Self-Organized Criticality in Astrophysics: The Statistics of Nonlinear Processes in the Universe

Author:   Markus Aschwanden
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:  

9783642150005


Pages:   416
Publication Date:   11 January 2011
Format:   Hardback
Availability:   In Print   Availability explained
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Self-Organized Criticality in Astrophysics: The Statistics of Nonlinear Processes in the Universe


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Overview

Markus Aschwanden introduces the concept of self-organized criticality (SOC) and shows that due to its universality and ubiquity it is a law of nature for which he derives the theoretical framework and specific physical models in this book. He begins by providing an overview of the many diverse phenomena in nature which may be attributed to SOC behaviour. The author then introduces the classic lattice-based SOC models that may be explored using numerical computer simulations. These simulations require an in-depth knowledge of a wide range of mathematical techniques which the author introduces and describes in subsequent chapters. These include the statistics of random processes, time series analysis, time scale distributions, and waiting time distributions. Such mathematical techniques are needed to model and understand the power-law-like occurrence frequency distributions of SOC phenomena. Finally, the author discusses fractal geometry and scaling laws before looking at a range of physical SOC models which may be applicable in various aspects of astrophysics. Problems, solutions and a glossary will enhance the pedagogical usefulness of the book. SOC has been receiving growing attention in the astrophysical and solar physics community. This book will be welcomed by students and researchers studying complex critical phenomena.

Full Product Details

Author:   Markus Aschwanden
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Dimensions:   Width: 17.00cm , Height: 3.00cm , Length: 24.00cm
Weight:   0.984kg
ISBN:  

9783642150005


ISBN 10:   3642150004
Pages:   416
Publication Date:   11 January 2011
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1 Self-Organized Criticality in the Universe.- 2 Numerical SOC Models.-  3 Statistics of Random Processes.- 4 Time Series Analysis.- 5 Time Scale Distributions.-  6 Waiting Time Distributions.-  7 Occurrence Frequency Distributions.- 8 Fractal Geometry.- 9 Scaling Laws.-  10 Physical SOC Models in Astrophysics.

Reviews

From the reviews: The main aim of the present book is the derivation of the theoretical framework and specific physical models of SOC. ... The present work contains an extensive list of well-chosen references for further reading. The textbook is intended to be an introduction to the relatively new subject of self-organized criticality (SOC), which is suitable for students and post-docs, as well as for researchers. (Claudia-Veronika Meister, Zentralblatt MATH, Vol. 1211, 2011)


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