Skip to main content
Top
Published in: Dynamic Games and Applications 2/2020

17-07-2019

Long-Time Behavior of First-Order Mean Field Games on Euclidean Space

Authors: Piermarco Cannarsa, Wei Cheng, Cristian Mendico, Kaizhi Wang

Published in: Dynamic Games and Applications | Issue 2/2020

Log in

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

search-config
loading …

Abstract

The aim of this paper is to study the long-time behavior of solutions to deterministic mean field games systems on Euclidean space. This problem was addressed on the torus \({\mathbb {T}}^n\) in Cardaliaguet (Dyn Games Appl 3:473–488, 2013), where solutions are shown to converge to the solution of a certain ergodic mean field games system on \({\mathbb {T}}^n\). By adapting the approach in Fathi and Maderna (Nonlinear Differ Equ Appl NoDEA 14:1–27, 2007), we identify structural conditions on the Lagrangian, under which the corresponding ergodic system can be solved in \({\mathbb {R}}^{n}\). Then, we show that time-dependent solutions converge to the solution of such a stationary system on all compact subsets of the whole space.

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!

Appendix
Available only for authorised users
Literature
1.
go back to reference Ambrosio L, Gigli N, Savare G (2008) Gradient flows in metric spaces and in the space of probability measures. Lectures in mathematics ETH Zürich, 2nd edn. Birkhäuser Verlag, Basel Ambrosio L, Gigli N, Savare G (2008) Gradient flows in metric spaces and in the space of probability measures. Lectures in mathematics ETH Zürich, 2nd edn. Birkhäuser Verlag, Basel
2.
go back to reference Aubin J, Frankowska H (1990) Set-valued analysis. Birkhaüser, BostonMATH Aubin J, Frankowska H (1990) Set-valued analysis. Birkhaüser, BostonMATH
3.
go back to reference Bardi M, Capuzzo Dolcetta I (1997) Optimal control and viscosity solutions of Hamilton–Jacobi equations. Birkhäuser, BostonCrossRef Bardi M, Capuzzo Dolcetta I (1997) Optimal control and viscosity solutions of Hamilton–Jacobi equations. Birkhäuser, BostonCrossRef
4.
5.
go back to reference Border K (1989) Fixed point theorems with applications to economics and game theory. Cambridge University Press, CambridgeMATH Border K (1989) Fixed point theorems with applications to economics and game theory. Cambridge University Press, CambridgeMATH
6.
go back to reference Cannarsa P, Sinestrari C (2004) Semiconcave functions, Hamilton–Jacobi equations, and optimal control. Birkhäuser, BostonCrossRef Cannarsa P, Sinestrari C (2004) Semiconcave functions, Hamilton–Jacobi equations, and optimal control. Birkhäuser, BostonCrossRef
7.
go back to reference Cannarsa P, D’Aprile T (2015) Introduction to measure theory and functional analysis. Translated from the 2008 Italian original. Unitext, 89. La Matematica per il 3+2. Springer, Cham Cannarsa P, D’Aprile T (2015) Introduction to measure theory and functional analysis. Translated from the 2008 Italian original. Unitext, 89. La Matematica per il 3+2. Springer, Cham
8.
go back to reference Cardaliaguet P (2013) Long time average of first order mean field games and weak KAM theory. Dyn Games Appl 3:473–488MathSciNetCrossRef Cardaliaguet P (2013) Long time average of first order mean field games and weak KAM theory. Dyn Games Appl 3:473–488MathSciNetCrossRef
10.
go back to reference Contreras G, Iturriaga R, Paternain G, Paternain M (1998) Lagrangian graphs, minimizing measures and Mañé critical values. Geom Funct Anal 8:788–809MathSciNetCrossRef Contreras G, Iturriaga R, Paternain G, Paternain M (1998) Lagrangian graphs, minimizing measures and Mañé critical values. Geom Funct Anal 8:788–809MathSciNetCrossRef
