Computational Statistical Physics
From Billiards to Monte Carlo
(Sprache: Englisch)
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Produktdetails
Produktinformationen zu „Computational Statistical Physics “
Inhaltsverzeichnis zu „Computational Statistical Physics “
1 Game Theory and Statistical Mechanics.- 2 Chaotic Billiards.- 3 Combinatorial Optimization and High Dimensional Billiards.- 4 The Statistical Physics of Energy Landscapes: From Spin Glasses to Optimization.- 5 Optimization of Production Lines by Methods from Statistical Physics.- 6 Predicting and Generating Time Series by Neural Networks: An Investigation Using Statistical Physics.- 7 Statistical Physics of Cellular Automata Models for Traffic Flow.- 8 Self-Organized Criticality in Forest-Fire Models.- 9 Nonlinear Dynamics of Active Brownian Particles.- 10 Financial Time Series and Statistical Mechanics.- 11 'Go with the Winners' Simulations.- 12 Aperiodicity and Disorder - Do They Play a Role?.- 13 Quantum Phase Transitions.- 14 Introduction to Energy Level Statistics.- 15 Randomness in Optical Spectra of Semiconductor Nanostructures.- 16 Characterization of the Metal-Insulator Transition in the Anderson Model of Localization.- 17 Percolation, Renormalization and Quantum Hall Transition.
Autoren-Porträt
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.
Bibliographische Angaben
- 2010, XV, 300 Seiten, Maße: 23,6 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: K.-H. Hoffmann, Michael Schreiber
- Verlag: Springer, Berlin
- ISBN-10: 3642075711
- ISBN-13: 9783642075711
Sprache:
Englisch
Pressezitat
From the reviews of the first edition: "This book contains 17 chapters devoted to the use of statistical mechanical methods in areas not belonging to physics and also a few which do belong to physics. Each chapter is a nicely written tutorial presentation of the problem and of the numerical techniques used to solve it. ... Each of these chapters can be used as a concise introduction ... ." (M. Baus, Physicalia, Issue 6, 2002)
"This book is a different style of computational physics text, rather more like the conference proceedings than the usual undergraduate text. ... The result then is quite a pleasing survey of current topics in computational statistical physics. ... For the lecturer this is a very attractive resource for project length problems in a computational physics course for higher undergraduate or early graduate level students. For graduate students it is a good survey of modern statistical physics problems that lend themselves to numerical treatment." (G. P. Morriss, The Physicist, Vol. 39 (3), 2002)
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