Stochastic systems

Stochastic systems: uncertainty quantification and propagation

by Grigoriu, Mircea

Type Book
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Annotation. This title offers accurate, efficient methods for solving stochastic equations, with a focus on formulating equations that apply to problems in engineering and applied sciences. Throughout the book, numerous examples illustrate essential theoretical concepts, models and methods.

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Title Statements

  • Full title :Stochastic systems : uncertainty quantification and propagation / Mircea Grigoriu.

Summary

Annotation. This title offers accurate, efficient methods for solving stochastic equations, with a focus on formulating equations that apply to problems in engineering and applied sciences. Throughout the book, numerous examples illustrate essential theoretical concepts, models and methods.

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Edition Statements

  • Publication Date:©2012.

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:London
  • Language:eng
  • Publication Date:©2012.

The Physical Object

  • Description:1 online resource (xi, 529 p.).

Edition Identifiers

  • ISBN:9781447123279, 1447123271, 1447123263, 9781447123262
  • DOI:10.1007/978-1-4471-2327-9
  • oclc:ocn905285338
  • Dewey Decimal:519.2/3

Table of Contents

Introduction -- Essentials of Probability Theory -- Random Functions -- Stochastic Integrals -- Itô's Formula and Applications -- Probabilistic Models -- Stochastic Ordinary Differential and Difference Equations -- Stochastic Algebraic Equations -- Stochastic Partial Differential Equations.

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