On the Backward Stochastic Riccati Equation in Infinite Dimensions

We study backward stochastic Riccati equations (BSREs) arising in quadratic optimal control problems with infinite dimensional stochastic differential state equations. We allow the coefficients, both in the state equation and in the cost, to be random. In such a context BSREs are backward stochastic differential equations existing in a non-Hilbert space and involving quadratic nonlinearities. We propose two different notions of solutions to BSREs and prove, for both of them, existence and uniqueness results. We also show that such solutions allow us to perform the synthesis of the optimal control. Finally we apply our results to the optimal control of a delay equation and of a wave equation with random damping.

[1]  Alain Bensoussan,et al.  Representation and Control of Infinite Dimensional Systems, 2nd Edition , 2007, Systems and control.

[2]  G. Tessitore,et al.  Nonlinear Kolmogorov equations in infinite dimensional spaces: the backward stochastic differential equations approach and applications to optimal control , 2002 .

[3]  T. Kurtz,et al.  Stochastic equations in infinite dimensions , 2006 .

[4]  Ying Hu,et al.  Adapted solution of a backward semilinear stochastic evolution equation , 1991 .

[5]  J. Bismut,et al.  Controle des systemes lineaires quadratiques : Applications de l’integrale stochastique , 1978 .

[6]  X. Zhou,et al.  Continuous-Time Mean-Variance Portfolio Selection: A Stochastic LQ Framework , 2000 .

[7]  Marco Fuhrman,et al.  Generalized Directional Gradients, Backward Stochastic Differential Equations and Mild Solutions of Semilinear Parabolic Equations , 2005 .

[8]  S. Peng,et al.  Adapted solution of a backward stochastic differential equation , 1990 .

[9]  Shanjian Tang,et al.  Global Adapted Solution of One-Dimensional Backward Stochastic Riccati Equations, with Application to the Mean-Variance Hedging , 2002 .

[10]  Michael Kohlmann,et al.  New Developments in Backward Stochastic Riccati Equations and Their Applications , 2001 .

[11]  Shige Peng,et al.  Open Problems on Backward Stochastic Differential Equations , 1998, Control of Distributed Parameter and Stochastic Systems.

[12]  乔花玲,et al.  关于Semigroups of Linear Operators and Applications to Partial Differential Equations的两个注解 , 2003 .

[13]  A. Lunardi Analytic Semigroups and Optimal Regularity in Parabolic Problems , 2003 .

[14]  Michael Kohlmann,et al.  Multidimensional Backward Stochastic Riccati Equations and Applications , 2002, SIAM J. Control. Optim..

[15]  Xun Yu Zhou,et al.  Backward stochastic differential equations and stochastic controls , 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

[16]  Shige Peng,et al.  Stochastic Hamilton-Jacobi-Bellman equations , 1992 .

[17]  J. Hale Theory of Functional Differential Equations , 1977 .

[18]  Jerzy Zabczyk,et al.  Ergodicity for Infinite Dimensional Systems: Appendices , 1996 .

[19]  J. Zabczyk Parabolic equations on Hilbert spaces , 1999 .

[20]  J. Lepeltier,et al.  Existence for BSDE with superlinear–quadratic coefficient , 1998 .

[21]  Gianmario Tessitore,et al.  Some remarks on the Riccati equation arising in an optimal control problem with state- and control-dependent noise , 1992 .

[22]  Shanjian Tang,et al.  General Linear Quadratic Optimal Stochastic Control Problems with Random Coefficients: Linear Stochastic Hamilton Systems and Backward Stochastic Riccati Equations , 2003, SIAM J. Control. Optim..

[23]  M. Kobylanski Backward stochastic differential equations and partial differential equations with quadratic growth , 2000 .

[24]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[25]  X. Zhou,et al.  Stochastic Controls: Hamiltonian Systems and HJB Equations , 1999 .

[26]  J. Bismut Linear Quadratic Optimal Stochastic Control with Random Coefficients , 1976 .