Skip to main content
Log in

Necessary Conditions for Optimal Control of Stochastic Evolution Equations in Hilbert Spaces

  • Published:
Applied Mathematics & Optimization Submit manuscript

Abstract

We consider a nonlinear stochastic optimal control problem associated with a stochastic evolution equation. This equation is driven by a continuous martingale in a separable Hilbert space and an unbounded time-dependent linear operator.

We derive a stochastic maximum principle for this optimal control problem. Our results are achieved by using the adjoint backward stochastic partial differential equation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Ahmed, N.U.: Existence of optimal controls for a class of systems governed by differential inclusions on a Banach space. J. Optim. Theory Appl. 50(2), 213–237 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  2. Ahmed, N.U.: Relaxed controls for stochastic boundary value problems in infinite dimension. In: Optimal Control of Partial Differential Equations, Irsee, 1990. Lecture Notes in Control and Inform. Sci., vol. 149, pp. 1–10. Springer, Berlin (1991)

    Chapter  Google Scholar 

  3. Al-Hussein, A.: Backward stochastic partial differential equations driven by infinite dimensional martingales and applications. Stochastics 81(6), 601–626 (2009)

    MathSciNet  MATH  Google Scholar 

  4. Al-Hussein, A.: Maximum principle for controlled stochastic evolution equations. Int. J. Math. Analysis 4(30), 1447–1464 (2010)

    MathSciNet  MATH  Google Scholar 

  5. Al-Hussein, A.: Sufficient conditions of optimality for backward stochastic evolution equations. Commun. Stoch Analysis 4(3), 433–442 (2010)

    MathSciNet  Google Scholar 

  6. Bahlali, S., Mezerdi, B.: A general stochastic maximum principle for singular control problems. Electron. J. Probab. 10(30), 988–1004 (2005)

    MathSciNet  Google Scholar 

  7. Bensoussan, A.: Lectures on stochastic control. In: Nonlinear Filtering and Stochastic Control, Cortona, 1981. Lecture Notes in Math., vol. 972, pp. 1–62. Springer, Berlin (1982)

    Chapter  Google Scholar 

  8. Bensoussan, A.: Stochastic Control of Partially Observable Systems. Cambridge University Press, Cambridge (1992)

    Book  MATH  Google Scholar 

  9. Bismut, J.-M.: Théorie probabiliste du contrôle des diffusions. Mem. Am. Math. Soc. 4(167) (1976)

  10. Cerrai, S.: Second Order PDE’s in Finite and Infinite Dimension. A Probabilistic Approach. Lecture Notes in Mathematics, vol. 1762. Springer, Berlin (2001)

    Book  Google Scholar 

  11. Chow, P.-L.: Stochastic Partial Differential Equations. Applied Mathematics and Nonlinear Science Series. Chapman & Hall/CRC, Boca Raton (2007)

    Google Scholar 

  12. Da Prato, G., Zabczyk, J.: Stochastic Equations in Infinite Dimensions. Encyclopedia of Mathematics and Its Applications, vol. 44. Cambridge University Press, Cambridge (1992)

    Book  MATH  Google Scholar 

  13. Douglas, R.G.: On majorization, factorization, and range inclusion of operators on Hilbert space. Proc. Am. Math. Soc. 17, 413–415 (1966)

    Article  MATH  Google Scholar 

  14. Fuhrman, M., Tessitore, G.: Nonlinear Kolmogorov equations in infinite dimensional spaces: the backward stochastic differential equations approach and applications to optimal control. Ann. Probab. 30(3), 1397–1465 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  15. Grecksch, W., Tudor, C.: Stochastic Evolution Equations. A Hilbert Space Approach. Mathematical Research, vol. 85. Akademie-Verlag, Berlin (1995)

    MATH  Google Scholar 

  16. Gyöngy, I., Krylov, N.V.: On stochastics equations with respect to semimartingales. I. Stochastics 4(1), 1–21 (1980)

    MathSciNet  MATH  Google Scholar 

  17. Gyöngy, I., Krylov, N.V.: On stochastics equations with respect to semimartingales. II. Itô formula in Banach spaces. Stochastics 6(3–4), 153–173 (1982)

    MATH  Google Scholar 

  18. Haussmann, U.G.: A Stochastic Maximum Principle for Optimal Control of Diffusions. Pitman Research Notes in Mathematics Series, vol. 151. Longman Scientific & Technical, Harlow (1986)

