Abstract
A type of infinite horizon forward-backward doubly stochastic differential equations is studied. Under some monotonicity assumptions, the existence and uniqueness results for measurable solutions are established by means of homotopy method. A probabilistic interpretation for solutions to a class of stochastic partial differential equations combined with algebra equations is given. A significant feature of this result is that the forward component of the FBDSDEs is coupled with the backward variable.
Similar content being viewed by others
References
Aman, A., Owo, J. Generalized backward doubly stochastic differential equations driven by Lévy processes with continuous coefficients. Acta Math. Sin., 28: 2011–2020 (2012)
Antonelli, F. Backward-forward stochastic differential equations. Ann. Appl. Probab., 3, 777–793 (1993)
Bismut, J. Conjugate convex functions in optimal stochastic control. J. Math. Anal. Appl., 44: 384–404 (1973)
Bally, V., Matoussi, A. Weak solutions of Stochastic PDEs and Backward doubly stochastic differential equations. J. Theoret. Probab., 14: 125–164 (2001)
Cvitanic, J., Ma, J. Hedging options for a large investor and forward-backward stochastic differential equations. Ann. Appl. Probab., 6: 370–398 (1996)
El Karoui, N., Peng, S., Quenez M-C. Backward stochastic differential equations in finance. Math. Finance., 7: 1–71 (1997)
Feng, C., Wang, X., Zhao, H. Quasi-linear PDEs and forward-backward stochastic differential equations: weak solutions. J. Differential Equations, 264: 959–1018 (2018)
Hu, L., Ren, Y. Stochastic SPDIEs with nonlinear Neumann boundary conditions and generalized backward doubly stochastic differential equations driven by Lévy processes. J. Comput. Appl. Math., 229: 230–239 (2009)
Hu, Y., Peng, S. Solution of forward-backward stochastic differential equations. Probab. Theory Relat. Fields., 103: 273–283 (1995)
Li, Z., Luo, J. Reflected backward doubly stochastic differential equations with discontinuous coefficients. Acta Math. Sin., 29: 639–650 (2013)
Lin, Q. A generalized existence theorem of backward doubly stochastic differential equations. Acta Math. Sin., 26: 1525–1534 (2010)
Ma, J., Protter, P., Yong, J. Solving forward-backward stochastic differential equations explicitly-a four step scheme. Probab. Theory Relat. Fields., 98: 339–359 (1994)
Ma, J., Wu, Z., Zhang, D., Zhang, J. On wellposedness of forward-backward SDEs-a unified approach. Ann. Appl. Probab., 25: 2168–2214 (2015)
Ma, J., Yong, J. Forward-backward stochastic differential equations and their applications. Lecture Notes in Mathematics. 1702, Springer, Berlin, 1999
Nualart, D., Pardoux, E. Stochastic calculus with anticipating integrands. Probab. Theory Relat. Fields., 78: 535–581 (1988)
Pardoux, E. Backward stochastic differential equations and viscosity solutions of systems of semilinear parabolic and elliptic PDEs of second order. In: Stochastic Analysis and Related Topics VI: The Geilo Workshop, 1996, L. Decreusefond, J. Gjerde, B. Oksendal, A.S. Ustunel eds., Birkhauser, 1998, 79–127
Pardoux, E., Peng, S. Adapted solution of a backward stochastic differential equation. Systems Control Lett., 14: 55–61 (1990)
Pardoux, E., Peng, S. Backward stochastic differential equations and quasilinear parabolic partial differential equations. In: B.L. Rozovskii, R.B. Sowers (Eds.), Stochastic Partial Differential Equations, in: Lecture Notes in Control and Inform. Sci., Springer, Berlin 176: 200–217, 1992
Pardoux, E., Peng, S. Backward doubly stochastic differential equations and systems of quasilinear parabolic SPDE’s. Probab. Theory Relat. Fields., 98: 209–227 (1994)
Pardoux, E., Tang, S. Forward-backward stochastic differential equations and quasilinear parabolic PDEs. Probab. Theory Related Fields, 114: 123–150 (1999)