12.
go back to reference Da Prato G (2006) An introduction to infinite-dimensional analysis. In: Revised and extended from the 2001 original by Da Prato. Universitext. Springer, Berlin Da Prato G (2006) An introduction to infinite-dimensional analysis. In: Revised and extended from the 2001 original by Da Prato. Universitext. Springer, Berlin
13.
go back to reference Fathi A (1997) Théorème KAM faible et théorie de Mather sur les systèmes lagrangiens. (French) [A weak KAM theorem and Mather’s theory of Lagrangian systems]. C R Acad Sci Paris Sér I Math 324:1043–1046MathSciNetCrossRef Fathi A (1997) Théorème KAM faible et théorie de Mather sur les systèmes lagrangiens. (French) [A weak KAM theorem and Mather’s theory of Lagrangian systems]. C R Acad Sci Paris Sér I Math 324:1043–1046MathSciNetCrossRef
15.
16.
go back to reference Huang M, Malhamé RP, Caines PE (2006) Large population stochastic dynamic games: closed-loop McKean–Vlasov systems and the Nash certainty equivalence principle. Commun Inf Syst 6:221–251MathSciNetMATH Huang M, Malhamé RP, Caines PE (2006) Large population stochastic dynamic games: closed-loop McKean–Vlasov systems and the Nash certainty equivalence principle. Commun Inf Syst 6:221–251MathSciNetMATH
17.
go back to reference Huang M, Caines PE, Malhamé RP (2007) Large-population cost-coupled LQG problems with nonuniform agents: individual-mass behavior and decentralized \(\epsilon \)-Nash equilibria. IEEE Trans Autom Control 52:1560–1571MathSciNetCrossRef Huang M, Caines PE, Malhamé RP (2007) Large-population cost-coupled LQG problems with nonuniform agents: individual-mass behavior and decentralized \(\epsilon \)-Nash equilibria. IEEE Trans Autom Control 52:1560–1571MathSciNetCrossRef
18.
go back to reference Lasry J-M, Lions P-L (2006) Jeux à champ moyen. I. Le cas stationnaire. (French) [Mean field games. I. The stationary case]. C R Math Acad Sci Paris 343:619–625MathSciNetCrossRef Lasry J-M, Lions P-L (2006) Jeux à champ moyen. I. Le cas stationnaire. (French) [Mean field games. I. The stationary case]. C R Math Acad Sci Paris 343:619–625MathSciNetCrossRef
19.
go back to reference Lasry J-M, Lions P-L (2006) Jeux à champ moyen. II. Horizon fini et controle optimal. (French) [Mean field games. II. Finite horizon and optimal control]. C R Math Acad Sci Paris 343:679–984MathSciNetCrossRef Lasry J-M, Lions P-L (2006) Jeux à champ moyen. II. Horizon fini et controle optimal. (French) [Mean field games. II. Finite horizon and optimal control]. C R Math Acad Sci Paris 343:679–984MathSciNetCrossRef
22.
go back to reference Mather J (1991) Action minimizing invariant measures for positive definite Lagrangian systems. Math Z 207:169–207MathSciNetCrossRef Mather J (1991) Action minimizing invariant measures for positive definite Lagrangian systems. Math Z 207:169–207MathSciNetCrossRef
23.
go back to reference Villani C (2003) Topics in optimal transportation. In: Graduate studies in mathematics, vol 58. American Mathematical Society, Providence, RI Villani C (2003) Topics in optimal transportation. In: Graduate studies in mathematics, vol 58. American Mathematical Society, Providence, RI
Metadata
Title
Long-Time Behavior of First-Order Mean Field Games on Euclidean Space
Authors
Piermarco Cannarsa
Wei Cheng
Cristian Mendico
Kaizhi Wang
Publication date
17-07-2019
Publisher
Springer US
Published in
Dynamic Games and Applications / Issue 2/2020
Print ISSN: 2153-0785
Electronic ISSN: 2153-0793
DOI
https://doi.org/10.1007/s13235-019-00321-3

Other articles of this Issue 2/2020

Dynamic Games and Applications 2/2020 Go to the issue

Premium Partner