Equations Involving Malliavin Calculus Operators Applications and Numerical Approximation /

This book provides a comprehensive and unified introduction to stochastic differential equations and related optimal control problems. The material is new and the presentation is reader-friendly. A major contribution of the book is the development of generalized Malliavin calculus in the framework o...

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Main Authors: Levajković, Tijana. (Author, http://id.loc.gov/vocabulary/relators/aut), Mena, Hermann. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:SpringerBriefs in Mathematics,
Subjects:
Online Access:https://doi.org/10.1007/978-3-319-65678-6
Table of Contents:
  • 1 White Noise Analysis and Chaos Expansions: 1.1 Introduction
  • 1.3 Deterministic background
  • 1.2 Spaces of random variables
  • 1.4 Stochastic processes
  • 1.5 Operators
  • References
  • 2 Generalized Operators of Malliavin Calculus: 2.1 Introduction
  • 2.1 The Malliavin derivative
  • 2.2 The Skorokhod integral
  • 2.3 The Ornstein-Uhlenbeck operator
  • 2.4 Properties of the Malliavin operators
  • 2.5 Fractional operators of the Malliavin calculus
  • References
  • 3 Equations involving Mallivin Calculus Operators: 3.1 Introduction
  • 3.2 Equations with the Ornstein-Uhlenbeck operator
  • 3.3 First order equation with the Malliavin derivative operator
  • 3.4 Nonhomogeneous equation with the Malliavin derivative operator
  • 3.5 Wick-type equations involving the Malliavin derivative
  • 3.6 Integral equation
  • References
  • 4 Applications and Numerical Approximation: 4.1 Introduction
  • 4.1 A stochastic optimal control problem
  • 4.3 Operator differential algebraic equations
  • 4.4 Stationary equations
  • 4.5 A fractional optimal control problem
  • 4.6 Numerical approximation
  • References.