Peng, S. Probabilistic interpretation for systems of quasilinear parabolic partial differential equations. Stochastics., 37: 61–74 (1991)
Peng, S., Shi, Y. Infinite horizon forward-backward stochastic differential equations. Stochastic Process. Appl., 85: 75–92 (2000)
Peng, S., Shi, Y. A type of time-symmetric forward-backward stochastic differential equations. C. R. Acad. Sci. Paris, Ser. I., 336: 773–778 (2003)
Peng, S., Wu, Z. Fully coupled forward-backward stochastic differential equations and applications to optimal control. SIAM J. Control Optim., 37: 825–843 (1999)
Ren, Y., Lin, A., Hu, L. Stochastic SPDIEs and backward doubly stochastic differential equations driven by Lévy processes. J. Comput. Appl. Math., 223: 901–907 (2009)
Shi, Y., Zhao, H. Forward-backward stochastic differential equations on infinite horizon and quasilinear elliptic PDEs. J. Math.Anal.Appl., 485: 123791 (2020)
Wu, Z., Yu, Z. Fully coupled forward-backward stochastic differential equations and related partial differential equations system. Chinese Annals of Mathematics, 25A: 457–468 (2004)
Wu, Z., Yu, Z. Probabilistic interpretation for systems of parabolic partial differential equations combined with algebra equations. Stochastic Process. Appl., 124: 3921–3947 (2014)
Yong, J. Finding adapted solutions of forward-backward stochastic differential equations-method of continuation. Probab. Theory Relat. Fields., 107: 537–572 (1997)
Zhang, Q., Zhao, H. Pathwise stationary solutions of stochastic partial differential equations and backward doubly stochastic differential equations on infinite horizon. J. Funct. Anal., 252: 171–219 (2007)
Zhang, Q., Zhao, H. Stationary solutions of SPDEs and infinite horizon BDSDEs with non-Lipschitz coefficients. J. Differential Equations, 248: 953–991 (2010)
Zhang, Q., Zhao, H. SPDEs with polynomial growth coefficients and the Malliavin calculus method. Stochastic Process Appl., 123: 2228–2271 (2013)
Zhang, Q., Zhao, H. Backward doubly stochastic differential equations with polynomial growth coefficients. Discrete Con. Dyn. A, 35: 5285–5315 (2015)
Zhu, Q., Shi, Y., Gong, X. Solutions to general forward-backward doubly stochastic differential equations. J. Appl. Math. Mech., 30: 517–526 (2009)
Zhu, Q., Shi, Y. Forward-backward doubly stochastic differential equations and related stochastic partial differential equations. Sci. China Math., 55: 2517–2534 (2012)
Zhu, Q., Shi, Y., Teng, B. Forward-backward doubly stochastic differential equations with random jumps and related games. Asian J. Control, 23: 962–978 (2021)
Acknowledgments
The authors would like to thank the editors and the reviewers for their constructive comments and suggestions which helped us to improve this paper.
Author information
Authors and Affiliations
Corresponding author
Additional information
This paper is supported by the National Natural Science Foundation of China (Nos. 11871309, 11671229, 11701040, 61871058, 11871010), Fundamental Research Funds for the Central Universities (2019XD-A11), National Key R&D Program of China (2018YFA0703900), Natural Science Foundation of Shandong Province (Nos. ZR2020MA032, ZR2019MA013), Special Funds of Taishan Scholar Project (tsqn20161041), and by the Fostering Project of Dominant Discipline and Talent Team of Shandong Province Higher Education Institutions.
Rights and permissions
About this article
Cite this article
Zhu, Qf., Zhang, Lq. & Shi, Yf. Infinite Horizon Forward-Backward Doubly Stochastic Differential Equations and Related SPDEs. Acta Math. Appl. Sin. Engl. Ser. 37, 319–336 (2021). https://doi.org/10.1007/s10255-021-1009-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10255-021-1009-9
Keywords
- infinite horizon
- forward-backward doubly stochastic differential equations
- homotopy
- stochastic partial differential equation