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Computational Statistical Physics
K.-H. Hoffmann
Michael Schreiber
其他書名
From Billards to Monte-Carlo
出版
Springer Science & Business Media
, 2002
主題
Language Arts & Disciplines / Library & Information Science / General
Mathematics / Probability & Statistics / General
Mathematics / Probability & Statistics / Stochastic Processes
Science / Physics / Mathematical & Computational
Science / Physics / General
Science / System Theory
Science / Physics / Condensed Matter
Technology & Engineering / Engineering (General)
ISBN
3540421602
9783540421603
URL
http://books.google.com.hk/books?id=UnESisK_V00C&hl=&source=gbs_api
EBook
SAMPLE
註釋
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.