Skip to main content
Top

2015 | OriginalPaper | Chapter

“Beat-Your-Rival” Routing Games

Authors : Gideon Blocq, Ariel Orda

Published in: Algorithmic Game Theory

Publisher: Springer Berlin Heidelberg

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In the traditional setting of routing games, the standard assumption is that selfish agents are unconcerned with the performance of their competitors in the network. We propose an extension to this setting by modeling agents to consider a combination of their own performance as well as that of their rivals. Per agent, we parameterize this trade-off, thereby allowing agents to be partially selfish and partially malicious.
We consider two types of routing games based on the structure of the agents’ performance objectives, namely bottleneck routing games and additive routing games. For bottleneck routing games, the performance of an agent is determined by its worst-case link performance, and for additive routing games, performance is determined by the sum of its link performances. For the bottleneck routing scenario we establish the existence of a Nash equilibrium and show that the Price of Stability is equal to 1. We also prove that the Price of Anarchy is unbounded. For additive routing games, we focus on the fundamental load balancing game of routing over parallel links. For an interesting class of agents, we prove the existence of a Nash equilibrium. Specifically, we establish that a special case of the Wardrop equilibrium is likewise a Nash equilibrium. Moreover, when the system consists of two agents, this Nash equilibrium is unique, and for the general case of N agents, we present an example of its non-uniqueness.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Footnotes
1
In [5] a similar theorem was proven for a more general topology. However, they only considered selfish users (i.e., \(\forall i,~\alpha ^i=1\)).
 
