The Derivation of Ergodic Mean Field Game Equations for Several Populations of Players

被引:50
作者
Feleqi, Ermal [1 ]
机构
[1] Univ Padua, Dipartimento Matemat, I-35131 Padua, PD, Italy
关键词
Mean field games; Ergodic costs; Several population of players; Nash equilibria; Systems of elliptic PDEs;
D O I
10.1007/s13235-013-0088-5
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This note contains a detailed derivation of the equations of the recent mean field games theory (abbr. MFG), developed by M. Huang, P. E. Caines, and R. P. Malhame on one hand and by J.-M. Lasry and P.-L. Lions on the other, associated with a class of stochastic differential games, where the players belong to several populations, each of which consisting of a large number of similar and indistinguishable individuals, in the context of periodic diffusions and long-time-average (or ergodic) costs. After introducing a system of N Hamilton-Jacobi-Bellman (abbr. HJB) and N Kolmogorov-Fokker-Planck (abbr. KFP) equations for an N-player game belonging to such a class of games, the system of MFG equations (consisting of as many HJB equations, and of as many KFP equations as is the number of populations) is derived by letting the number of the members of each population go to infinity. For the sake of clarity and for reader's convenience, the case of a single population of players, as formulated in the work of J.-M. Lasry and P.-L. Lions, is presented first. The note slightly improves the results in this case too, by dealing with more general dynamics and costs.
引用
收藏
页码:523 / 536
页数:14
相关论文
共 10 条
[1]  
[Anonymous], PREPRINT
[2]  
Cardaliaguet Pierre, 2010, Technical report
[3]   Mean Field Games and Applications [J].
Gueant, Oliviier ;
Lasry, Jean-Michel ;
Lions, Pierre-Louis .
PARIS-PRINCETON LECTURES ON MATHEMATICAL FINANCE 2010, 2011, 2003 :205-266
[4]  
Huang MY, 2006, COMMUN INF SYST, V6, P221
[5]   Large-population cost-coupled LQG problems with nonuniform agents:: Individual-mass behavior and decentralized ε-Nash equilibria [J].
Huang, Minyi ;
Caines, Peter E. ;
Malhame, Roland P. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2007, 52 (09) :1560-1571
[6]  
Huang MY, 2003, 42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, P98
[7]   Mean field games. I - The stationary case. [J].
Lasry, Jean-Michel ;
Lions, Pierre-Louis .
COMPTES RENDUS MATHEMATIQUE, 2006, 343 (09) :619-625
[8]   Mean field games [J].
Lasry, Jean-Michel ;
Lions, Pierre-Louis .
JAPANESE JOURNAL OF MATHEMATICS, 2007, 2 (01) :229-260
[9]   Mean field games. II - Finite horizon and optimal control. [J].
Lasry, Jean-Michel ;
Lions, Pierre-Louis .
COMPTES RENDUS MATHEMATIQUE, 2006, 343 (10) :679-684
[10]   SYMMETRIC MEASURES ON CARTESIAN PRODUCTS [J].
SCHNABL, R .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1971, 20 (01) :83-&