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Synopsis
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.
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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.
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Computational statistical physics. From billiards to Monte Carlo.
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Computational Statistical Physics: From Billiards to Monte Carlo
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Computational Statistical Physics: From Billards to Monte Carlo
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Computational Statistical Physics: From Billards to Monte Carlo
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Computational Statistical Physics
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ISBN 10: 3540421602
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Gebunden. Condition: New. Illustrates how advances in numerical computing have contributed to progress in many areas of statistical physics and beyond (e.g. financial theory, evolution, traffic planning) Contains up-to-date tutorial contributions by 16 expertsIn recent years. Seller Inventory # 4889651
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Computational Statistical Physics : From Billiards to Monte Carlo
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ISBN 10: 3540421602
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Buch. Condition: Neu. Neuware - 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. Seller Inventory # 9783540421603
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Computational Statistical Physics: From Billards to Monte Carlo
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