Buch, Englisch, 363 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 581 g
Econophysics, Bioinformatics, and Pattern Recognition
Buch, Englisch, 363 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 581 g
ISBN: 978-3-642-07739-5
Verlag: Springer
New Directions in Statistical Physics provides a unique insight into the application of statistical physics to finance, biology and pattern recognition. This exciting field is becoming of increasing importance and has been applied in a range of fields, including thermodynamics, magnetic phase transitions, and order/disorder transformations, to name just a few. However, the tools of statistical physics can be profitably used to investigate any system with a large number of components. This book covers the latest breakthroughs in a consistent manner, at a level accessible to undergraduates, yet with enough attention to the theory and computation to satisfy the professional researcher.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
- Naturwissenschaften Physik Angewandte Physik Statistische Physik, Dynamische Systeme
- Naturwissenschaften Physik Angewandte Physik Soziophysik, Wirtschaftsphysik
- Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik
- Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Bioinformatik
Weitere Infos & Material
Predicting the Direction of a Time Series.- On the Variability of Timing in a Spatially Continuous System with Heterogeneous Connectivity.- First Passage Time Problem: A Fokker-Planck Approach.- First- and Last-Passage Algorithms in Diffusion Monte Carlo.- An Updated Review of the LLS Stock Market Model: Complex Market Ecology, Power Laws in Wealth Distribution and Market Returns.- Patterns, Trends and Predictions in Stock Market Indices and Foreign Currency Exchange Rates.- Toward an Understanding of Financial Markets Using Multi-agent Games.- Towards Understanding the Predictability of Stock Markets from the Perspective of Computational Complexity.- Patterns in Economic Phenomena.- New Algorithms and the Physics of Protein Folding.- Sequence Alignment in Bioinformatics.- Resolution of Some Paradoxes in B-Cell Binding and Activation: A Computer Study.- Proliferation and Competition in Discrete Biological Systems.- Privacy and Data Exchanges.- Statistical Physics and the Clustering Problem.- The Challenges of Clustering High Dimensional Data.- Some Statistical Physics Approaches for Trends and Predictions in Meteorology.- An Initial Look at Acceleration-Modulated Thermal Convection.
