Infinite dimensional weak Dirichlet processes and convolution type processes

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Abstract

The present paper continues the study of infinite dimensional calculus via regularization, started by C. Di Girolami and the second named author, introducing the notion of weak Dirichlet process in this context. Such a process X, taking values in a Banach space H, is the sum of a local martingale and a suitable orthogonal process. The concept of weak Dirichlet process fits the notion of convolution type processes, a class including mild solutions for stochastic evolution equations on infinite dimensional Hilbert spaces and in particular of several classes of stochastic partial differential equations (SPDEs). In particular the mentioned decomposition appears to be a substitute of an Itô’s type formula applied to f(t,X(t)) where f:[0,T]×H→R is a C0,1 function and X a convolution type process.

Original languageEnglish
Pages (from-to)325-357
Number of pages33
JournalStochastic Processes and their Applications
Volume127
Issue number1
DOIs
Publication statusPublished - 1 Jan 2017
Externally publishedYes

Keywords

  • Calculus via regularization
  • Convolution type processes
  • Covariation and quadratic variation
  • Dirichlet processes
  • Generalized Fukushima decomposition
  • Infinite dimensional analysis
  • Stochastic partial differential equations
  • Tensor analysis

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