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Titlebook: Computational Statistical Physics; From Billiards to Mo Karl Heinz Hoffmann,Michael Schreiber Book 2002 Springer-Verlag Berlin Heidelberg 2

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Predicting and Generating Time Series by Neural Networks: An Investigation Using Statistical Physic prediction error, antipredictable sequences, interacting perceptrons and application to the minority game are discussed. Finally, as a demonstration, a perceptron predicts bit sequences produced by human beings.
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The Statistical Physics of Energy Landscapes: From Spin Glasses to Optimization,wealth of interesting relaxation phenomena, but also a number of industrially important minimization problems, which have a mountainous cost function landscape. These problems are intimately related by the thermally activated relaxation dynamics on complex energy landscapes.
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Self-Organized Criticality in Forest-Fire Models,sal behavior of the model are discussed. The relations and differences between FFM and percolation systems are outlined, considering an extension of the FFM into the regions beyond the critical point. Phase transitions and the various structures found in these regions are illustrated.
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