Existence and transportation inequalities for fractional stochastic differential equations

Existence and transportation inequalities for fractional stochastic differential equations

In this work, we establish the existence and uniqueness of solutions for a fractional stochastic differential equation driven by countably many Brownian motions on bounded and unbounded intervals. Also, we study the continuous dependence of solutions on initial data. Finally, we establish the transportation quadratic cost inequality for some classes of fractional stochastic equations and continuous dependence of solutions with respect Wasserstein distance.

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  • [1] Abbas S, Benchohra M, Graef JR, Henderson J. Implicit Fractional Differential and Integral Equations. Existence and Stability. De Gruyter Series in Nonlinear Analysis and Applications 26. Berlin: De Gruyter, 2018.
  • [2] Ouaddaha A, Henderson J, Nieto JJ, Ouahab A. A fractional Bihari inequality and some applications to fractional differential equations and stochastic equations, Mediterranean Journal of Mathematics 2021; 18 (6): Paper No. 242, 44 pp. doi: 10.1007/s00009-021-01917-z
  • [3] Ambrosio L, Gigli N, Savaré G. Gradient Flows in Metric Spaces and in the Space of Probability Measures. Lectures in Mathematics, ETH Zürich. Basel: Birkhäuser, 2005.
  • [4] Bao J, Wang FY, Yuan C. Transportation cost inequalities for neutral functional stochastic equations. Zeitschrift für Analysis und ihre Anwendungen 2013; 32: 457-475. doi: 10.1007/s10114-020-9031-z
  • [5] Blouhi T, Caraballo T, Ouahab A. Existence and stability results for semilinear systems of impulsive stochastic differential equations with fractional Brownian motion. Stochastic Analysis and Applications 2016; 34: 792-834. doi: 10.1080/07362994.2016.1180994
  • [6] Blouhi T, Caraballo T, Ouahab A. Topological method for coupled systems of impulsive stochastic semilinear differential inclusions with fractional Brownian motion. Fixed Point Theory 2019; 20: 71-106. doi: 10.24193/fptro.2019.1.05
  • [7] Bobkov S, Götze F. Exponential integrability and transportation cost related to logarithmic Sobolev inequalities. Journal of Functional Analysis 1999; 163: 1-28. doi: 10.1006/jfan.1998.3326
  • [8] Boufoussi B, Hajji S. Neutral stochastic functional differential equations driven by a fractional Brownian motion in a Hilbert space. Statistics & Probability Letters 2012; 82: 1549-1558. doi: 10.1016/j.spl.2012.04.013
  • [9] Boufoussi B, Hajji S. Transportation inequalities for neutral stochastic differential equations driven by fractional Brownian motion with Hurst parameter lesser than 1/2, Mediterranean Journal of Mathematics 2017; 14: 1-16. doi: 10.1007/s00009-017-0992-9
  • [10] Burkholder DL. Martingale transforms, The Annals of Mathematical Statistics 1966; 37: 1494-1504. doi: 10.1214/aoms/1177699141
  • [11] Burkholder DL, Gundy RF. Extrapolation and interpolation of quasi-linear operators on martingales, Acta Mathematica 1970; 124: 249-304. doi: 10.1007/bf02394573
  • [12] Cao G, He K. On a type of stochastic differential equations driven by countably many Brownian motions. Journal of Functional Analysis 2003; 203: 262-285. doi: 10.1016/s0022-1236(03)00066-1
  • [13] Cui J, Yan L. Existence result for fractional neutral stochastic integro-differential equations with infinite delay. Journal of Physics A: Mathematical and General 2011; 44 (33): 335201 16 pp. doi: 10.1088/1751-8113/44/33/335201
  • [14] Diethelm D. The Analysis of Fractional Differential Equations. Springer, Braunschweig, Germany, 2004.
  • [15] Ding XL, Cao-Labora D, Nieto JJ. A new generalized Gronwall inequality with a double singularity and its applications to fractional stochastic differential equations. Stochastic Analysis and Applications 2019; 37 (6): 1042-1056. doi: 10.1088/1751-8113/44/33/335201
  • [16] Djellout H, Guillin A, Wu L. Transportation cost-information inequalities and applications to random dynamical systems and diffusions. The Annals of Probability 2004; 32: 2702-2732. doi: 10.2307/3481645
  • [17] Doan TS, Huong PT, Kloeden PE, Tuan HT. Asymptotic separation between solutions of Caputo fractional stochastic differential equations. Stochastic Analysis and Applications 2018; 36: 654-664. doi: 10.1080/07362994.2018.1440243
