Non-Fiction Books:

Stochastic Numerics for the Boltzmann Equation

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Description

Stochastic numerical methods play an important role in large scale computations in the applied sciences. The first goal of this book is to give a mathematical description of classical direct simulation Monte Carlo (DSMC) procedures for rarefied gases, using the theory of Markov processes as a unifying framework. The second goal is a systematic treatment of an extension of DSMC, called stochastic weighted particle method. This method includes several new features, which are introduced for the purpose of variance reduction (rare event simulation). Rigorous convergence results as well as detailed numerical studies are presented.
Release date NZ
May 20th, 2005
Audience
  • Professional & Vocational
Illustrations
XIV, 256 p.
Pages
256
Dimensions
156x234x15
ISBN-13
9783540252689
Product ID
3136005

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