Stochastic maximum principle for infinite dimensional control systems

The general maximum principle is proved for an infinite dimensional controlled stochastic evolution system. The control is allowed to take values in a nonconvex set and enter into both drift and diffusion terms. The operator-valued backward stochastic differential equation, which characterizes the second-order adjoint process, is understood via the concept of "generalized solution" proposed by Guatteri and Tessitore [SICON 44 (2006)].

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

[2]  H. Kushner Necessary conditions for continuous parameter stochastic optimization problems , 1972 .

[3]  Etienne Pardoux,et al.  A Survey of Möbius Groups , 1995 .

[4]  Qingxin Meng,et al.  A Maximum Principle for Optimal Control of Stochastic Evolution Equations , 2013, SIAM J. Control. Optim..

[5]  J. Doob Stochastic processes , 1953 .

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

[7]  Ying Hu,et al.  Maximum principle for semilinear stochastic evolution control systems , 1990 .

[8]  S. Peng A general stochastic maximum principle for optimal control problems , 1990 .

[9]  Qi Lu,et al.  General Pontryagin-Type Stochastic Maximum Principle and Backward Stochastic Evolution Equations in Infinite Dimensions , 2012, 1204.3275.

[10]  Alain Bensoussan,et al.  Stochastic maximum principle for distributed parameter systems , 1983 .

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

[12]  Ying Hu,et al.  Stochastic Maximum Principle for Optimal Control of SPDEs , 2012, ArXiv.

[13]  J. Zabczyk,et al.  Stochastic Equations in Infinite Dimensions , 2008 .

[14]  Gianmario Tessitore,et al.  On the Backward Stochastic Riccati Equation in Infinite Dimensions , 2005, SIAM J. Control. Optim..

[15]  Gianmario Tessitore,et al.  Existence, uniqueness and space regularity of the adapted solutions of a backward SPDE , 1996 .