Abstract
We consider the well-posedness problem of multi-dimensional reflected backward stochastic differential equations driven by G-Brownian motion (G-BSDEs) with diagonal generators. Two methods, including the penalization method and the Picard iteration argument, are provided to prove the existence and uniqueness of the solutions. We also study its connection with the obstacle problem of a system of fully nonlinear PDEs.
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References
Bally, V., Caballero, M.E., Fernandez, B., El Karoui, N.: Reflected BSDEs, PDEs and variational inequalities. RR-4455, INRIA, inria-00072133 (2002)
Crandall, M., Ishii, H., Lions, P.L.: User’s guide to the viscosity solutions of second order partial differential equations. Bull. Am. Math. Soc. 27, 1–67 (1992)
Denis, L., Hu, M., Peng, S.: Function spaces and capacity related to a sublinear expectation: application to \(G\)-Brownian motion pathes. Potent. Anal. 34, 139–161 (2011)
El Karoui, N., Kapoudjian, C., Pardoux, E., Peng, S., Quenez, M.C.: Reflected solutions of backward SDE’s, and related obstacle problems for PDE’s. Ann. Probab. 23(2), 702–737 (1997)
El Karoui, N., Pardoux, E., Quenez, M.C.: Reflected backward SDE’s and American options. In: Numerical Methods in Finance, pp. 215–231. Cambridge University Press (1997)
El Karoui, N., Pardoux, E., Quenez, M.C.: Backward stochastic differential equations in finance. Math. Finance 7, 1–71 (1997)
Grigorova, M., Imkeller, P., Offen, E., Ouknine, Y., Quenez, M.C.: Reflected BSDEs when the obstacle is not right-continuous and optimal stopping. Ann. Appl. Probab. 27, 172–196 (2017)
Hu, M., Ji, S., Peng, S., Song, Y.: Backward stochastic differential equations driven by \(G\)-Brownian motion. Stoch. Process. Appl. 124, 759–784 (2014)
Hu, M., Ji, S., Peng, S., Song, Y.: Comparison theorem, Feynman–Kac formula and Girsanov transformation for BSDEs driven by \(G\)-Brownian motion. Stoch. Process. Appl. 124, 1170–1195 (2014)
Hu, Y., Peng, S.: On the comparison theorem for multidimensional BSDEs. C. R. Math. Acad. Sci. Paris 343, 135–140 (2006)
Hu, Y., Tang, S., Wang, F.: Quadratic \(G\)-BSDEs with convex generators and unbounded terminal conditions. Stoch. Process. Appl. 153, 363–390 (2022)
Kobylanski, M., Lepeltier, J.P., Quenez, M.C., Torres, S.: Reflected BSDE with superlinear quadratic coefficient. Probab. Math. Stat., Fasc. 1. 22, 51–83 (2002)
Lepeltier, J.P., Xu, M.: Penalization method for reflected backward stochastic differential equations with one r.c.l.l. barrier. Stat. Probab. Lett. 75, 58–66 (2005)
Li, H., Liu, G.: Multi-dimensional reflected BSDEs driven by \(G\)-Brownian motion with diagonal generators. arXiv preprint arXiv:2310.11376 (2023)
Li, H., Peng, S.: Reflected BSDE driven by \(G\)-Brownian motion with an upper obstacle. Stoch. Process. Appl. 130(11), 6556–6579 (2020)
Li, H., Peng, S., Soumana, Hima A.: Reflected solutions of backward stochastic differential equations driven by \(G\)-Brownian motion. Sci. China Math. 61(1), 1–26 (2018)
Li, H., Song, Y.: Backward stochastic differential equations driven by \(G\)-Brownian motion with double reflections. J. Theor. Probab. 34, 2285–2314 (2021)
Li, X., Peng, S.: Stopping times and related Itô’s calculus with \(G\)-Brownian motion. Stoch. Process. Appl. 121, 1492–1508 (2011)
Liu, G.: Multi-dimensional BSDEs driven by \(G\)-Brownian motion and related system of fully nonlinear PDEs. Stochastics 92(5), 659–683 (2020)
Pardoux, E., Peng, S.: Adapted solutions of backward equations. Syst. Control Lett. 14, 55–61 (1990)
Pardoux, E., Peng, S.: Backward stochastic differential equations and quasilinear parabolic partial differential equations. In: Stochastic Partial Differential Equations and their Applications, Proc. IFIP, LNCIS, vol. 176, pp. 200–217 (1992)
Peng, S.: Backward stochastic differential equations and applications to optimal control. Appl. Math. Optim. 27(2), 125–144 (1993)
Peng, S.: \(G\)-expectation, \(G\)-Brownian Motion and Related Stochastic Calculus of Itô type. Stochastic Analysis and Applications, Abel Symp., vol. 2, pp. 541–567. Springer, Berlin (2007)
Peng, S.: Multi-dimensional \(G\)-Brownian motion and related stochastic calculus under \(G\)-expectation. Stoch. Process. Appl. 118(12), 2223–2253 (2008)
Peng, S.: Nonlinear Expectations and Stochastic Calculus under Uncertainty. Springer, Berlin, Heidelberg (2019)
Peng, S., Xu, M.: The smallest \(g\)-supermartingale and reflected BSDE with single and double \(L^{2}\) obstacles. Ann. I. H. Poincare-PR 41, 605–630 (2005)
Song, Y.: Some properties on \(G\)-evaluation and its applications to \(G\)-martingale decomposition. Sci. China Math. 54, 287–300 (2011)
Tang, S., Yong, J.: Finite horizon stochastic optimal switching and impulse controls with a viscosity solution approach. Stoch. Rep. 45(3–4), 145–176 (1993)
Wu, Z., Xiao, H.: Multi-dimensional reflected backward stochastic differential equations and the comparison theorem. Acta Math. Sci. Ser. B (Engl. Ed.) 30(5), 1819–1836 (2010)
Acknowledgements
The authors would like to thank Professor Peng Luo for helpful discussions. The authors also thank the editor and the referee for useful suggestions that improved the first version of the paper. Li’s work was supported by the Natural Science Foundation of Shandong Province for Excellent Young Scientists Fund Program (Overseas) (No. 2023HWYQ-049), the National Natural Science Foundation of China (No. 12301178) and the Qilu Young Scholars Program of Shandong University. Liu’s work was supported by National Natural Science Foundation of China (No. 12201315) and the Fundamental Research Funds for the Central Universities, Nankai University (No. 63221036).
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All authors wrote the main manuscript text; in particular, Li presented the penalization method part and Liu presented the Picard iteration method part. All authors read and approved the final version of the manuscript.
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Li, H., Liu, G. Multi-dimensional Reflected Backward Stochastic Differential Equations Driven by G-Brownian Motion with Diagonal Generators. J Theor Probab (2024). https://doi.org/10.1007/s10959-024-01334-4
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DOI: https://doi.org/10.1007/s10959-024-01334-4