Abstract
We construct Ornstein–Uhlenbeck processes with values in Banach space and with continuous paths. The drift coefficient must only generate a strongly continuous semigroup on the Hilbert space which determines the Brownian motion. We admit arbitrary starting points and consider also invariant measures for the process, generalizing earlier work in many directions. A price for the generality is that sometimes one has to enlarge the phase space but most previously known results are covered.
The constructions are based on abstract Wiener space methods, more precisely on images of abstract Wiener spaces under suitable linear transformations of the Cameron–Martin space. The image abstract Wiener measures are then given by stochastic extensions. We present the basic spaces and operators and the most important results on image spaces and stochastic extensions in some detail.
Similar content being viewed by others
References
Antoniadis, A. and Carmona, R.: Eigenfunction expansions for infinite-dimensional Ornstein-Uhlenbeck processes, Probab. Theory Related Fields 74 (1987), 31–54.
Albeverio, S., Fenstad, J. E., Høegh-Krohn, R., and Lindstrøm, T.: Nonstandard Methods in Stochastic Analysis and Mathematical Physics, Academic Press, New York, 1986.
Albeverio, S. and Röckner, M.: Stochastic differential equations in infinite dimensions: Solutions via Dirichlet forms, Probab. Theory Related Fields 89 (1991), 347–386.
Agranovich, M. S. and Vishik, M. I.: Elliptic problems with a parameter and parapolic problems of general type, Russian Math. Surveys 19 (1964), 53–157.
Arnold, L.: Stochastische Differentialgleichungen, Oldenbourg Verlag, 1973.
Balakrishnan, A. V.: Applied Functional Analysis, Springer-Verlag, Berlin, 1976.
Baxendale, P.: Gaussian measures on function spaces, Amer. J. Math. 98(4) (1976), 891–952.
Bogachev, V. I. and Röckner, M.: Mehler formula and capacities for infinite dimensional Ornstein-Uhlenbeck processes with general linear drift, submitted to Osaka J. Math.
Brzeźniak, Z.: Existence and uniqueness of solutions of initial value problems, Unpublished manuscript, 1991.
Brzeźniak, Z. and Röckle, H.: Banach space-valued Ornstein-Uhlenbeck processes, Preprint, Bochum, 1994.
Carmona, R.: Measurable norms and some Banach space-valued Gaussian processes, Duke Math. J. 44(1) (1977), 109–127.
Dudley, R. M., Feldman, J., and LeCam, L.: On seminorms and probabilities and abstract Wiener spaces, Ann. of Math. 93 (1971), 390–408.
da Prato, G. and Zabczyk, J.: Stochastic Equations in Infinite Dimensions, Cambridge Univ. Press, Cambridge, 1992.
Feldman, J.: Equivalence and perpendicularity of Gaussian processes, Pacific J. Math. 8 (1958), 699–708.
Feyel, D. and de la Pradelle, A.: Processus browniens de dimension infinie, Preprint, 1993.
Gross, L.: Measurable functions on Hilbert space, Trans. Amer. Math. Soc. 105 (1962), 372–390.
Gross, L.: Abstract Wiener spaces, Proc. 5th Berkeley Symp. Math. Stat. Prob. 2 (1965), 31–42.
Gross, L.: Potential theory on Hilbert space, J. Funct. Anal. 1 (1967), 123–181.
Guichardet, A.: Symmetric Hilbert Spaces and Related Topics, Lecture Notes in Math. 261, Springer-Verlag, Berlin, 1972.
Itô, K.: Infinite-dimensional Ornstein-Uhlenbeck processes, Taniguchi Symp. (1982), 197–224.
Itô, K.: Foundations of Stochastic Differential Equations in Infinite Dimensional Spaces, SIAM, Philadelphia, 1984.
Kallianpur, G.: Abstract Wiener processes and their reproducing kernel Hilbert spaces, Z. Wahrscheinlichkeitstheorie. verw. Geb. 17 (1971), 113–123.
Kolsrud, T.: Gaussian random fields, infinite dimensional Ornstein-Uhlenbeck processes and symmetric Markov processes, Acta Appl. Math. 12 (1988), 237–263.
Kuelbs, J.: Gaussian measures on a Banach space, J. Funct. Anal. 5 (1970), 354–367.
Kuo, H. H.: Gaussian Measures in Banach Spaces, Lecture Notes in Math. 463, Springer-Verlag, Berlin, 1975.
Lions, J. L. and Magenes, E.: Non-Homogeneous Boundary Value Problems and Applications I, Springer-Verlag, Berlin, 1972.
Millet, A. and Smolenski, W.: On the continuity of Ornstein-Uhlenbeck processes in infinite dimensions, Probab. Theory Related Fields 92 (1992), 529–547.
Pazy, A.: Semi-groups of linear operators and applications to partial differential equations, Univ. Maryland, Dept. Math., Lecture Note #10, 1974.
Ramer, R.: On nonlinear transformations of Gaussian measures, J. Funct. Anal. 15 (1974), 166–187.
Röckle, H.: Abstract Wiener spaces, infinite-dimensional Gaussian processes and applications, Dissertation, Ruhr-Universität Bochum, 1993.
Röckle, H.: Law equivalence of Banach space-valued Ornstein-Uhlenbeck processes with general drift coefficients, Preprint, Bochum, 1994.
Röckner, M.: On the transition function of the infinite-dimensional Ornstein-Uhlenbeck process given by the free quantum field, in: Potential Theory Surveys and Problems, Proc. Prague, 1987, pp. 277–293.
Röckner, M.: Lectures on ‘Dirichletforms on infinite-dimensional state spaces and applications’ held during the Summer School in Silivri, July 1990, SFB 256, Preprint No. 150, Bonn.
Schmuland, B.: Non-symmetric Ornstein-Uhlenbeck processes in Banach space via Dirichlet forms, Canad. J. Math. 45(6) (1993), 1324–1338.
Shigekawa, I.: Sobolev spaces over the Wiener space based on an Ornstein-Uhlenbeck operator, Preprint, 1990.
Wiener, N.: The average value of a functional, Proc. London Math. Soc. Ser. 2, 22(6) (1922), 454–467.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Röckle, H. Banach Space-Valued Ornstein–Uhlenbeck Processes with General Drift Coefficients. Acta Applicandae Mathematicae 47, 323–349 (1997). https://doi.org/10.1023/A:1017906903335
Issue Date:
DOI: https://doi.org/10.1023/A:1017906903335