Skip to main content

2019 | OriginalPaper | Buchkapitel

On the Wellposedness of Some McKean Models with Moderated or Singular Diffusion Coefficient

verfasst von : Mireille Bossy, Jean-François Jabir

Erschienen in: Frontiers in Stochastic Analysis–BSDEs, SPDEs and their Applications

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

We investigate the well-posedness problem related to two models of nonlinear McKean Stochastic Differential Equations with some local interaction in the diffusion term. First, we revisit the case of the McKean-Vlasov dynamics with moderate interaction, previously studied by Méléard and Jourdain in [16], under slightly weaker assumptions, by showing the existence and uniqueness of a weak solution using a Sobolev regularity framework instead of a Hölder one. Second, we study the construction of a Lagrangian Stochastic model endowed with a conditional McKean diffusion term in the velocity dynamics and a nondegenerate diffusion term in the position dynamics.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Abergel, F., Tachet, R.: A nonlinear partial integro-differential equation from mathematical Finance. Discrete Continuous Dyn. Syst.-Series A (DCDS-A) 27(3), 907–917 (2010)MathSciNetCrossRef Abergel, F., Tachet, R.: A nonlinear partial integro-differential equation from mathematical Finance. Discrete Continuous Dyn. Syst.-Series A (DCDS-A) 27(3), 907–917 (2010)MathSciNetCrossRef
2.
Zurück zum Zitat Aronson, D.G.: Bounds for the fundamental solution of a parabolic equation. Bull. Amer. Math. Soc. 73, 890–896 (1967)MathSciNetCrossRef Aronson, D.G.: Bounds for the fundamental solution of a parabolic equation. Bull. Amer. Math. Soc. 73, 890–896 (1967)MathSciNetCrossRef
3.
Zurück zum Zitat Bogachev, V.I., Krylov, N.V., Röckner, M., Shaposhnikov, S.: Fokker-Planck-Kolmogorov Equations. American Mathematical Society (2015) Bogachev, V.I., Krylov, N.V., Röckner, M., Shaposhnikov, S.: Fokker-Planck-Kolmogorov Equations. American Mathematical Society (2015)
4.
Zurück zum Zitat Bossy, M., Jabir, J.-F., Talay, D.: On conditional McKean Lagrangian stochastic models. Probab. Theor. Relat. Fields 151(1–2), 319–351 (2011)MathSciNetCrossRef Bossy, M., Jabir, J.-F., Talay, D.: On conditional McKean Lagrangian stochastic models. Probab. Theor. Relat. Fields 151(1–2), 319–351 (2011)MathSciNetCrossRef
5.
Zurück zum Zitat Bossy, M., Jabir, J.-F.: Lagrangian stochastic models with specular boundary condition. J. Funct. Anal. 268(6), 1309–1381 (2015)MathSciNetCrossRef Bossy, M., Jabir, J.-F.: Lagrangian stochastic models with specular boundary condition. J. Funct. Anal. 268(6), 1309–1381 (2015)MathSciNetCrossRef
6.
Zurück zum Zitat Bossy, M., Espina, J., Morice, J., Paris, C., Rousseau, A.: Modeling the wind circulation around mills with a Lagrangian stochastic approach. SMAI-J. Comput. Math. 2, 177–214 (2016)MathSciNetCrossRef Bossy, M., Espina, J., Morice, J., Paris, C., Rousseau, A.: Modeling the wind circulation around mills with a Lagrangian stochastic approach. SMAI-J. Comput. Math. 2, 177–214 (2016)MathSciNetCrossRef
7.
Zurück zum Zitat Bossy, M., Dupré, A., Drobinski, P., Violeau, L., Briard, C.: Stochastic Lagrangian approach for wind farm simulation (2018). hal.inria.fr Bossy, M., Dupré, A., Drobinski, P., Violeau, L., Briard, C.: Stochastic Lagrangian approach for wind farm simulation (2018). hal.inria.fr
8.
Zurück zum Zitat Champagnat, N., Jabin, P.-E.: Strong solutions to stochastic differential equations with rough coefficients. To appear in Annals of Probability (2018) Champagnat, N., Jabin, P.-E.: Strong solutions to stochastic differential equations with rough coefficients. To appear in Annals of Probability (2018)
10.
Zurück zum Zitat Durbin, P.A., Speziale, C.G.: Realizability of second moment closure via stochastic analysis. J. Fluid Mech. 280, 395–407 (1994)CrossRef Durbin, P.A., Speziale, C.G.: Realizability of second moment closure via stochastic analysis. J. Fluid Mech. 280, 395–407 (1994)CrossRef
11.
