Abstract
The aim of this article is to present the theory of backward stochastic differential equations, in short BSDEs, and its connections with viscosity solutions of systems of semilinear second order partial differential equations of parabolic and elliptic type, in short PDEs. Linear BSDEs appeared long time ago, both as the equations for the adjoint process in stochastic control, as well as the model behind the Black and Scholes formula for the pricing and hedging of options in mathematical finance. These linear BSDEs can be solved more or less explicitly (see proof of Theorem 1.4).
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References
F. Antonelli: Backward-forward stochastic differential equations, Annals of Applied Prob. 3, 777–793, 1993.
G. Barles: Solutions de viscosité des équations de Hamilton—Jacobi du premier ordre et applications, Mathématiques et Applications 17, Springer 1994.
G. Barles, R. Buckdahn, E. Pardoux: Backward stochastic differential equations and integral—partial differential equations, Stochastics and Stochastics Reports 60, 57–83, 1997.
G. Barles, J. Burdeau: The Dirichlet problem for semilinear second order degenerate elliptic equations, and applications to stochastic exit time problems, Commun. Partial Differ. Equations, 20, 129–178, 1995.
R. Buckdahn: Backward stochastic differential equations driven by a martingale, preprint.
R. Buckdahn, Y. Hu: Pricing of contingent claims in an incomplete market with jump stock price, submitted.
M.G. Crandall, H. Ishii, P.L. Lions: User’s guide to viscosity solutions of second order partial differential equations, Bull. Amer. Math. Soc. 27, 1–67, 1992.
J. Cvitanic, J. Ma: Hedging options for a large investor and forward—backward SDE’s, Ann. of Applied Prob., 6, 370–398, 1996.
R. Darling: Constructing gamma—martingales with prescribed limits, using backward SDE, Ann. Prob. 23, 1234–1261, 1995.
R.W.R. Darling, E. Pardoux: Backwards SDE with random terminal time, and applications to semilinear elliptic PDE, Annals of Prob., 25, 1135–1159, 1997.
D. Duffie, L. Epstein: Stochastic differential utility, Econometrica 60, 353–394, 1992.
D. Duffie, L. Epstein: Asset pricing with stochastic differential utility, The Review of Financial Studies 5, 411–436, 1992.
D. Duffie, P.L. Lions: PDE solutions of stochastic differential utility, J. of Math. Econ. 21, 577–606, 1992.
D. Duffie, J. Ma, J. Yong: Black’s consol rate conjecture, Annals of Applied Prob. 5, 356–382, 1994.
E. B. Dynkin: Superprocesses and partial differential equations, Annals of Prob. 21, 1185–1262, 1993.
N. El Karoui, M. Jeanblanc—Picqué: Optimization of consumption with labor income, submitted.
N. El Karoui, C. Kapoudjian, E. Pardoux, S. Peng, M.C. Quenez: Reflected solutions of backward SDE’s, and related obstacle problems for PDE’s, Annals of Prob., 85, 702–737, 1997.
N. El Karoui, S. Peng, M.C. Quenez: Backward stochastic differential equations in Finance, Math. Finance, 7 1–71, 1997.
N. El Karoui, M. C. Quenez: Nonlinear pricing theory and backward stochastic differential equations, to appear.
W.H. Fleming, H.M. Soner: Controlled Markov processes and viscosity solutions, Applications of Mathematics, Springer 1993.
A. Gegout-Petit, E. Pardoux: Equations différentielles stochastiques rétrogrades réfléchies dans un convexe, Stochastics and Stochastics Reports, 57, 111–128, 1996.
S. Hamadène: Equations différentielles stochastiques rétrogrades: le cas localement lipschitzien, Ann. Inst. Henri Poincaré 32, 645–660, 1996.
S. Hamadène: Nonzero sum linear—quadratic stochastic differential games and backward—forward equations, J. Stoch. Anal, and Appl., to appear.
S. Hamadène: Backward—forward stochastic differential equations and stochastic games, submitted.
S. Hamadène, J.P. Lepeltier: Zero—sum stochastic differential games and backward equations, Systems & Control Letters 24, 259–263, 1995.
S. Hamadène, J.P. Lepeltier: Backward equations, stochastic control and zero—sum stochastic differential games Stochastics & Stochastics reports 54, 221–231, 1995.
