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Computational Statistical Physics

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Cover of 'Computational Statistical Physics'

Table of Contents

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    Book Overview
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    Chapter 1 Game Theory and Statistical Mechanics
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    Chapter 2 Chaotic Billiards
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    Chapter 3 Combinatorial Optimization and High Dimensional Billiards
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    Chapter 4 The Statistical Physics of Energy Landscapes: From Spin Glasses to Optimization
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    Chapter 5 Optimization of Production Lines by Methods from Statistical Physics
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    Chapter 6 Predicting and Generating Time Series by Neural Networks: An Investigation Using Statistical Physics
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    Chapter 7 Statistical Physics of Cellular Automata Models for Traffic Flow
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    Chapter 8 Self-Organized Criticality in Forest-Fire Models
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    Chapter 9 Nonlinear Dynamics of Active Brownian Particles
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    Chapter 10 Financial Time Series and Statistical Mechanics
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    Chapter 11 ‘Go with the Winners’ Simulations
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    Chapter 12 Aperiodicity and Disorder — Do They Play a Role?
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    Chapter 13 Quantum Phase Transitions
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    Chapter 14 Introduction to Energy Level Statistics
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    Chapter 15 Randomness in Optical Spectra of Semiconductor Nanostructures
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    Chapter 16 Characterization of the Metal-Insulator Transition in the Anderson Model of Localization
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    Chapter 17 Percolation, Renormalization and Quantum Hall Transition
Attention for Chapter 6: Predicting and Generating Time Series by Neural Networks: An Investigation Using Statistical Physics
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