The “Price of Anarchy” Under Nonlinear and Asymmetric Costs

作者: Georgia Perakis

DOI: 10.1287/MOOR.1070.0258

关键词: Mathematical optimizationPrice of stabilityNonlinear systemFunction (mathematics)Variational inequalityMathematicsPrice of anarchyJacobian matrix and determinantOrder (exchange)Mathematical economicsPositive-definite matrix

摘要: In this paper we characterize the “price of anarchy,” i.e., inefficiency between user and system optimal solutions, when costs are nonseparable, asymmetric nonlinear, generalizing earlier work that has addressed “the price anarchy” under separable costs. The results in apply primarily to nonatomic games such as traffic equilibrium problem, but also competitive multiperiod pricing supply chain settings. bounds established tight explicitly account for degree asymmetry nonlinearity cost function. We first provide a proof method problems with positive definite Jacobian matrix. Subsequently, use ideas from semidefinite optimization order matrix (where approach does not apply). This latter connection provides different application optimization.

参考文章(35)
Elias Koutsoupias, Christos Papadimitriou, Worst-case equilibria symposium on theoretical aspects of computer science. pp. 404- 413 ,(1999) , 10.1007/3-540-49116-3_38
José R. Correa, Andreas S. Schulz, Nicolás E. Stier Moses, Computational Complexity, Fairness, and the Price of Anarchy of the Maximum Latency Problem integer programming and combinatorial optimization. pp. 59- 73 ,(2004) , 10.1007/978-3-540-25960-2_5
Donald W. Hearn, Motakuri V. Ramana, Solving Congestion Toll Pricing Models EQUILIBRIUM AND ADVANCED TRANSPORTATION MODELLING. pp. 109- 124 ,(1998) , 10.1007/978-1-4615-5757-9_6
Saugata Basu, Richard Pollack, Marie-Franco̧ise Roy, Algorithms in real algebraic geometry Springer. ,vol. 10, ,(2003) , 10.1007/978-3-662-05355-3
Yurii Nesterov, Arkadii Nemirovskii, Interior-Point Polynomial Algorithms in Convex Programming ,(1987)
Jie Sun, A convergence analysis for a convex version of Dikin's algorithm Annals of Operations Research. ,vol. 62, pp. 357- 374 ,(1996) , 10.1007/BF02206823
Stella C. Dafermos, Toll Patterns for Multiclass-User Transportation Networks Transportation Science. ,vol. 7, pp. 211- 223 ,(1973) , 10.1287/TRSC.7.3.211
M.J. Smith, The existence, uniqueness and stability of traffic equilibria Transportation Research Part B-methodological. ,vol. 13, pp. 295- 304 ,(1979) , 10.1016/0191-2615(79)90022-5