Abstract
We study the mechanism design version of the unrelated machines scheduling problem, which is at the core of Algorithmic Game Theory and was first proposed and studied in a seminal paper of Nisan and Ronen. We give an improved lower bound of 1+φ≈2.618 on the approximation ratio of deterministic truthful mechanisms for the makespan. The proof is based on a recursive preprocessing argument which yields a strictly increasing series of new lower bounds for each fixed number of machines n≥4.
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References
Hochbaum, D.S.: Approximation Algorithms for NP-Hard Problems. PWS, Boston (1996)
Lenstra, J.K., Shmoys, D.B., Tardos, É.: Approximation algorithms for scheduling unrelated parallel machines. Math. Program. 46(1), 259–271 (1990)
Horowitz, E., Sahni, S.: Exact and approximate algorithms for scheduling nonidentical processors. J. ACM 23(2), 317–327 (1976). doi:10.1145/321941.321951
Nisan, N., Ronen, A.: Algorithmic mechanism design. Games Econ. Behav. 35, 166–196 (2001)
Koutsoupias, E., Vidali, A.: A lower bound of 1+ϕ for truthful scheduling mechanisms. In: MFCS, pp. 454–464 (2007)
Dobzinski, S., Sundararajan, M.: On characterizations of truthful mechanisms for combinatorial auctions and scheduling. In: ACM Conference on Electronic Commerce (EC), pp. 38–47 (2008)
Christodoulou, G., Koutsoupias, E., Vidali, A.: A characterization of 2-player mechanisms for scheduling. In: Algorithms—ESA, 16th Annual European Symposium, pp. 297–307 (2008)
Mu’alem, A., Schapira, M.: Setting lower bounds on truthfulness. In: Proceedings of the 18th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 1143–1152 (2007)
Christodoulou, G., Koutsoupias, E., Vidali, A.: A characterization of 2-player mechanisms for scheduling. Algorithmica 55(4), 729–740 (2009)
Ashlagi, I., Dobzinski, S., Lavi, R.: An optimal lower bound for anonymous scheduling mechanisms. In: ACM Conference on Electronic Commerce (EC), pp. 169–176 (2009)
Lu, P., Yu, C.: An improved randomized truthful mechanism for scheduling unrelated machines. In: STACS, 25th Annual Symposium on Theoretical Aspects of Computer Science, pp. 527–538 (2008)
Lu, P., Yu, C.: Randomized truthful mechanisms for scheduling unrelated machines. In: Internet and Network Economics, 4th International Workshop (WINE), pp. 402–413 (2008)
Christodoulou, G., Koutsoupias, E., Kovács, A.: Mechanism design for fractional scheduling on unrelated machines. ACM Trans. Algorithms 6(2) (2010)
Cohen, E., Feldman, M., Fiat, A., Kaplan, H., Olonetsky, S.: Envy-free makespan approximation: extended abstract. In: ACM Conference on Electronic Commerce (EC), pp. 159–166 (2010)
Mu’alem, A.: On multi-dimensional envy-free mechanisms. In: Algorithmic Decision Theory, 1st International Conference (ADT), pp. 120–131 (2009)
Christodoulou, G., Kovács, A.: A global characterization of envy-free truthful scheduling of two tasks. In: Internet and Network Economics, 7th International Workshop (WINE), pp. 84–96 (2011)
Lavi, R., Swamy, C.: Truthful mechanism design for multi-dimensional scheduling via cycle monotonicity. In: ACM Conference on Electronic Commerce (EC), pp. 252–261 (2007)
Yu, C.: Truthful mechanisms for two-range-values variant of unrelated scheduling. Theor. Comput. Sci. 410(21–23), 2196–2206 (2009)
Myerson, R.B.: Optimal auction design. Math. Oper. Res. 6(1), 58–73 (1981)
Archer, A., Tardos, É.: Truthful mechanisms for one-parameter agents. In: 42nd Annual Symposium on Foundations of Computer Science (FOCS), pp. 482–491 (2001)
Archer, A.: Mechanisms for discrete optimization with rational agents. PhD thesis, Cornell University (January 2004)
