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Computational Statistical Physics: From Billards to Monte Carlo



Rok: 2001
ISBN: 9783540421603
OKCZID: 110215712

Citace (dle ČSN ISO 690):
HOFFMANN, Karl Heinz. Computational statistical physics: from billards to Monte Carlo. Berlin: Springer, 2002. xv, 300.


Anotace

 

In recent years statistical physics has made significant progress as a result of advances in numerical techniques. While good textbooks exist on the general aspects of statistical physics, the numerical methods and the new developments based on large-scale computing are not usually adequately presented. In this book 16 experts describe the application of methods of statistical physics to various areas in physics such as disordered materials, quasicrystals, semiconductors, and also to other areas beyond physics, such as financial markets, game theory, evolution, and traffic planning, in which statistical physics has recently become significant. In this way the universality of the underlying concepts and methods such as fractals, random matrix theory, time series, neural networks, evolutionary algorithms, becomes clear. The topics are covered by introductory, tutorial presentations.

Zdroj anotace: OKCZ - ANOTACE Z WEBU



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