Abstract
In this paper, the strong existence and uniqueness for a degenerate finite system of quantile-dependent McKean-Vlasov stochastic differential equations are obtained under a weak Hörmander condition. The approach relies on the a priori bounds for the density of the solution to time inhomogeneous diffusions. The time inhomogeneous Feynman-Fac formula is used to construct a contraction map for this degenerate system.
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References
Aronson, D.G., Besala, P.: Uniqueness of solutions of the Cauchy problem for parabolic equations. J. Math. Anal. Appl. 13, 516–526 (1966)
Barucci, E., Polidoro, S., Vespri, V.: Some results on partial differential equations and Asian options. Math. Models Methods Appl. Sci 11(03), 475–497 (2001)
Buckdahn, R., Li, J., Peng, S., Rainer, C.: Mean-field stochastic differential equations and associated PDEs. Ann. Probab. 45(2), 824–878 (2017)
Carmona, R., Delarue, F.: Probabilistic theory of mean field games with applications. I. Mean field FBSDEs, control, and games. Probability Theory and Stochastic Modelling, 83. Springer, Cham (2018)
Carmona, R., Delarue, F.: Probabilistic theory of mean field games with applications. II. Mean field games with common noise and master equations. Probability Theory and Stochastic Modelling, 84. Springer, Cham (2018)
Chaudru de Raynal, P.E.: Strong existence and uniqueness for degenerate SDE with Hölder drift. Ann. Inst. Henri Poincaré Probab. Stat. 53, 1, 259–286 (2017)
Chaudru de Raynal, P.-E.: Strong well posedness of McKean-Vlasov stochastic differential equations with Hölder drift. Stoch. Process. Appl., (2019)
Chaudru de Raynal, P.-E., Frikha, N.: Well-posedness for some non-linear SDEs and related PDE on the Wasserstein space. Journal de Mathématiques Pures et Appliquées 159, 1–167 (2022)
Chaudru de Raynal, P. E., Honoré, I., Menozzi, S.: Strong regularization by Brownian noise propagating through a weak Hörmander structure. Probab. Theory Related Field 184, 1, 1–83 (2022)
Crisan, D., Kurtz, T.G., Lee, Y.: Conditional distributions, exchangeable particle systems, and stochastic partial differential equations. Ann. Inst. Henri Poincaré Probab. Stat. 50(3), 946–974 (2014)
Delarue, F., Menozzi, S.: Density estimates for a random noise propagating through a chain of differential equations. J. Funct. Anal. 259(6), 1577–1630 (2010)
Eckmann, J.-P., Pillet, C.-A., Rey-Bellet, L.: Non-equilibrium statistical mechanics of anharmonic cains coupled to two heat baths at different temperatures. Commun. Math. Phys. 201(3), 657–697 (1999)
Freidlin, M. I.: Functional integration and partial differential equations. No. 109. Princeton university press, (1985)
Frikha, N., Konakov, V., Menozzi, S.: Well-posedness of some non-linear stable driven SDEs. Discrete Contin. Dyn. Syst., Ser. A 41(2), 849–898 (2021)
Hérau, F., Nier, F.: Isotropic hypoellipticity and trend to equilibrium for the Fokker-Planck equation with a high-degree potential. Arch. Ration. Mech. Anal. 171(2), 151–218 (2004)
Hu, Y.: Analysis on Gaussian spaces. World Scientific, (2016)
Jourdain, B.: Diffusions with a nonlinear irregular drift coefficient and probabilistic interpretation of generalized Burgers’ equations. ESAIM Probab. Stat. 1, 339–355 (1997)
Kolokoltsov, V.: Nonlinear diffusions and stable-like processes with coefficients depending on the median or VaR. Appl. Math. Optim. 68(1), 85–98 (2013)
Lacker, D.: On a strong form of propagation of chaos for McKean-Vlasov equations Electron. Commun. Probab. 23, (2018)
McKean, H.P.: Propagation of chaos for a class of non-linear parabolic equations. In: Stochastic Differential Equations (Lecture Series in Differential Equations, Session 7, Catholic Univ., 1967), 41–57 (1967)
Menozzi, S.: Parametrix techniques and martingale problems for some degenerate Kolmogorov equations. Electron. Commun. Probab. 16, 234–250 (2011)
Mishura, Y.S., Veretennikov, A.Y.: Existence and uniqueness theorems for solutions of McKean-Vlasov stochastic equations. Theory Probab. Math. Stat. 103, 59–101 (2020)
Pigato, P.: Density estimates and short-time asymptotics for a hypoelliptic diffusion process. Stochastic Process. Appl. 145, 117–142 (2022)
Priola, E.: On weak uniqueness for some degenerate sdes by global \({L}^{p}\) estimates. Potential Anal. 42(1), 247–281 (2015)
Rey-Bellet, L., Thomas, L.E.: Asymptotic behavior of thermal nonequilibrium steady states for a driven chain of anharmonic oscillators. Commun. Math. Phys. 215(1), 1–24 (2000)
Röckner, M., Zhang, X.: Well-posedness of distribution dependent SDEs with singular drifts. Bernoulli 27(2), 1131–1158 (2021)
Soize, C.: The Fokker-Planck equation for stochastic dynamical systems and its explicit steady state solutions. Vol. 17. World Scientific, (1994)
Talay, D.: Stochastic Hamiltonian systems exponential convergence to the invariant measure, and discretization by the implicit Euler scheme. Markov Process. Relat. Fields 8(2), 163–198 (2002)
Veretennikov, A.Y.: On weak solutions of highly degenerate SDEs. Autom. Remote. Control. 81(3), 398–410 (2020)
Wang, F.-Y., Zhang, X.: Degenerate SDE with Hölder-Dini drift and Non-Lipschitz noise coefficient. SIAM J. Math. Anal. 48(3), 2189–2226 (2016)
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The authors are supported by NSERC discovery grants and a centennial fund from University of Alberta at Edmonton; National Natural Science Foundation of China grant (Grant No. 11901598). Data sharing not applicable to this article as no datasets were generated or analysed during the current study
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Hu, Y., Kouritzin, M.A. & Zheng, J. Nonlinear McKean-Vlasov Diffusions under the Weak Hörmander Condition with Quantile-Dependent Coefficients. Potential Anal 60, 1093–1119 (2024). https://doi.org/10.1007/s11118-023-10080-x
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DOI: https://doi.org/10.1007/s11118-023-10080-x
Keywords
- Mckean-Vlasov equation
- Langevin equation
- Weak Hörmander condition
- Feynman-Kac formula
- Two-sided Gaussian estimates
- Quantile-dependent PDE