Stochastic Perturbation Method for Computational Mechanics

Stochastic Perturbation Method for Computational Mechanics

AngličtinaPevná vazba
Kaminski Marcin
John Wiley & Sons Inc
EAN: 9780470770825
Titul je vyprodán u vydavatele, prodej skončil
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Podrobné informace

Probabilistic analysis is increasing in popularity and importance within engineering and the applied sciences. However, the stochastic perturbation technique is a fairly recent development and therefore remains as yet unknown to many students, researchers and engineers. Fields in which the methodology can be applied are widespread, including various branches of engineering, heat transfer and statistical mechanics, reliability assessment and also financial investments or economical prognosis in analytical and computational contexts.

Stochastic Perturbation Method in Applied Sciences and Engineering is devoted to the theoretical aspects and computational implementation of the generalized stochastic perturbation technique. It is based on any order Taylor expansions of random variables and enables for determination of up to fourth order probabilistic moments and characteristics of the physical system response.

Key features:

  • Provides a grounding in the basic elements of statistics and probability and reliability engineering
  • Describes the Stochastic Finite, Boundary Element and Finite Difference Methods, formulated according to the perturbation method
  • Demonstrates dual computational implementation of the perturbation method with the use of Direct Differentiation Method and the Response Function Method
  • Accompanied by a website (www.wiley.com/go/kaminski) with supporting stochastic numerical software
  • Covers the computational implementation of the homogenization method for periodic composites with random and stochastic material properties
  • Features case studies, numerical examples and practical applications

Stochastic Perturbation Method in Applied Sciences and Engineering is a comprehensive reference for researchers and engineers, and is an ideal introduction to the subject for postgraduate and graduate students.

EAN 9780470770825
ISBN 0470770821
Typ produktu Pevná vazba
Vydavatel John Wiley & Sons Inc
Datum vydání 18. ledna 2013
Stránky 352
Jazyk English
Rozměry 252 x 173 x 21
Země United States
Sekce Professional & Scholarly
Autoři Kaminski Marcin
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