Abstract
We consider the online problem in which an intermediary trades identical items with a sequence of n buyers and n sellers, each of unit demand. We assume that the values of the traders are selected by an adversary and the sequence is randomly permuted. We give competitive algorithms for two objectives: welfare and gain-from-trade.
Supported by the ERC Advanced Grant 321171 (ALGAME).
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Buying from the first sellers cannot be done truthfully unless the algorithm knows an upper bound on their value. But this is not necessary since there is an alternative that has minor effects on the competitive ratio: the algorithm offers each seller the maximum value of the sellers so far. This is a truthful scheme that buys from all but a logarithmic number of sellers, in expectation.
References
Babaioff, M., Immorlica, N., Kleinberg, R.: Matroids, secretary problems, and online mechanisms. In: Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA ’07, pp. 434–443. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2007)
Blumrosen, L., Mizrahi, Y.: Approximating gains-from-trade in bilateral trading. In: Cai, Y., Vetta, A. (eds.) WINE 2016. LNCS, vol. 10123, pp. 400–413. Springer, Heidelberg (2016). https://doi.org/10.1007/978-3-662-54110-4_28
Brustle, J., Cai, Y., Wu, F., Zhao, M.: Approximating gains from trade in two-sided markets via simple mechanisms. In: Proceedings of the 2017 ACM Conference on Economics and Computation, pp. 589–590. ACM (2017)
Chawla, S., Hartline, J.D., Malec, D.L., Sivan, B.: Multi-parameter mechanism design and sequential posted pricing. In: Proceedings of the Forty-Second ACM Symposium on Theory of Computing, pp. 311–320. ACM (2010)
Colini-Baldeschi, R., Goldberg, P., de Keijzer, B., Leonardi, S., Turchetta, S.: Fixed price approximability of the optimal gain from trade. In: Devanur, N.R., Lu, P. (eds.) WINE 2017. LNCS, vol. 10660, pp. 146–160. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-71924-5_11
Dimitrov, N.B., Plaxton, C.G.: Competitive weighted matching in transversal matroids. Algorithmica 62(1), 333–348 (2012)
Dinitz, M.: Recent advances on the matroid secretary problem. SIGACT News 44(2), 126–142 (2013)
Eden, A., Feldman, M., Vardi, A.: Online random sampling for budgeted settings. In: Bilò, V., Flammini, M. (eds.) SAGT 2017. LNCS, vol. 10504, pp. 29–40. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-66700-3_3
Feldman, M., Gravin, N., Lucier, B.: Combinatorial auctions via posted prices. In: Proceedings of the Twenty-sixth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA ’15, pp. 123–135. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2015)
Giannakopoulos, Y., Koutsoupias, E., Lazos, P.: Online market intermediation. In: Proceedings of the 44th International Colloquium on Automata, Languages, and Programming, ICALP ’17, (2017). Full version in CoRR: abs/1703.09279
Hajiaghayi, M.T., Kleinberg, R., Parkes, D.C.: Adaptive limited-supply online auctions. In: Proceedings of the 5th ACM conference on Electronic commerce, pp. 71–80. ACM (2004)
Hajiaghayi, M.T., Kleinberg, R., Sandholm, T.: Automated online mechanism design and prophet inequalities. In: AAAI, vol. 7, pp. 58–65 (2007)
Kesselheim, T., Radke, K., Tönnis, A., Vöcking, B.: An optimal online algorithm for weighted bipartite matching and extensions to combinatorial auctions. In: Bodlaender, H.L., Italiano, G.F. (eds.) ESA 2013. LNCS, vol. 8125, pp. 589–600. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-40450-4_50
Robert Kleinberg. A multiple-choice secretary algorithm with applications to online auctions. In: Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA ’05, pp. 630–631. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2005)
Korula, N., Pál, M.: Algorithms for secretary problems on graphs and hypergraphs. In: Albers, S., Marchetti-Spaccamela, A., Matias, Y., Nikoletseas, S., Thomas, W. (eds.) ICALP 2009. LNCS, vol. 5556, pp. 508–520. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-02930-1_42
McAfee, P.R.: A dominant strategy double auction. J. Econ. Theory 56(2), 434–450 (1992)
McAfee, P.R.: The gains from trade under fixed price mechanisms. Appl. Econ. Res. Bull. 1(1), 1–10 (2008)
Myerson, R.B., Satterthwaite, M.A.: Efficient mechanisms for bilateral trading. J. Econ. Theory 29(2), 265–281 (1983)
Segal-Halevi, E., Hassidim, A., Aumann, Y.: SBBA: a strongly-budget-balanced double-auction mechanism. In: Gairing, M., Savani, R. (eds.) SAGT 2016. LNCS, vol. 9928, pp. 260–272. Springer, Heidelberg (2016). https://doi.org/10.1007/978-3-662-53354-3_21
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Koutsoupias, E., Lazos, P. (2018). Online Trading as a Secretary Problem. In: Deng, X. (eds) Algorithmic Game Theory. SAGT 2018. Lecture Notes in Computer Science(), vol 11059. Springer, Cham. https://doi.org/10.1007/978-3-319-99660-8_18
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DOI: https://doi.org/10.1007/978-3-319-99660-8_18
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