Skip to main content

Tight Bounds for Cost-Sharing in Weighted Congestion Games

  • Conference paper
  • First Online:
Automata, Languages, and Programming (ICALP 2015)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 9135))

Included in the following conference series:

Abstract

This work studies the price of anarchy and the price of stability of cost-sharing methods in weighted congestion games. We require that our cost-sharing method and our set of cost functions satisfy certain natural conditions and we present general tight price of anarchy bounds, which are robust and apply to general equilibrium concepts. We then turn to the price of stability and prove an upper bound for the Shapley value cost-sharing method, which holds for general sets of cost functions and which is tight in special cases of interest, such as bounded degree polynomials. Also for bounded degree polynomials, we close the paper with a somehow surprising result, showing that a slight deviation from the Shapley value has a huge impact on the price of stability. In fact, for this case, the price of stability becomes as bad as the price of anarchy.

This work was supported by EPSRC grants EP/J019399/1 and EP/L011018/1.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Aland, S., Dumrauf, D., Gairing, M., Monien, B., Schoppmann, F.: Exact price of anarchy for polynomial congestion games. SIAM Journal on Computing 40(5), 1211–1233 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  2. Anshelevich, E., Dasgupta, A., Kleinberg, J., Tardos, E., Wexler, T., Roughgarden, T.: The price of stability for network design with fair cost allocation. SIAM Journal on Computing 38(4), 1602–1623 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  3. Awerbuch, B., Azar, Y., Epstein, A.: The price of routing unsplittable flow. In: Proceedings of STOC, pp. 57–66. ACM (2005)

    Google Scholar 

  4. Bhawalkar, K., Gairing, M., Roughgarden, T.: Weighted congestion games: Price of anarchy, universal worst-case examples, and tightness. ACM Transactions on Economics and Computation 2(4), 14 (2014)

    Article  Google Scholar 

  5. Chen, H.L., Roughgarden, T.: Network design with weighted players. Theory of Computing Systems 45(2), 302–324 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  6. Chen, H.L., Roughgarden, T., Valiant, G.: Designing network protocols for good equilibria. SIAM Journal on Computing 39(5), 1799–1832 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  7. Christodoulou, G., Gairing, M.: Price of stability in polynomial congestion games. In: Fomin, F.V., Freivalds, R., Kwiatkowska, M., Peleg, D. (eds.) ICALP 2013, Part II. LNCS, vol. 7966, pp. 496–507. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  8. Christodoulou, G., Koutsoupias, E.: The price of anarchy of finite congestion games. In: Proceedings of STOC, pp. 67–73. ACM (2005)

    Google Scholar 

  9. Gairing, M., Schoppmann, F.: Total latency in singleton congestion games. In: Deng, X., Graham, F.C. (eds.) WINE 2007. LNCS, vol. 4858, pp. 381–387. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  10. Gkatzelis, V., Kollias, K., Roughgarden, T.: Optimal cost-sharing in weighted congestion games. In: Liu, T.-Y., Qi, Q., Ye, Y. (eds.) WINE 2014. LNCS, vol. 8877, pp. 72–88. Springer, Heidelberg (2014)

    Google Scholar 

  11. Gopalakrishnan, R., Marden, J.R., Wierman, A.: Potential games are necessary to ensure pure Nash equilibria in cost sharing games. Mathematics of Operations Research (2014)

    Google Scholar 

  12. Harks, T., Klimm, M.: On the existence of pure Nash equilibria in weighted congestion games. Mathematics of Operations Research 37(3), 419–436 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  13. Klimm, M., Schmand, D.: Sharing non-anonymous costs of multiple resources optimally. In: Paschos, V.T., Widmayer, P. (eds.) CIAC 2015. LNCS, vol. 9079, pp. 274–287. Springer, Heidelberg (2015). arXiv preprint arXiv:1412.4456

    Chapter  Google Scholar 

  14. Kollias, K., Roughgarden, T.: Restoring pure equilibria to weighted congestion games. In: Aceto, L., Henzinger, M., Sgall, J. (eds.) ICALP 2011, Part II. LNCS, vol. 6756, pp. 539–551. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  15. Koutsoupias, E., Papadimitriou, C.: Worst-case equilibria. Computer Science Review 3(2), 65–69 (2009)

    Article  MATH  Google Scholar 

  16. Monderer, D., Shapley, L.S.: Potential games. Games and Economic Behavior 14(1), 124–143 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  17. Rosenthal, R.W.: A class of games possessing pure-strategy Nash equilibria. International Journal of Game Theory 2(1), 65–67 (1973)

    Article  MATH  MathSciNet  Google Scholar 

  18. Roughgarden, T.: Intrinsic robustness of the price of anarchy. In: Proceedings of STOC, pp. 513–522. ACM (2009)

    Google Scholar 

  19. Roughgarden, T., Schrijvers, O.: Network cost-sharing without anonymity. In: Lavi, R. (ed.) SAGT 2014. LNCS, vol. 8768, pp. 134–145. Springer, Heidelberg (2014)

    Google Scholar 

  20. Roughgarden, T., Tardos, É.: How bad is selfish routing? Journal of the ACM (JACM) 49(2), 236–259 (2002)

    Article  MathSciNet  Google Scholar 

  21. Shapiro, A.: On duality theory of convex semi-infinite programming. Optimization 54(6), 535–543 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  22. Sheffi, Y.: Urban transportation networks: equilibrium analysis with mathematical programming methods. Prentice-Hall (1985)

    Google Scholar 

  23. Wu, S.Y., Fang, S.C.: Solving convex programs with infinitely many linear constraints by a relaxed cutting plane method. Computers & Mathematics with Applications 38(3), 23–33 (1999)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Martin Gairing .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Gairing, M., Kollias, K., Kotsialou, G. (2015). Tight Bounds for Cost-Sharing in Weighted Congestion Games. In: Halldórsson, M., Iwama, K., Kobayashi, N., Speckmann, B. (eds) Automata, Languages, and Programming. ICALP 2015. Lecture Notes in Computer Science(), vol 9135. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47666-6_50

Download citation

  • DOI: https://doi.org/10.1007/978-3-662-47666-6_50

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-47665-9

  • Online ISBN: 978-3-662-47666-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics