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Stochastic Numerics for the Boltzmann Equation

Gebonden Engels 2005 2005e druk 9783540252689
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Samenvatting

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.

Specificaties

ISBN13:9783540252689
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:256
Uitgever:Springer Berlin Heidelberg
Druk:2005

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          Stochastic Numerics for the Boltzmann Equation