2
An existence and uniqueness proof for selfish users is given in [20].
 
Literature
1.
go back to reference Altman, E., Basar, T., Jiménez, T., Shimkin, N.: Competitive routing in networks with polynomial cost. In: Proceedings of INFOCOM 2000, pp. 1586–1593 (2000) Altman, E., Basar, T., Jiménez, T., Shimkin, N.: Competitive routing in networks with polynomial cost. In: Proceedings of INFOCOM 2000, pp. 1586–1593 (2000)
2.
go back to reference Anshelevich, E., Dasgupta, A., Kleinberg, J.M., Tardos, É., Wexler, T., Roughgarden, T.: The price of stability for network design with fair cost allocation. SIAM J. Comput. 38(4), 1602–1623 (2008)MathSciNetCrossRefMATH Anshelevich, E., Dasgupta, A., Kleinberg, J.M., Tardos, É., Wexler, T., Roughgarden, T.: The price of stability for network design with fair cost allocation. SIAM J. Comput. 38(4), 1602–1623 (2008)MathSciNetCrossRefMATH
3.
go back to reference Azad, A.P., Altman, E., Azouzi, R.E.: Routing games : from egoism to altruism. In: Proceedings of WiOpt 2010, pp. 528–537 (2010) Azad, A.P., Altman, E., Azouzi, R.E.: Routing games : from egoism to altruism. In: Proceedings of WiOpt 2010, pp. 528–537 (2010)
4.
go back to reference Babaioff, M., Kleinberg, R., Papadimitriou, C.H.: Congestion games with malicious players. Games Econ. Behav. 67(1), 22–35 (2009)MathSciNetCrossRefMATH Babaioff, M., Kleinberg, R., Papadimitriou, C.H.: Congestion games with malicious players. Games Econ. Behav. 67(1), 22–35 (2009)MathSciNetCrossRefMATH
5.
go back to reference Banner, R., Orda, A.: Bottleneck routing games in communication networks. IEEE J. Sel. Areas Commun. 25(6), 1173–1179 (2007)CrossRef Banner, R., Orda, A.: Bottleneck routing games in communication networks. IEEE J. Sel. Areas Commun. 25(6), 1173–1179 (2007)CrossRef
7.
go back to reference Blocq, G., Orda, A.: Worst-case coalitions in routing games. CoRR abs/1310.3487 (2013) Blocq, G., Orda, A.: Worst-case coalitions in routing games. CoRR abs/1310.3487 (2013)
8.
9.
go back to reference Caragiannis, I., Kaklamanis, C., Kanellopoulos, P., Kyropoulou, M., Papaioannou, E.: The impact of altruism on the efficiency of atomic congestion games. In: Wirsing, M., Hofmann, M., Rauschmayer, A. (eds.) TGC 2010, LNCS, vol. 6084, pp. 172–188. Springer, Heidelberg (2010) CrossRef Caragiannis, I., Kaklamanis, C., Kanellopoulos, P., Kyropoulou, M., Papaioannou, E.: The impact of altruism on the efficiency of atomic congestion games. In: Wirsing, M., Hofmann, M., Rauschmayer, A. (eds.) TGC 2010, LNCS, vol. 6084, pp. 172–188. Springer, Heidelberg (2010) CrossRef
10.
go back to reference Chen, P., de Keijzer, B., Kempe, D., Schäfer, G.: Altruism and its impact on the price of anarchy. ACM Trans. Econ. Comput. 2(4), 17:1–17:45 (2014)CrossRef Chen, P., de Keijzer, B., Kempe, D., Schäfer, G.: Altruism and its impact on the price of anarchy. ACM Trans. Econ. Comput. 2(4), 17:1–17:45 (2014)CrossRef
11.
go back to reference Chen, P., Kempe, D.: Altruism, selfishness, and spite in traffic routing. In: Proceedings EC 2008, pp. 140–149 (2008) Chen, P., Kempe, D.: Altruism, selfishness, and spite in traffic routing. In: Proceedings EC 2008, pp. 140–149 (2008)
12.
go back to reference Cole, R., Dodis, Y., Roughgarden, T.: Bottleneck links, variable demand, and the tragedy of the commons. Networks 60(3), 194–203 (2012)MathSciNetCrossRefMATH Cole, R., Dodis, Y., Roughgarden, T.: Bottleneck links, variable demand, and the tragedy of the commons. Networks 60(3), 194–203 (2012)MathSciNetCrossRefMATH
13.
go back to reference Correa, J.R., Moses, N.E.S.: Wardrop equilibria. Wiley Encyclopedia of Operations Research and Management Science (2010) Correa, J.R., Moses, N.E.S.: Wardrop equilibria. Wiley Encyclopedia of Operations Research and Management Science (2010)
14.
go back to reference Harks, T.: Stackelberg strategies and collusion in network games with splittable flow. In: Bampis, E., Skutella, M. (eds.) WAOA 2008. LNCS, vol. 5426, pp. 133–146. Springer, Heidelberg (2009) CrossRef Harks, T.: Stackelberg strategies and collusion in network games with splittable flow. In: Bampis, E., Skutella, M. (eds.) WAOA 2008. LNCS, vol. 5426, pp. 133–146. Springer, Heidelberg (2009) CrossRef
15.
go back to reference Hoefer, M., Skopalik, A.: Altruism in atomic congestion games. ACM Trans. Econ. Comput. 1(4), 21 (2013)CrossRefMATH Hoefer, M., Skopalik, A.: Altruism in atomic congestion games. ACM Trans. Econ. Comput. 1(4), 21 (2013)CrossRefMATH
16.
17.
go back to reference Koutsoupias, E., Papadimitriou, C.: Worst-case equilibria. In: Meinel, C., Tison, S. (eds.) STACS 1999. LNCS, vol. 1563, p. 404. Springer, Heidelberg (1999) CrossRef Koutsoupias, E., Papadimitriou, C.: Worst-case equilibria. In: Meinel, C., Tison, S. (eds.) STACS 1999. LNCS, vol. 1563, p. 404. Springer, Heidelberg (1999) CrossRef
18.
go back to reference La, R.J., Anantharam, V.: Optimal routing control: repeated game approach. IEEE Trans. Autom. Control 47, 437–450 (2002)MathSciNetCrossRef La, R.J., Anantharam, V.: Optimal routing control: repeated game approach. IEEE Trans. Autom. Control 47, 437–450 (2002)MathSciNetCrossRef
19.
go back to reference Nisan, N., Roughgarden, T., Tardos, E., Vazirani, V.V.: Algorithmic Game Theory. Cambridge University Press, New York (2007) CrossRefMATH Nisan, N., Roughgarden, T., Tardos, E., Vazirani, V.V.: Algorithmic Game Theory. Cambridge University Press, New York (2007) CrossRefMATH
20.
go back to reference Orda, A., Rom, R., Shimkin, N.: Competitive routing in multiuser communication networks. IEEE/ACM Trans. Networking 1, 510–521 (1993)CrossRef Orda, A., Rom, R., Shimkin, N.: Competitive routing in multiuser communication networks. IEEE/ACM Trans. Networking 1, 510–521 (1993)CrossRef
21.
22.
go back to reference Roth, A.: The price of malice in linear congestion games. In: Papadimitriou, C., Zhang, S. (eds.) WINE 2008. LNCS, vol. 5385, pp. 118–125. Springer, Heidelberg (2008) CrossRef Roth, A.: The price of malice in linear congestion games. In: Papadimitriou, C., Zhang, S. (eds.) WINE 2008. LNCS, vol. 5385, pp. 118–125. Springer, Heidelberg (2008) CrossRef
23.
go back to reference Roughgarden, T.: Stackelberg scheduling strategies. In: Proceedings of STOC 2001, pp. 104–113 (2001) Roughgarden, T.: Stackelberg scheduling strategies. In: Proceedings of STOC 2001, pp. 104–113 (2001)
24.
go back to reference Roughgarden, T.: Algorithmic game theory. Commun. ACM 53(7), 78–86 (2010)CrossRef Roughgarden, T.: Algorithmic game theory. Commun. ACM 53(7), 78–86 (2010)CrossRef
27.
go back to reference Wardrop, J.G.: Some theoretical aspects of road traffic research. In: Proceedings of the Institute of Civil Engineers, Part II, vol. 1, pp. 325–378 (1952) Wardrop, J.G.: Some theoretical aspects of road traffic research. In: Proceedings of the Institute of Civil Engineers, Part II, vol. 1, pp. 325–378 (1952)
Metadata
Title
“Beat-Your-Rival” Routing Games
Authors
Gideon Blocq
Ariel Orda
Copyright Year
2015
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-48433-3_18

Premium Partner