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.
€96.29
Jadual kandungan
Kinetic theory.- Related Markov processes.- Stochastic weighted particle method.- Numerical experiments.
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Bahasa Inggeris ● Format PDF ● Halaman-halaman 256 ● ISBN 9783540276890 ● Saiz fail 3.5 MB ● Penerbit Springer Berlin ● Bandar raya Heidelberg ● Negara DE ● Diterbitkan 2005 ● Muat turun 24 bulan ● Mata wang EUR ● ID 2160940 ● Salin perlindungan Social DRM
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