Dhangwatnotai, P., Dobzinski, S., Dughmi, S., Roughgarden, T.: Truthful approximation schemes for single-parameter agents. SIAM J. Comput. 40(3), 915–933 (2011)
Auletta, V., Prisco, R.D., Penna, P., Persiano, G.: Deterministic truthful approximation mechanisms for scheduling related machines. In: 21st Annual Symposium on Theoretical Aspects of Computer Science (STACS). LNCS, vol. 2996, pp. 608–619 (2004)
Andelman, N., Azar, Y., Sorani, M.: Truthful approximation mechanisms for scheduling selfish related machines. In: 22nd Annual Symposium on Theoretical Aspects of Computer Science (STACS), pp. 69–82 (2005)
Kovács, A.: Fast monotone 3-approximation algorithm for scheduling related machines. In: Algorithms—ESA 2005: 13th Annual European Symposium, pp. 616–627 (2005)
Kovács, A.: Fast algorithms for two scheduling problems. PhD thesis, Universität des Saarlandes (2007)
Christodoulou, G., Kovács, A.: A deterministic truthful PTAS for scheduling related machines. In: 21st Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 1005–1016 (2010)
Nisan, N., Roughgarden, T., Tardos, E., Vazirani, V.: Algorithmic Game Theory. Cambridge University Press, Cambridge (2007)
Vidali, A.: Extending characterizations of truthful mechanisms from subdomains to domains. In: Internet and Network Economics—7th International Workshop (WINE), pp. 408–414 (2011)
Saks, M.E., Yu, L.: Weak monotonicity suffices for truthfulness on convex domains. In: Proceedings 6th ACM Conference on Electronic Commerce (EC), pp. 286–293 (2005)
Gui, H., Müller, R., Vohra, R.V.: Dominant strategy mechanisms with multidimensional types. In: Computing and Markets. Dagstuhl Seminar Proceedings (2005)
Lavi, R., Mu’alem, A., Nisan, N.: Towards a characterization of truthful combinatorial auctions. In: 44th Symposium on Foundations of Computer Science (FOCS), pp. 574–583 (2003)
Monderer, D.: Monotonicity and implementability. In: ACM Conference on Electronic Commerce (EC), p. 48 (2008)
Archer, A., Kleinberg, R.: Truthful germs are contagious: a local to global characterization of truthfulness. In: ACM Conference on Electronic Commerce (EC), pp. 21–30 (2008)
Vidali, A.: The geometry of truthfulness. In: Internet and Network Economics, 5th International Workshop (WINE), pp. 340–350 (2009)
Kevin, R.: The characterization of implementable choice rules. Aggreg. Revel. Prefer. 321–348 (1979)
Vickrey, W.: Counterspeculations, auctions and competitive sealed tenders. J. Finance 16, 8–37 (1961)
Clarke, E.: Multipart pricing of public goods. Public Choice 8, 17–33 (1971)
Groves, T.: Incentives in teams. Econometrica 41, 617–631 (1973)
Acknowledgements
Supported in part by IST-15964 (AEOLUS), the project PENED 2003 (co-financed 75% of public expenditure through EC European Social Fund, 25% of public expenditure through Ministry of Development General Secretariat of Research and Technology of Greece and through private sector, under measure 8.3 of Operational Program Competitiveness in the 3rd Community Support Program, and the Greek Ministry of Education (Thales)) and the Vienna Science and Technology Fund WWTF grant ICT10-002.
We would like to thank the anonymous reviewers for their thoughtful comments and helpful suggestions.
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Main part of the work of A. Vidali was done at the University of Athens.
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Koutsoupias, E., Vidali, A. A Lower Bound of 1+φ for Truthful Scheduling Mechanisms. Algorithmica 66, 211–223 (2013). https://doi.org/10.1007/s00453-012-9634-6
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DOI: https://doi.org/10.1007/s00453-012-9634-6