Computational Statistical Physics: From Billiards to Monte Carlo
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2002
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| Subjects: | |
| Online Access: | Volltext |
| Item Description: | 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: 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 |
| Physical Description: | 1 Online-Ressource (XV, 300 p) |
| ISBN: | 9783662048047 9783642075711 |
| DOI: | 10.1007/978-3-662-04804-7 |
Staff View
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| spelling | Hoffmann, Karl Heinz Verfasser aut Computational Statistical Physics From Billiards to Monte Carlo by Karl Heinz Hoffmann, Michael Schreiber Berlin, Heidelberg Springer Berlin Heidelberg 2002 1 Online-Ressource (XV, 300 p) txt rdacontent c rdamedia cr rdacarrier 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: 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 Physics Statistical Physics, Dynamical Systems and Complexity Numerical and Computational Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Numerisches Verfahren (DE-588)4128130-5 gnd rswk-swf Statistische Physik (DE-588)4057000-9 gnd rswk-swf 1\p (DE-588)1071861417 Konferenzschrift 2000 Chemnitz gnd-content Statistische Physik (DE-588)4057000-9 s Numerisches Verfahren (DE-588)4128130-5 s 2\p DE-604 Schreiber, Michael Sonstige oth https://doi.org/10.1007/978-3-662-04804-7 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Hoffmann, Karl Heinz Computational Statistical Physics From Billiards to Monte Carlo Physics Statistical Physics, Dynamical Systems and Complexity Numerical and Computational Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Numerisches Verfahren (DE-588)4128130-5 gnd Statistische Physik (DE-588)4057000-9 gnd |
| subject_GND | (DE-588)4128130-5 (DE-588)4057000-9 (DE-588)1071861417 |
| title | Computational Statistical Physics From Billiards to Monte Carlo |
| title_auth | Computational Statistical Physics From Billiards to Monte Carlo |
| title_exact_search | Computational Statistical Physics From Billiards to Monte Carlo |
| title_full | Computational Statistical Physics From Billiards to Monte Carlo by Karl Heinz Hoffmann, Michael Schreiber |
| title_fullStr | Computational Statistical Physics From Billiards to Monte Carlo by Karl Heinz Hoffmann, Michael Schreiber |
| title_full_unstemmed | Computational Statistical Physics From Billiards to Monte Carlo by Karl Heinz Hoffmann, Michael Schreiber |
| title_short | Computational Statistical Physics |
| title_sort | computational statistical physics from billiards to monte carlo |
| title_sub | From Billiards to Monte Carlo |
| topic | Physics Statistical Physics, Dynamical Systems and Complexity Numerical and Computational Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Numerisches Verfahren (DE-588)4128130-5 gnd Statistische Physik (DE-588)4057000-9 gnd |
| topic_facet | Physics Statistical Physics, Dynamical Systems and Complexity Numerical and Computational Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Numerisches Verfahren Statistische Physik Konferenzschrift 2000 Chemnitz |
| url | https://doi.org/10.1007/978-3-662-04804-7 |
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