Efficiency loss in a network resource allocation game

被引:277
作者
Johari, R
Tsitsiklis, JN
机构
[1] Stanford Univ, Terman Engn Ctr, Stanford, CA 94305 USA
[2] MIT, Cambridge, MA 02139 USA
关键词
network pricing; communication networks; distributed resource allocation;
D O I
10.1287/moor.1040.0091
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We explore the properties of a congestion game in which users of a congested resource anticipate the effect of their actions on the price of the resource. When users are sharing a single resource, we establish that the aggregate utility received by the users is at least 3/4 of the maximum possible aggregate utility. We also consider extensions to a network context, where users submit individual payments for each link in the network they may wish to use. In this network model, we again show that the selfish behavior of the users leads to an aggregate utility that is no worse than 3/4 of the maximum possible aggregate utility. We also show that the same analysis extends to a wide class of resource allocation systems where end users simultaneously require multiple scarce resources. These results form part of a growing literature on the "price of anarchy," i.e., the extent to which selfish behavior affects system efficiency.
引用
收藏
页码:407 / 435
页数:29
相关论文
共 29 条
  • [1] Anshelevich E., 2003, STOC, P511
  • [2] Bertsekas D., 1999, NONLINEAR PROGRAMMIN
  • [3] Bertsimas D., 1997, Introduction to linear optimization
  • [4] A market managed multi-service Internet (M3I)
    Briscoe, B
    Darlagiannis, V
    Heckman, O
    Oliver, H
    Siris, V
    Songhurst, D
    Stiller, B
    [J]. COMPUTER COMMUNICATIONS, 2003, 26 (04) : 404 - 414
  • [5] INEFFICIENCY OF NASH EQUILIBRIA
    DUBEY, P
    [J]. MATHEMATICS OF OPERATIONS RESEARCH, 1986, 11 (01) : 1 - 8
  • [6] Pumpkin pies and public goods: The raffle fundraising strategy
    Duncan, B
    [J]. PUBLIC CHOICE, 2002, 111 (1-2) : 49 - 71
  • [7] FABRIKANT A, P 22 ANN ACM S PRINC, P347
  • [8] FALKNER MM, 2000, IEEE COMM SURVEYS, V3
  • [9] Resource pricing and the evolution of congestion control
    Gibbens, RJ
    Kelly, FP
    [J]. AUTOMATICA, 1999, 35 (12) : 1969 - 1985
  • [10] Hajek B., 2002, P C STOCH NETW, VVolume 222