Abstract
We consider Hilbert-valued evolution equations driven by Hölder paths with Hölder index greater than 1/2, which includes the case of fractional noises with Hurst parameters in (1/2,1). The assumptions of the drift term will not be enough to ensure the uniqueness of solutions. Nevertheless, adopting a multivalued setting, we will prove that the set of all solutions corresponding to the same initial condition generates a (multivalued) nonautonomous dynamical system \(\Phi \). Finally, to prove that \(\Phi \) is measurable (and hence a (multivalued) random dynamical system), we need to construct a new metric dynamical system that models the noise with the property that the set space is separable.
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References
Arnold, L.: Random Dynamical Systems. Springer Monographs in Mathematics. Springer, Berlin (1998)
Bauer, H.: Probability Theory. De Gruyter Studies in Mathematics, vol. 23. Walter de Gruyter, Berlin (1996)
Caraballo, T., Garrido-Atienza, M.J., Schmalfuss, B., Valero, J.: Non-autonomous and random attractors for delay random semilinear equations without uniqueness. Discrete Contin. Dyn. Syst. 21, 415–443 (2008)
Caraballo, T., Garrido-Atienza, M.J., Schmalfuss, B., Valero, J.: Asymptotic behavior of a stochastic semilinear dissipative functional equation without uniqueness of solutions. Discrete Contin. Dyn. Syst. Ser. B 14(2), 439–455 (2010)
Caraballo, T., Han, X., Schmalfuss, B., Valero, J.: Random attractors for stochastic lattice dynamical systems with infinite multiplicative white noise. Nonlinear Anal. 130, 255–278 (2016)
Caraballo, T., Langa, J.A., Valero, J.: Global attractors for multivalued random dynamical systems. Nonlinear Anal. 48, 805–829 (2002)
Chen, Y., Gao, H., Garrido-Atienza, M.J., Schmalfuss, B.: Pathwise solutions of SPDEs driven by Hölder-continuous integrators with exponent larger than 1/2 and random dynamical systems. Discrete Contin. Dyn. Syst. 34(1), 79–98 (2014)
Cornfeld, I.P., Fomin, S.V., Sinai, Y.G.: Ergodic Theory. Springer, New York (1982)
Duc, L.H., Garrido-Atienza, M.J., Neuenkirch, A., Schmalfuß, B.: Exponential stability of stochastic evolution equations driven by small fractional Brownian motion with Hurst parameter in \((1/2,1)\). J. Differ. Equ. 264(2), 1119–1145 (2018)
Friz, P.K., Victoir, N.B.: Multidimensional Stochastic Processes as Rough Paths. Cambridge University Press, Cambridge (2010)
Gao, H., Garrido-Atienza, M.J., Schmalfuss, B.: Random attractor for stochastic evolution equations driven by fractional Brownian motion. SIAM J. Math. Anal. 46(4), 2281–2309 (2014)
Garrido-Atienza, M.J., Lu, K., Schmalfuss, B.: Random dynamical systems for stochastic partial differential equations driven by a fractional Brownian motion. Discrete Contin. Dyn. Syst. Ser. B 14(2), 473–493 (2010)
Garrido-Atienza, M.J., Maslowski, B., Schmalfuß, B.: Random attractors for stochastic equations driven by a fractional Brownian motion. Int. J. Bifurc. Chaos Appl. Sci. Eng. 20(9), 2761–2782 (2010)
Garrido-Atienza, M.J., Neuenkirch, A., Schmalfuß, B.: Asymptotical stability of differential equations driven by Hö lder-continuous paths. J. Dyn. Differ. Equ. 30(1), 359–377 (2018)
Garrido-Atienza, M.J., Schmalfuß, B.: Ergodicity of the infinite dimensional fractional Brownian motion. J. Dyn. Differ. Equ. 23(3), 671–681 (2011)
Gess, B.: Random attractors for stochastic porous media equations perturbed by space-time linear multiplicative noise. C.R. Acad. Sci. Paris Ser. I 350, 299–302 (2012)
Gess, B., Liu, W., Röckner, M.: Random attractors for a class of stochastic partial differential equations driven by general additive noise. J. Differ. Equ. 251(4–5), 1225–1253 (2011)
Gu, A.: Random attractors of stochastic lattice dynamical systems driven by fractional Brownian motion. Int. J. Bifurc. Chaos 23, 1350041 (2013). https://doi.org/10.1142/S0218127413500417
Grecksch, W., Anh, V.V.: A parabolic stochastic differential equation with fractional Brownian motion input. Stat. Probab. Lett. 41, 337–345 (1999)
Gubinelli, M., Lejay, A., Tindel, S.: Young integrals and SPDEs. Potential Anal. Int. J. Devoted Interact. Potential Theory Probab. Theory Geom. Funct. Anal. 25, 307–326 (2006)
Johnson, R.: Some questions in random dynamical systems involving real noise processes. Stochastic dynamics (Bremen, 1997), pp. 147–180. Springer, New York (1999)
Kunita, H.: Stochastic Flows and Stochastic Differential Equations. Cambridge University Press, Cambridge (1990)
Lunardi, A.: Analytic Semigroups and Optimal Regularity in Parabolic Problems. Progress in Nonlinear Differential Equations and their Applications, vol. 16. Birkhäuser Verlag, Basel (1995)
Maslowski, B., Nualart, D.: Evolution equations driven by a fractional Brownian motion. J. Funct. Anal. 202(1), 277–305 (2003)
Maslowski, B., Schmalfuss, B.: Random dynamical systems and stationary solutions of differential equations driven by the fractional Brownian motion. Stoch. Anal. Appl. 22(6), 1577–1607 (2004)
Nualart, D., Răşcanu, A.: Differential equations driven by fractional Brownian motion. Collect. Math. 53(1), 55–81 (2002)
Samko, S.G., Kilbas, A.A., Marichev, O.I.: Fractional Integrals and Derivatives: Theory and Applications. Gordon and Breach Science Publishers, Philadelphia (1993)
Tindel, S., Tudor, C., Viens, F.: Stochastic evolution equations with fractional Brownian motion. Probab. Theory Relat. Fields 127, 186–204 (2003)
Vishik, M.I., Fursikov, A.V.: Mathematical Problems of Statistical Hydromechanics. Kluwer Academic Publishers, Dordrecht (1988)
Walters, P.: An Introduction to Ergodic Theory. Graduate Texts in Mathematics, vol. 79. Springer, New York (1982)
Young, L.C.: An integration of Höder type, connected with Stieltjes integration. Acta Math. 67, 251–282 (1936)
Zähle, M.: Integration with respect to fractal functions and stochastic calculus. I. Probab. Theory Relat. Fields 111(3), 333–374 (1998)
Acknowledgements
M.J. Garrido-Atienza was partially supported by FEDER and Spanish Ministerio de Economía y Competitividad, project MTM2015-63723-P and by Junta de Andalucía under Proyecto de Excelencia. J. Valero was partially supported by FEDER and Spanish Ministerio de Economía y Competitividad, projects MTM2015-63723-P and MTM2016-74921-P.
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Garrido-Atienza, M.J., Schmalfuss, B. & Valero, J. Setvalued Dynamical Systems for Stochastic Evolution Equations Driven by Fractional Noise. J Dyn Diff Equat 34, 79–105 (2022). https://doi.org/10.1007/s10884-019-09811-9
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DOI: https://doi.org/10.1007/s10884-019-09811-9