Zurück zum Zitat Evans, L.C.: Partial Differential Equations. American Mathematical Institute (1997) Evans, L.C.: Partial Differential Equations. American Mathematical Institute (1997)
12.
Zurück zum Zitat Figalli, A.: Existence and uniqueness of martingale solutions for SDEs with rough or degenerate coefficients. J. Funct. Anal. 254(1), 109–153 (2008)MathSciNetCrossRef Figalli, A.: Existence and uniqueness of martingale solutions for SDEs with rough or degenerate coefficients. J. Funct. Anal. 254(1), 109–153 (2008)MathSciNetCrossRef
13.
Zurück zum Zitat Funaki, T.: A certain class of diffusion processes associated with nonlinear parabolic equations. Z. Wahrsch. Verw. Gebiete 67(3), 331–348 (1984)MathSciNetCrossRef Funaki, T.: A certain class of diffusion processes associated with nonlinear parabolic equations. Z. Wahrsch. Verw. Gebiete 67(3), 331–348 (1984)MathSciNetCrossRef
14.
Zurück zum Zitat Guyon, J., Henry-Labordère, P.: The smile calibration problem solved. SSRN Electron. J. (2011) Guyon, J., Henry-Labordère, P.: The smile calibration problem solved. SSRN Electron. J. (2011)
15.
Zurück zum Zitat Gyöngy, I.: Mimicking the one-dimensional marginal distributions of processes having an Itô Differential. Probab. Theor. Relat. Fields 71, 501–516 (1986)CrossRef Gyöngy, I.: Mimicking the one-dimensional marginal distributions of processes having an Itô Differential. Probab. Theor. Relat. Fields 71, 501–516 (1986)CrossRef
16.
Zurück zum Zitat Jourdain, B., Méléard, S.: Propagation of chaos and fluctuations for a moderate model with smooth initial data. Ann. Inst. H. Poincaré Probab. Statist. 34(6), 726–766 (1998)MathSciNetCrossRef Jourdain, B., Méléard, S.: Propagation of chaos and fluctuations for a moderate model with smooth initial data. Ann. Inst. H. Poincaré Probab. Statist. 34(6), 726–766 (1998)MathSciNetCrossRef
17.
Zurück zum Zitat Jourdain, B., Reygner, J.: Propagation of chaos for rank-based interacting diffusions and long time behaviour of a scalar quasilinear parabolic equation. Stochast. Partial Differ. Eq. Anal. Comput. 1(3), 455–506 (2013)MATH Jourdain, B., Reygner, J.: Propagation of chaos for rank-based interacting diffusions and long time behaviour of a scalar quasilinear parabolic equation. Stochast. Partial Differ. Eq. Anal. Comput. 1(3), 455–506 (2013)MATH
18.
Zurück zum Zitat Jourdain, B., Zhou, A.: Existence of a calibrated regime switching local volatility model and new fake Brownian motions. Preprint (2016) Jourdain, B., Zhou, A.: Existence of a calibrated regime switching local volatility model and new fake Brownian motions. Preprint (2016)
19.
Zurück zum Zitat Fournier, N., Jourdain, B.: Stochastic particle approximation of the Keller-Segel equation and two-dimensional generalization of Bessel processes. Ann. Appl. Probab. 27(5), 2807–2861 (2017)MathSciNetCrossRef Fournier, N., Jourdain, B.: Stochastic particle approximation of the Keller-Segel equation and two-dimensional generalization of Bessel processes. Ann. Appl. Probab. 27(5), 2807–2861 (2017)MathSciNetCrossRef
20.
Zurück zum Zitat Kohatsu-Higa, A., Ogawa, S.: Weak rate of convergence for an Euler scheme of nonlinear SDE’s. Monte Carlo Meth. Appl. 3(4), 327–345 (1997)MathSciNetCrossRef Kohatsu-Higa, A., Ogawa, S.: Weak rate of convergence for an Euler scheme of nonlinear SDE’s. Monte Carlo Meth. Appl. 3(4), 327–345 (1997)MathSciNetCrossRef
21.
Zurück zum Zitat Krylov, N.V.: Lecture on Elliptic and Parabolic Equations in Sobolev Spaces. American Mathematical Society (2008) Krylov, N.V.: Lecture on Elliptic and Parabolic Equations in Sobolev Spaces. American Mathematical Society (2008)
22.
Zurück zum Zitat Ladyženskaja, O.A., Solonnikov, V.A., Uralćeva, N.: Linear and Quasi-linear Equations of Parabolic Type. American Mathematical Society, coll. Translations of Mathematical Monographs (1968) Ladyženskaja, O.A., Solonnikov, V.A., Uralćeva, N.: Linear and Quasi-linear Equations of Parabolic Type. American Mathematical Society, coll. Translations of Mathematical Monographs (1968)