    MATH  Google Scholar 

  19. Hu, Y., Peng, S.G.: Maximum principle for optimal control of stochastic system of functional type. Stoch. Anal. Appl. 14(3), 283–301 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  20. Kotelenez, P.: A stopped Doob inequality for stochastic convolution integrals and stochastic evolution equations. Stoch. Anal. Appl. 2(3), 245–265 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  21. Krylov, N.V., Rozovskii, B.: Stochastic evolution equations. In: Stochastic Differential Equations: Theory and Applications. Interdiscip. Math. Sci., vol. 2, pp. 1–69. World Sci., Hackensack (2007)

    Google Scholar 

  22. Kushner, H.J.: On the stochastic maximum principle: Fixed time of control. J. Math. Anal. Appl. 11, 78–92 (1965)

    Article  MathSciNet  MATH  Google Scholar 

  23. Kushner, H.J.: Necessary conditions for continuous parameter stochastic optimization problems. SIAM J. Control 10, 550–565 (1972)

    Article  MathSciNet  MATH  Google Scholar 

  24. Li, X.J., Yong, J.M.: Optimal control theory for infinite-dimensional systems. In: Systems & Control: Foundations & Applications. Birkhäuser Boston, Boston (1995)

    Google Scholar 

  25. Métivier, M.: Semimartingales. A Course on Stochastic Processes. de Gruyter Studies in Mathematics, vol. 2. Walter de Gruyter & Co., Berlin (1982)

    MATH  Google Scholar 

  26. Métivier, M., Pellaumail, J.: Stochastic Integration, Probability and Mathematical Statistics. Academic Press, New York (1980)

    Google Scholar 

  27. Métivier, M.: Stochastic Partial Differential Equations in Infinite-Dimensional Spaces. Scuola Normale Superiore, Pisa (1988)

    MATH  Google Scholar 

  28. Peng, S.G.: A general stochastic maximum principle for optimal control problems. SIAM J. Control Optim. 28(4), 966–979 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  29. Peng, S.G.: Backward stochastic differential equations and applications to optimal control. Appl. Math. Optim. 27(2), 125–144 (1993)

    Article  MATH  Google Scholar 

  30. Peszat, S., Zabczyk, J.: Stochastic Partial Differential Equations with Lévy Noise. An Evolution Equation Approach. Encyclopedia of Mathematics and Its Applications, vol. 113. Cambridge University Press, Cambridge (2007)

    Book  MATH  Google Scholar 

  31. Pontryagin, L.S.: Optimal regulation processes. Am. Math. Soc. Transl. (2) 18, 321–339 (1961)

    MathSciNet  MATH  Google Scholar 

  32. Rozovskiĭ, B.L.: Stochastic Evolution Systems. Linear Theory and Applications to Nonlinear Filtering. Translated from the Russian by A. Yarkho. Mathematics and Its Applications (Soviet Series), vol. 35. Kluwer Academic, Dordrecht (1990)

  33. Tang, S., Li, X.: Maximum principle for optimal control of distributed parameter stochastic systems with random jumps. In: Differential Equations, Dynamical Systems, and Control Science. Lecture Notes in Pure and Appl. Math., vol. 152, pp. 867–890. Dekker, New York (1994)

    Google Scholar 

  34. Tudor, C.: Optimal control for semilinear stochastic evolution equations. Appl. Math. Optim. 20(3), 319–331 (1989)

    Article  MathSciNet  MATH  Google Scholar 

  35. Yong, J., Zhou, X.Y.: Stochastic Controls. Hamiltonian Systems and HJB Equations. Springer, New York (1999)

    MATH  Google Scholar 

  36. Zhou, X.Y.: On the necessary conditions of optimal controls for stochastic partial differential equations. SIAM J. Control Optim. 31(6), 1462–1478 (1993)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to AbdulRahman Al-Hussein.

Additional information

Communicating Editor: Alain Bensoussan.

This work was supported by the Science College Research Center at Qassim University, project No. SR-D-010-092.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Al-Hussein, A. Necessary Conditions for Optimal Control of Stochastic Evolution Equations in Hilbert Spaces. Appl Math Optim 63, 385–400 (2011). https://doi.org/10.1007/s00245-010-9125-6

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00245-010-9125-6

Keywords

Navigation