x needs to be communicated just for computing the outcome of a certain social-choice function, an additional amount of communication may be required for computing the equilibrium-supporting prices (even if such prices are known to exist).
Our main result shows that the total communication needed for this task can be greater than x by a factor linear in the number of players n, i.e., nx. This is the first known lower bound for this problem. In fact, we show that this result holds even in single-parameter domains (under the common assumption that losing players pay zero). On the positive side, we show that certain classic economic objectives, namely, single-item auctions and public-good mechanisms, only entail a small overhead. Finally, we explore the communication overhead in welfare-maximization domains, and initiate the study of the overhead of computing payments that lie in the core of coalitional games.

References

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L. M. Ausubel and P. R. Milgrom. Ascending auctions with package bidding. Frontiers of Theoretical Economics, 1:1--42, 2002.
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Lawrence M. Ausubel and Paul Milgrom. In P. Cramton and Y. Shoham and R. Steinberg (Editors), Combinatorial Auctions. Chapter 1. The Lovely but Lonely Vickrey Auction. MIT Press., 2006.
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Sushil Bikhchandani, Rakesh Vohra, Sven de Vries, and JamesSchummer. Linear programming and Vickrey auctions. Mathematics of the Internet: E-Auction and Markets, pages 75--115, 2002.
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Liad Blumrosen and Michal Feldman. Implementation with a bounded action space. In Proceedings of the 7th ACM conference on Electronic commerce, pages 62--71, 2006.
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Liad Blumrosen and Noam Nisan. On the computational power of iterative auctions I: demand queries. Discussion paper no. 381, The Center for the Study of Rationality, The Hebrew University., 2005. An extended abstract in EC'05 contained preliminary results.
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Liad Blumrosen and Noam Nisan. On the computational power of iterative auctions II: ascending auctions. Discussion paper no. 382, The Center for the Study of Rationality, The Hebrew University., 2005. An extended abstract in EC'05 contained preliminary results.
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Noam Nisan. Introduction to Mechanism Design (for Computer Scientists) In Noam Nisan, Tim Roughgarden, Eva Tardos and Vijay Vazirani (Editors), Algorithmic Game Theory. Chapter 9.
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Noam Nisan and Ilya Segal. The communication requirements of efficient allocations and supporting prices. Journal of Economic Theory, 129(1):192--224, 2006.
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Ilya Segal. In P. Cramton and Y. Shoham and R. Steinberg (Editors), Combinatorial Auctions. Chapter 11. The Communication Requirements of Combinatorial Allocation Problems. MIT Press., 2006.
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Ilya Segal. The communication requirements of social choice rules and supporting budget sets. Journal of Economic Theory, 136:341--378, 2007.
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Ilya Segal and Ronald Fadel. The communication cost of selfishness, 2006. Journal of Ecnomic Theory, to appear.
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Cited By

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  • (2021)The communication complexity of payment computationProceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing10.1145/3406325.3451083(933-946)Online publication date: 15-Jun-2021
  • (2016)Computational Efficiency Requires Simple Taxation2016 IEEE 57th Annual Symposium on Foundations of Computer Science (FOCS)10.1109/FOCS.2016.30(209-218)Online publication date: Oct-2016
  • (2015)Single-Call MechanismsACM Transactions on Economics and Computation10.1145/27410273:2(1-60)Online publication date: 20-Apr-2015
  • Show More Cited By

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    cover image ACM Conferences
    EC '08: Proceedings of the 9th ACM conference on Electronic commerce
    July 2008
    332 pages
    ISBN:9781605581699
    DOI:10.1145/1386790
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    New York, NY, United States

    Publication History

    Published: 08 July 2008

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    Author Tags

    1. communication complexity
    2. ex-post implementation
    3. mechanism design

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    EC '08
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    EC '08: ACM Conference on Electronic Commerce
    July 8 - 12, 2008
    Il, Chicago, USA

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    Overall Acceptance Rate 664 of 2,389 submissions, 28%

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    Cited By

    View all
    • (2021)The communication complexity of payment computationProceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing10.1145/3406325.3451083(933-946)Online publication date: 15-Jun-2021
    • (2016)Computational Efficiency Requires Simple Taxation2016 IEEE 57th Annual Symposium on Foundations of Computer Science (FOCS)10.1109/FOCS.2016.30(209-218)Online publication date: Oct-2016
    • (2015)Single-Call MechanismsACM Transactions on Economics and Computation10.1145/27410273:2(1-60)Online publication date: 20-Apr-2015
    • (2014)Approximate PrivacyACM Transactions on Algorithms10.1145/260106710:3(1-38)Online publication date: 1-Jul-2014
    • (2013)The communication burden of payment determinationGames and Economic Behavior10.1016/j.geb.2012.08.00777:1(153-167)Online publication date: Jan-2013
    • (2012)Single-call mechanismsProceedings of the 13th ACM Conference on Electronic Commerce10.1145/2229012.2229084(946-963)Online publication date: 4-Jun-2012
    • (2010)Approximate privacyProceedings of the 11th ACM conference on Electronic commerce10.1145/1807342.1807369(167-178)Online publication date: 7-Jun-2010
    • (2010)Truthful mechanisms with implicit payment computationProceedings of the 11th ACM conference on Electronic commerce10.1145/1807342.1807349(43-52)Online publication date: 7-Jun-2010

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