Kniha Monte Carlo Simulation in Statistical Physics Kurt Binder

Monte Carlo Simulation in Statistical Physics

Autor: Kurt Binder
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
1 758
The Monte Carlo method is a computer simulation method which uses random numbers to simulate statist...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2010
Stránek
202
EAN
9783642031625
ISBN
3642031625
Enbook ID
04334314
Hmotnost
448
Rozměry
163 x 240 x 19

Kompletní popis

The Monte Carlo method is a computer simulation method which uses random numbers to simulate statistical fluctuations. The method is used to model complex systems with many degrees of freedom. Probability distributions for these systems are generated numerically and the method then yields numerically exact information on the models. Such simulations may be used to see how well a model system approximates a real one or to see how valid the assumptions are in an analyical theory. A short and systematic theoretical introduction to the method forms the first part of this book. The second part is a practical guide with plenty of examples and exercises for the student. Problems treated by simple sampling (random and self-avoiding walks, percolation clusters, etc.) are included, along with such topics as finite-size effects and guidelines for the analysis of Monte Carlo simulations.

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