S. Hamadène, J. P. Lepeltier, S. Peng: BSDE with continuous coefficients and application to Markovian nonzero sum stochastic differential games, submitted.
Y. Hu: Probabilistic interpretation for a system of quasilinear elliptic partial differential equations with Neumann boundary conditions, Stoc. Proc. & Appl. 48, 107–121, 1993.
Y. Hu, S. Peng: Probabilistic interpretation for systems of quasilinear parabolic partial differential equations, Stochastics & Stochastics Rep. 37, 61–74, 1991.
Y. Hu, S. Peng: Solution of forward-backward stochastic differential equations Probab. Theory Relat. Fields 103, 273–283, 1995
H. Ishii, S. Koike: Viscosity solutions for monotone systems of second—order elliptic PDEs, Commun. in Partial Differential Equations 16–17, 1095–1128, 1991.
J. P. Lepeltier, J. San Martin: Backward stochastic differential equations with continuous generator, Proba. and Stat. Letters, to appear.
J. Ma, P. Protter, J. Yong: Solving forward-backward stochastic differential equations explicitly — a four step scheme, Probab. Theory & Rel. Fields 98, 339–359, 1994.
H. P. MacKean: A class of Markov processes associated with nonlinear parabolic equations, Proc. Nat. Acad. Sci. 56, 1907–1911, 1966.
G. N. Milstein: On the probability—theoretic solution of linear systems of elliptic and parabolic equations, Th. of Probability and its Applic. 23, 820–824, 1978.
E. Pardoux: Generalized discontinuous BSDEs, in Backward Stochastic Differential Equations, N. El Karoui and L. Marzliah, eds., Pitman Research Notes in Math., 364, 207–219, Addison Welsey, 1997.
E. Pardoux, S. Peng: Adapted solution of a backward stochastic differential equation, Systems & Control letters 14, 55–61, 1990.
E. Pardoux, S. Peng: Backward SDEs and quasilinear PDEs, in Stochastic partial differential equations and their applications, B.L. Rozovskii &; R. Sowers eds., LNCIS 176, Springer 1992.
E. Pardoux, S. Peng: Backward doubly stochastic differential equations and systems of quasilinear SPDEs. Probab. Theory Relat. Fields 98, 209–227, 1994.
E. Pardoux, F. Pradeilles, Z. Rao: Probabilistic interpretation for a system of semilinear parabolic partial differential equations, Ann. Inst. H. Poincaré, 33, 467–490, 1997.
E. Pardoux, A. Rascanu: Backward SDEs with subdifferential operator and related variational ineqaulities, submitted.
E. Pardoux, S. Tang: Backward—forward SDE, and systems of quasilinear PDEs, submitted.
E. Pardoux, A. Veretennikov: Averaging of backward stochastic differential equations, and application to semilinear PDE’s, Stochastics & Stochastics Reports, 60, 255–277, 1997.
E. Pardoux, S. Zhang: Generalized BSDEs and nonlinear Neumann boundary value problems, Probab. Theory & Related Fields, to appear.
S. Peng: Probabilistic interpretation for systems of quasilinear parabolic partial differential equations, Stochastics & Stochastics Reports 37, 61–74, 1991.
S. Peng: A generalized dynamic programing principle and Hamilton—Jacobi—Bellman equations, Stochastics & Stochastics Reports 38, 119–134, 1992.
S. Peng: Backward stochastic differential equation and it’s application in optimal control, Appl. Math. & Optim. 27, 125–144, 1993.
F. Pradeilles: Propagation d’onde dans les équations de réaction—diffusion, submitted.
F. Pradeilles: Wave front propagation for reaction—diffusion systems and backward SDE’s, Annals of Prob., to appear.
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Pardoux, É. (1998). Backward Stochastic Differential Equations and Viscosity Solutions of Systems of Semilinear Parabolic and Elliptic PDEs of Second Order. In: Decreusefond, L., Øksendal, B., Gjerde, J., Üstünel, A.S. (eds) Stochastic Analysis and Related Topics VI. Progress in Probability, vol 42. Birkhäuser, Boston, MA. https://doi.org/10.1007/978-1-4612-2022-0_2
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DOI: https://doi.org/10.1007/978-1-4612-2022-0_2
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