  • [18] Doan TS, Huong PT, Kloeden PE, Vu AM. Euler-Maruyama scheme for Caputo stochastic fractional differential equations. Journal of Computational and Applied Mathematics 2020; 380: 112989. 15pp, doi: 10.1016/j.cam.2020.112989
  • [19] Graef JR, Henderson J, Ouahab A. Fractional differential inclusions in the Almgren sense. Fractional Calculus and Applied Analysis 2015; 18: 673-686. doi: 10.1515/fca-2015-0041
  • [20] Guilan C, Kai H. On a type of stochastic differential equations driven by countably many Brownian motions. Journal of Functional Analysis 2003; 203: 262-285. doi: 10.1016/s0022-1236(03)00066-1
  • [21] Guillin A, Léonard C, Wu LM, Yao N. Transportation information inequalities for Markov processes. Probability Theory and Related Fields 2009; 144: 669-696. doi: 10.1007/s00440-008-0159-5.
  • [22] Han X, Kloeden PE. Random Ordinary Differential Equations and Their Numerical Solution. Springer, 2017.
  • [23] Karatzas I, Shreve SE. Brownian Motion and Stochastic Calculus. Springer-Verlag, Berlin, 1991.
  • [24] Karoui N El, Peng S, Quenez MC. Backward Stochastic Differential in Finance, Lab. Probab. Univ. Paris VI 260 1994.
  • [25] Kilbas AA, Srivastava HM, Trujillo JJ. Theory and Applications of Fractional Differential Equations, North-Holland Mathematics Studies, 204, Elsevier Science B. V. Amsterdam, 2006.
  • [26] Ledoux M. The Concentration of Measure Phenomenon. Mathematical Surveys and Monographs 89. American Mathematical Society, Providence RI, 2001.
  • [27] Li Z, Luo J. Transportation inequalities for stochastic delay evolution equations driven by fractional Brownian motion. Frontiers of Mathematics in China 201;, 10: 303-321. doi: 10.1007/s00440-008-0159-5
  • [28] Malinowska AB, Torres DFM. Introduction to the Fractional Calculus of Variations. Imperial College Press, London, 2012.
  • [29] Mao X. Stochastic Differential Equations and Applications, Ellis Horwood, Chichester, UK, 1997.
  • [30] Mekki S, Blouhi T, Nieto JJ, Ouahab A. Some existence results for systems of impulsive stochastic differential equations. Annales Mathematicae Silesianae 2021; 35: 260-281. doi: 10.2478/amsil-2020-0028
  • [31] Øksendal B. Stochastic Differential Equations: An Introduction with Applications (Fourth Edition) Springer-Verlag, Berlin, 1995.
  • [32] Otto F, Villani C. Generalization of an inequality by Talagrand and links with the logarithmic Sobolev inequality. Journal of Functional Analysis 2000; 173: 361-400. doi: 10.1006/jfan.1999.3557.
  • [33] Pardoux E, Rascanu A. Stochastic Differential Equations, Backward SDEs, Partial Differential Equations, Stochastic Modelling and Applied Probability, 69. Springer, Cham, 2014.
  • [34] Da Prato G, Zabczyk J. Stochastic Equations in Infinite Dimensions, Cambridge University Press, Cambridge, 1992.
  • [35] Sakthivel R, Revathi P, Ren Y. Existence of solutions for nonlinear fractional stochastic differential equations. Nonlinear Analysis, Theory, Methods and Applications 2013; 81: 70-86. doi: 10.1016/j.na.2012.10.009.
  • [36] Samko SG, Kilbas AA, Marichev OI. Fractional Integrals and Derivatives, Theory and Applications, Gordon and Breach, Yverdon, 1993.
  • [37] Saussereau B. Transportation inequalities for stochastic differential equations driven by a fractional Brownian motion. Bernoulli 2012; 18: 1-23. doi: 10.3150/10-BEJ324
  • [38] Talagrand M. Transportation cost for Gaussian and other product measures, Geometric and Functional Analysis, 1996, 6: 587-600. doi: 10.1007/bf02249265.
  • [39] Villani C. Optimal Transport: Old and New. Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences] 338. Springer, Berlin, 2009.
  • [40] Yang H, Kloeden PE, Wu F. Weak solution of stochastic differential equations with fractional diffusion coefficient. Stochastic Analysis and Applications 2018; 36 (4): 613-621. doi: 10.1080/07362994.2018.1434005
  • [41] Ye HP, Gao JM, Ding YS. A generalized Gronwall inequality and its application to a fractional differential equation. Journal of Mathematical Analysis and Applications 2007; 328: 1075-1081. doi: 10.1016/j.jmaa.2006.05.061
  • [42] Zhou Y, Wang J, Zhang L. Basic Theory of Fractional Differential Equations. Second edition. World Scientific Publishing Co. Pte. Ltd., Hackensack, NJ, 2017.