On the Inefficiency of Equilibria in Congestion Games

We present a short geometric proof for the price of anarchy results that have recently been established in a series of papers on selfish routing in multicommodity flow networks. This novel proof also facilitates two new types of results: On the one hand, we give pseudo-approximation results that depend on the class of allowable cost functions. On the other hand, we derive improved bounds on the inefficiency of Nash equilibria for situations in which the equilibrium travel times are within reasonable limits of the free-flow travel times. These tighter bounds help to explain empirical observations in vehicular traffic networks. Our analysis holds in the more general context of congestion games, which provides the framework in which we describe this work.

[1]  A. C. Pigou Economics of welfare , 1920 .

[2]  Éva Tardos,et al.  Near-optimal network design with selfish agents , 2003, STOC '03.

[3]  G. Stampacchia,et al.  On some non-linear elliptic differential-functional equations , 1966 .

[4]  Paul G. Spirakis,et al.  Selfish Unsplittable Flows , 2004, ICALP.

[5]  José R. Correa,et al.  Sloan School of Management Working Paper 4319-03 June 2003 Selfish Routing in Capacitated Networks , 2022 .

[6]  Ariel Orda,et al.  Competitive routing in multiuser communication networks , 1993, TNET.

[7]  Robin Milner,et al.  On Observing Nondeterminism and Concurrency , 1980, ICALP.

[8]  Christos H. Papadimitriou,et al.  Algorithms, Games, and the Internet , 2001, ICALP.

[9]  Igal Milchtaich,et al.  Generic Uniqueness of Equilibrium in Large Crowding Games , 2000, Math. Oper. Res..

[10]  Yin Zhang,et al.  On selfish routing in internet-like environments , 2006, TNET.

[11]  José R. Correa,et al.  Sloan School of Management Working Paper 4447-03 November 2003 Computational Complexity , Fairness , and the Price of Anarchy of the Maximum Latency Problem , 2003 .

[12]  J. Wardrop ROAD PAPER. SOME THEORETICAL ASPECTS OF ROAD TRAFFIC RESEARCH. , 1952 .

[13]  Georgia Perakis,et al.  The "Price of Anarchy" Under Nonlinear and Asymmetric Costs , 2007, Math. Oper. Res..

[14]  M. Patriksson,et al.  Equilibrium characterizations of solutions to side constrained asymmetric traffic assignment models , 1995 .

[15]  Kwang Mong Sim,et al.  The price of anarchy for non-atomic congestion games with symmetric cost maps and elastic demands , 2003, Oper. Res. Lett..

[16]  George Varghese,et al.  Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications , 2001, SIGCOMM 2001.

[17]  D. Schmeidler Equilibrium points of nonatomic games , 1973 .

[18]  Tim Roughgarden,et al.  Bounding the inefficiency of equilibria in nonatomic congestion games , 2004, Games Econ. Behav..

[19]  Stefano Pallottino,et al.  Technical Note - Traffic Equilibrium Paradoxes , 1991, Transp. Sci..

[20]  Igal Milchtaich,et al.  Social optimality and cooperation in nonatomic congestion games , 2004, J. Econ. Theory.

[21]  Tim Roughgarden,et al.  The price of stability for network design with fair cost allocation , 2004, 45th Annual IEEE Symposium on Foundations of Computer Science.

[22]  Tim Roughgarden,et al.  How bad is selfish routing? , 2002, JACM.

[23]  Rolf H. Möhring,et al.  System-optimal Routing of Traffic Flows with User Constraints in Networks with Congestion System-optimal Routing of Traffic Flows with User Constraints in Networks with Congestion , 2022 .

[24]  Andreas S. Schulz,et al.  Selfish versus coordinated routing in network games , 2004 .

[25]  丸山 徹 Convex Analysisの二,三の進展について , 1977 .

[26]  Patrice Marcotte,et al.  A Strategic Flow Model of Traffic Assignment in Static Capacitated Networks , 2004, Oper. Res..

[27]  R. Rosenthal A class of games possessing pure-strategy Nash equilibria , 1973 .

[28]  Tim Roughgarden,et al.  Selfish routing with atomic players , 2005, SODA '05.

[29]  Patrick T. Harker,et al.  Multiple Equilibrium Behaviors on Networks , 1988, Transp. Sci..

[30]  C. B. Mcguire,et al.  Studies in the Economics of Transportation , 1958 .

[31]  Andreas S. Schulz,et al.  On the performance of user equilibria in traffic networks , 2003, SODA '03.

[32]  Torbjörn Larsson,et al.  Side constrained traffic equilibrium models: analysis, computation and applications , 1999 .

[33]  Mike Smith,et al.  The existence, uniqueness and stability of traffic equilibria , 1979 .

[34]  Christos H. Papadimitriou,et al.  Worst-case equilibria , 1999 .

[35]  Stella C. Dafermos,et al.  Traffic assignment problem for a general network , 1969 .

[36]  J. G. Wardrop,et al.  Some Theoretical Aspects of Road Traffic Research , 1952 .

[37]  Tim Roughgarden The price of anarchy is independent of the network topology , 2003, J. Comput. Syst. Sci..

[38]  M. Patriksson,et al.  An augmented lagrangean dual algorithm for link capacity side constrained traffic assignment problems , 1995 .

[39]  G. Perakis,et al.  The Price of Anarchy when Costs Are Non-separable and Asymmetric , 2004, IPCO.