23.
Zurück zum Zitat Lions, J.-L.: Equations Différentielles Opérationnelles et Problèmes aux Limites. Grundlehren der mathematischen Wissenschaften (1961) Lions, J.-L.: Equations Différentielles Opérationnelles et Problèmes aux Limites. Grundlehren der mathematischen Wissenschaften (1961)
24.
Zurück zum Zitat Méléard, S.: Asymptotic behaviour of some interacting particle systems; McKean-Vlasov and Boltzmann models. In: Probabilistic Models for Nonlinear Partial Differential Equations (Montecatini Terme, 1995). Lecture Notes in Mathematics, vol. 1627, pp. 42–95 (1996) Méléard, S.: Asymptotic behaviour of some interacting particle systems; McKean-Vlasov and Boltzmann models. In: Probabilistic Models for Nonlinear Partial Differential Equations (Montecatini Terme, 1995). Lecture Notes in Mathematics, vol. 1627, pp. 42–95 (1996)
25.
Zurück zum Zitat Méléard, S.: Monte-Carlo approximation for 2d Navier-Stokes equations with measure initial data. Probab. Theory Relat. Fields 121, 367–388 (2001)MathSciNetCrossRef Méléard, S.: Monte-Carlo approximation for 2d Navier-Stokes equations with measure initial data. Probab. Theory Relat. Fields 121, 367–388 (2001)MathSciNetCrossRef
26.
Zurück zum Zitat Mishura, Y.S., Veretennikov, A.Y.: Existence and uniqueness theorems for solutions of McKean-Vlasov stochastic equations. Preprint (2017) Mishura, Y.S., Veretennikov, A.Y.: Existence and uniqueness theorems for solutions of McKean-Vlasov stochastic equations. Preprint (2017)
27.
Zurück zum Zitat Oelschläger, K.: A martingale approach to the law of large numbers for weakly interacting stochastic processes. Ann. Probab. 12(2), 458–497 (1984)MathSciNetCrossRef Oelschläger, K.: A martingale approach to the law of large numbers for weakly interacting stochastic processes. Ann. Probab. 12(2), 458–497 (1984)MathSciNetCrossRef
28.
Zurück zum Zitat Oelschläger, K.: A law of large numbers for moderately interacting diffusion processes. Zeitschrift für Wahrscheinlichkeitstheorie und verwandte Gebiete 69(2), 279–322 (1985)MathSciNetCrossRef Oelschläger, K.: A law of large numbers for moderately interacting diffusion processes. Zeitschrift für Wahrscheinlichkeitstheorie und verwandte Gebiete 69(2), 279–322 (1985)MathSciNetCrossRef
29.
30.
Zurück zum Zitat Pope, S.B.: Turbulent Flows, 11th edn. Cambridge University Press (2011) Pope, S.B.: Turbulent Flows, 11th edn. Cambridge University Press (2011)
31.
Zurück zum Zitat Stroock, D., Varadhan, S.R.: Multidimensional Diffusion Processes. Springer-Verlag (1979) Stroock, D., Varadhan, S.R.: Multidimensional Diffusion Processes. Springer-Verlag (1979)
32.
Zurück zum Zitat Sznitman, A.S.: A propagation of chaos result for Burgers’ equation. Probab. Theor. Relat. Fields 71(4), 581–613 (1986)MathSciNetCrossRef Sznitman, A.S.: A propagation of chaos result for Burgers’ equation. Probab. Theor. Relat. Fields 71(4), 581–613 (1986)MathSciNetCrossRef
33.
Zurück zum Zitat Sznitman, A.S.: Topics in Propagation of Chaos. In: École d’Été de Probabilités de Saint-Flour XIX-1989, pp. 165–251. In: Lecture Notes in Mathematics, 1464. Springer (1989) Sznitman, A.S.: Topics in Propagation of Chaos. In: École d’Été de Probabilités de Saint-Flour XIX-1989, pp. 165–251. In: Lecture Notes in Mathematics, 1464. Springer (1989)
34.
Zurück zum Zitat Vasquez, J.L.: The Porous Medium Equation. Oxford University Publications (2006) Vasquez, J.L.: The Porous Medium Equation. Oxford University Publications (2006)
35.
Zurück zum Zitat Veretennikov, A., Yu: On strong solutions and explicit formulas for solutions of stochastic integral equations. Mat. Sb. (N.S.) 111(3), 434–452 (1980)CrossRef Veretennikov, A., Yu: On strong solutions and explicit formulas for solutions of stochastic integral equations. Mat. Sb. (N.S.) 111(3), 434–452 (1980)CrossRef
Metadaten
Titel
On the Wellposedness of Some McKean Models with Moderated or Singular Diffusion Coefficient
verfasst von
Mireille Bossy
Jean-François Jabir
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-22285-7_2