Abstract
Backward Stochastic Differential Equations (BSDEs) are Ito SDEs with a random terminal condition. While it is the case that uncontrolled BSDEs have been the topic of extensive research for a number of years, little has been done on optimal control of BSDEs. In this paper, we consider the problem of linear-quadratic control of a BSDE. A complete solution to this problem is obtained, in terms of a pair of Riccati type equations and an uncontrolled BSDE, using an approach that is based on the completion of squares technique.
The research of this author was supported by the RGC Earmarked Grants CUHK 4435/99E.
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References
M. Ait Rami and X. Y. Zhou. Linear matrix inequalities, Riccati equations, and indefinite stochastic linear quadratic control, IEEE Trans. Automat. Contr., 45, 2000, pp. 1131–1143.
B.D.O. Anderson and J.B. Moore. Optimal Control-Linear Quadratic Methods, Prentice-Hall, New Jersey, 1989.
A. Bensoussan. Lecture on stochastic control, part I, Lecture Notes in Math., 972, 1983, pp 1–39.
J.M. Bismut. An introductory approach to duality in optimal stochastic control, SIAM Rev., 20, 1978, pp 62–78.
S. Chen, X.J. Li and X.Y. Zhou. Stochastic linear quadratic regulators with indefinite control weight costs, SIAM J. Contr. Optim., 36, 1998, pp 1685–1702.
S. Chen and X.Y. Zhou. Stochastic linear quadratic regulators with indefinite control weight costs. II, SIAM Journal on Control and Optimization, 39, 2000, pp. 1065–1081.
J. Cvitanić and J. Ma. Hedging options for a large investor and forwardb-ackward SDEs, Ann. Appl. Probab., 6, 1996, pp 370–398.
N.G. Dokuchaev and X.Y. Zhou. Stochastic control problems with terminal contingent conditions, J. Math. Anal. Appl. 238, 1999, pp 143–165.
D. Duffie and L. Epstein. Stochastic differential utility, Econometrica, 60, 1992, pp 353–394.
D. Duffie, J. Ma and J. Yong. Black’s consol rate conjecture, Ann. Appl. Prob., 5, 1995, pp 356–382.
N. El Karoui, S. Peng and M.C. Quenez. Backward stochastic differential equations in finance, Math. Finance, 7, 1997, pp 1–71.
M. Kohlmann and X.Y. Zhou. Relationship between backward stochastic differential equations and stochastic controls: A linear-quadratic approach, SIAM J. Contr. Optim., 38, 2000, pp 1392–1407.
A.E.B. Lim. Quadratic hedging and mean-variance portfolio selection with random parameters in an incomplete market. (Preprint).
A.E.B. Lim and X.Y. Zhou. Linear-quadratic control of backward stochastic differential equations. SIAM J. Contr. Optim., Vol 40 No. 2, 2001, pp 450–474.
A.E.B. Lim and X.Y. Zhou. Mean-variance portfolio selection with random parameters. To appear in Math. Oper. Res, 2002.
A.E.B. Lim and X.Y. Zhou. Stochastic optimal LQR control with integral quadratic constraints and indefinite control weights. IEEE Trans. Automat. Contr., 44(7), 1999, pp 359–369.
J. Ma and J. Yong. Forward-Backward Stochastic Differential Equations and Their Applications, Lect. Notes Math., Vol. 1702, Springer-Verlag, New York, 1999.
E. Pardoux and S. Peng. Adapted solution of backward stochastic differential equation, Syst. & Contr. Lett., 14, 1990, pp 55–61.
S. Peng. A general stochastic maximum principle for optimal control problems, SIAM J. Contr. Optim., 28, 1990, pp. 966–979.
S. Peng. Backward stochastic differential equations and applications to optimal control, Appl. Math. Optim., 27, 1993, pp 125–144.
J. Yong and X.Y. Zhou. Stochastic Controls: Hamiltonian Systems and HJB Equations, Springer-Verlag, New York, 1999.
X.Y. Zhou. A unified treatment of maximum principle and dynamic programming in stochastic controls, Stoch. & Stoch. Rep., 36, 1991, pp 137–161.
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Lim, A.E.B., Zhou, X.Y. (2002). Optimal Control of Linear Backward Stochastic Differential Equations with a Quadratic Cost Criterion. In: Pasik-Duncan, B. (eds) Stochastic Theory and Control. Lecture Notes in Control and Information Sciences, vol 280. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48022-6_21
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DOI: https://doi.org/10.1007/3-540-48022-6_21
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