Skip to main content
Log in

Chaos Expansion of Heat Equations with White Noise Potentials

  • Published:
Potential Analysis Aims and scope Submit manuscript

Abstract

The asymptotic behavior as t→∞ of the solution to the following stochastic heat equations

$$\frac{{\partial u_t }}{{\partial t}} = \frac{1}{2}\sum\limits_{i = 1}^d {\frac{{\partial ^2 u_t }}{{\partial x_i^2 }} + w\;\diamondsuit \;u_t ,{\text{ 0}} < t < \infty ,\;x \in \mathbb{R}^d ,{\text{ }}u_0 (x) = 1} $$

is investigated, where w is a space-time white noise or a space white noise. The use of ⋄ means that the stochastic integral of Itô (Skorohod) type is considered. When d=1, the exact ℒ2 Lyapunov exponents of the solution are studied. When the noise is space white and when d<4 it is shown that the solution is in some “flat” ℒ2 distribution spaces. The Lyapunov exponents of the solution in these spaces are also estimated. The exact rate of convergence of the solution by its first finite chaos terms are also obtained.

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. Abramowitz, M. and Stegun, I. A.: Handbook of Mathematical Functions, Dover Publications, INC, New York, 1992.

    Google Scholar 

  2. Benth, F. E.: 'On the positivity of the stochastic heat equation', Potential Anal. 6 (1997), 127-148.

    Google Scholar 

  3. Carmona, R.: Random Schrödinger operators, In: École d'été de probabilités de Saint-Flour, XIV (1984), Lecture Notes in Math. 1180, Springer, Berlin, 1986, pp. 1-124.

    Google Scholar 

  4. Carmona, R. and Lacroix, J.: Spectral Theory of Random Schrödinger Operators. Probability and its Applications, Birkhäuser, Boston, 1990.

    Google Scholar 

  5. Carmona, R. A. and Molchanov, S. A.: 'Stationary parabolic Anderson model and intermittency', Probab. Theory Related Fields 102(4) (1995), 433-453.

    Google Scholar 

  6. Carmona, R. A. and Viens, F. G.: 'Almost-sure exponential behavior of a stochastic Anderson model with continuous space parameter', Stochastics Stochastics Rep. 62(3-4) (1998), 251-273.

    Google Scholar 

  7. Carmona, R., Viens, F. G. and Molchanov, S. A.: 'Sharp upper bound on the almost-sure exponential behavior of a stochastic parabolic partial differential equation', Random Oper. Stochastic Equations 4(1) (1996), 43-49.

    Google Scholar 

  8. Davies, E. B.: Spectral Theory and Differential Operators, Cambridge Stud. Adv. Math. 42, Cambridge Univ. Press, Cambridge, 1995.

    Google Scholar 

  9. Deck, Th. and Potthoff, J.: 'On a class of stochastic partial differential equations related to turbulent transport', Probab. Theory Related Fields 111 (1998), 101-122.

    Google Scholar 

  10. Erdélyi, A.,Magnus, W., Oberhettinger, F. and Tricomi, F. G.: High Transcendental Functions, Vol. 3, McGraw-Hill, 1955.

  11. Glimm, J. and Jaffe, A.: Quantum Physics. A Functional Integral Point of View, 2nd edn, Springer-Verlag, New York, 1987.

    Google Scholar 

  12. Holden, H., Øksendal, B., Ubøe, J. and Zhang, T. S.: Stochastic Partial Differential Equations, Birkhäuser, 1996.

  13. Hu, Y. Z. and Kallianpur, G.: Exponential integrability and application to stochastic quantization, Appl. Math. Optim. 37(3) (1998), 295-353.

    Google Scholar 

  14. Hu, Y. Z.: 'Itô-Wiener chaos expansion with exact residual and correlation, variance inequalities', J. Theoret. Probab. 10(4) (1997), 835-848.

    Google Scholar 

  15. Hu, Y. Z.: 'On the self-intersection local time of Brownian motion-via chaos expansion', Publ. Mat. 40(2) (1996), 337-350.

    Google Scholar 

  16. Hu, Y. Z.: Self-intersection local time of fractional Brownian motion-via chaos expansion, Preprint, 1998.

  17. Hida, T., Kuo, H.-H., Potthoff, J. and Streit, L.: White Noise. An Infinite-Dimensional Calculus, Math. Appl. 253, Kluwer Academic Publishers, Dordrecht, 1993.

    Google Scholar 

  18. Imkeller, P., Pérez-Abreu, V. and Vives, J.: 'Chaos expansions of double intersection local time of Brownian motion in ℝd and renormalization', Stochastic Process. Appl. 56(1) (1995), 1-34.

    Google Scholar 

  19. Imkeller, P. and Yan, J. A.: 'Multiple intersection local time of planar Brownian motion as a particular Hida distribution', J. Funct. Anal. 140(1) (1996), 256-273.

    Google Scholar 

  20. Mueller, C.: 'Long-time existence for the heat equation with a noise term', Probab. Theory Related Fields 9 (1991), 505-517.

    Google Scholar 

  21. Nualart, D. and Rozovskii, B.: 'Weighted stochastic Sobolev spaces and bilinear SPDEs driven by space-time white noise', J. Funct. Anal. 149 (1997), 200-225.

    Google Scholar 

  22. Nualart, D. and Zakai, M.: 'Generalized Brownian functionals and the solution to a stochastic partial differential equation', J. Funct. Anal. 84(2) (1989), 279-296.

    Google Scholar 

  23. Potthoff, J., Våge, G. and Watanabe, H.: 'Generalized solutions of linear parabolic stochastic partial differential equations', Appl. Math. Optim. 38 (1998), 95-107.

    Google Scholar 

  24. Piatnitski, A. L., Zhao, H. Z. and Zheng, W. A.: Homogenization approximation to linear SPDEs in multi-dimensions, Preprint, 1998.

  25. Rivasseau, V.: From Perturbative to Constructive Renormalization, Princeton Ser. Phys., Princeton Univ. Press, Princeton, NJ, 1991.

    Google Scholar 

  26. Simon, B.: The P(φ)2 Euclidean (Quantum) Field Theory, Princeton Ser. Phys., Princeton Univ. Press, Princeton, NJ, 1974.

    Google Scholar 

  27. Stroock, D. W.: 'Diffusion semigroups corresponding to uniformly elliptic divergence form operator', In: Lecture Notes in Math. 1321, Springer-Verlag, 1988, pp. 316-347.

  28. Uemura, H.: 'Construction of the solution of 1-dimensional heat equation with white noise potential and its asymptotic behavior', Stochastic Anal. Appl. 14 (1996), 487-506.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Hu, Y. Chaos Expansion of Heat Equations with White Noise Potentials. Potential Analysis 16, 45–66 (2002). https://doi.org/10.1023/A:1024878703232

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1024878703232

Navigation