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On the Continuity of Pathwise Solutions to Langevin Equations in Infinite Dimensions
Authors:Horst Osswald  Jiang-Lun Wu
Affiliation:(1) Mathematisches Institut der LMU-München, Theresienstr. 39, D-80333 München, Germany. e-mail;(2) Department of Mathematics, University of Wales Swansea, Singleton Park, Swansea SA2 8PP, United Kingdom. e-mail
Abstract:We fix a rich probability space (OHgr,F,P). Let (H,VerbarsdotVerbar) be a separable Hilbert space and let mgr be the canonical cylindrical Gaussian measure mgr on H. Given any abstract Wiener space (H,B,mgr) over H, and for every Hilbert–Schmidt operator T: HsubBrarrH which is (|{sdot}|,VerbarsdotVerbar)-continuous, where |{sdot}| stands for the (Gross-measurable) norm on B, we construct an Ornstein–Uhlenbeck process xgr: (OHgr,F,P)×[0,1]rarr(B,|{sdot}|) as a pathwise solution of the following infinite-dimensional Langevin equation dxgrt=dbt+T(xgrt)thinspdt with the initial data xgr0=0, where b is a B-valued Brownian motion based on the abstract Wiener space (H,B,mgr). The richness of the probability space (OHgr,F,P) then implies the following consequences: the probability space OHgr is independent of the abstract Wiener space (H,B,mgr) (in the sense that (OHgr,F,P) does not depend on the choice of the Gross-measurable norm |{sdot}|) and the space CB consisting of all continuous B-valued functions on [0,1] is identical with the set of all paths of xgr. Finally, we present a way to obtain pathwise continuous solutions xgr:dxgrt=

$$sqrt {left| alpha right|beta }$$
thinspdbt+agrsdotxgrtthinspdtwith initial data xgr0=0, where agr,betaisinR,agrne0 and 0<beta.
Keywords:abstract Wiener spaces  Langevin equations  Ornstein–  Uhlenbeck processes  Hilbert–  Schmidt operators  continuity of pathwise solutions  rich probability spaces  Loeb measure spaces  nonstandard analysis
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