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Mean Field Type Control with Congestion

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Abstract

We analyze some systems of partial differential equations arising in the theory of mean field type control with congestion effects. We look for weak solutions. Our main result is the existence and uniqueness of suitably defined weak solutions, which are characterized as the optima of two optimal control problems in duality.

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References

  1. Achdou, Y.: Lecture notes in mathematics. In: Loreti, P., Tchou, N.A. (eds.) Finite Difference Methods for Mean Field Games, Hamilton–Jacobi Equations: Approximations, Numerical Analysis and Applications. Springer, Heidelber (2013)

    Chapter  Google Scholar 

  2. Achdou, Y., Laurière, M.: On the system of partial differential equations arising in mean field type control. DCDS A 35(9), 3879–3900 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bensoussan, A., Frehse, J.: Control and Nash games with mean field effect. Chin. Ann. Math. Ser. B 34(2), 161–192 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bensoussan, A., Frehse, J., Yam, P.: Mean Field Games and Mean Field Type Control Theory. Springer briefs in mathematics. Springer, New York (2013)

    Book  MATH  Google Scholar 

  5. Cardaliaguet, P., Carlier, G., Nazaret, B.: Geodesics for a class of distances in the space of probability measures. Calc. Var. Partial Differ. Equ. 48(3–4), 395–420 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  6. Cardaliaguet, P., Graber, P.J., Porretta, A., Tonon, D.: Second order mean field games with degenerate diffusion and local coupling. Nonlinear Differ. Equ. Appl. 22(5), 1287–1317 (2015)

  7. Carmona, R., Delarue, F.: Mean field forward-backward stochastic differential equations. Electron. Commun. Probab. 18(68), 15 (2013)

    MathSciNet  MATH  Google Scholar 

  8. Carmona, R., Delarue, F., Lachapelle, A.: Control of McKean–Vlasov dynamics versus mean field games. Math. Financ. Econ. 7(2), 131–166 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  9. DiPerna, R.J., Lions, P.-L.: Ordinary differential equations, transport theory and Sobolev spaces. Invent. Math. 98(3), 511–547 (1989)

    Article  MathSciNet  MATH  Google Scholar 

  10. Gomes, D.A., Mitake H.: Existence for stationary mean field games with quadratic hamiltonians with congestion, arXiv preprint arXiv:1407.8267 (2014)

  11. Gomes, D.A., Saúde, J.: Mean field games models—a brief survey. Dyn. Games Appl. 4(2), 110–154 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  12. Gomes, D.A., Voskanyan V.: Short-time existence of solutions for mean-field games with congestion, ArXiv e-prints (2015)

  13. Graber P.J.: Weak solutions for mean field games with congestion, ArXiv e-prints (2015)

  14. Lasry, J.-M., Lions, P.-L.: Jeux à champ moyen. I. Le cas stationnaire. C. R. Math. Acad. Sci. Paris 343(9), 619–625 (2006)

    Article  MathSciNet  Google Scholar 

  15. Lasry, J.-M., Lions, P.-L.: Jeux à champ moyen. II. Horizon fini et contrôle optimal. C. R. Math. Acad. Sci. Paris 343(10), 679–684 (2006)

    Article  MathSciNet  Google Scholar 

  16. Lasry, J.-M., Lions, P.-L.: Mean field games. Jpn. J. Math. 2(1), 229–260 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  17. Lions P.-L.: Cours du Collège de France, http://www.college-de-france.fr/default/EN/all/equ_der/, 2007-2011

  18. McKean Jr., H.P.: A class of Markov processes associated with nonlinear parabolic equations. Proc. Natl. Acad. Sci. USA 56, 1907–1911 (1966)

    Article  MathSciNet  MATH  Google Scholar 

  19. Porretta, A.: Weak solutions to Fokker–Planck equations and mean field games. Arch. Ration. Mech. Anal. 216, 1–62 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  20. Rockafellar, R.T.: Integrals which are convex functionals. II. Pac. J. Math. 39, 439–469 (1971)

    Article  MathSciNet  MATH  Google Scholar 

  21. Rockafellar R.T.: Convex analysis, Princeton Landmarks in Mathematics, Princeton University Press, Princeton (1997) Reprint of the 1970 original, Princeton Paperbacks

  22. Sznitman, A.-S.: Topics in Propagation of Chaos, École d’Été de Probabilités de Saint-Flour XIX–1989. Lecture notes in mathematics. Springer, Berlin (1991)

    Google Scholar 

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Acknowledgments

The first author was partially funded by the ANR Projects ANR-12-MONU-0013 and ANR-12-BS01-0008-01. Both authors would like to thank A. Bensoussan for very helpful discussions.

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Correspondence to Yves Achdou.

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In memory of A. V. Balakrishnan.

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Achdou, Y., Laurière, M. Mean Field Type Control with Congestion. Appl Math Optim 73, 393–418 (2016). https://doi.org/10.1007/s00245-016-9342-8

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  • DOI: https://doi.org/10.1007/s00245-016-9342-8

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