Complex physical, biophysical and econophysical systems : proceedings of the 22nd Canberra International Physics Summer School, the Australian National University, Canberra, 8-19 December 2008
著者
書誌事項
Complex physical, biophysical and econophysical systems : proceedings of the 22nd Canberra International Physics Summer School, the Australian National University, Canberra, 8-19 December 2008
（World Scientific lecture notes in complex systems, v. 9）
World Scientific, c2010
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This book arose from a conference organized under the auspices of the Australian Research Council's Complex Open Systems Research Network (which has become the most prominent for complex systems in the world - just Google "complex systems network"), the ANU Centre for Complex Systems, and the Asia-Pacific Center for Theoretical Physics. The book is unique in the scope of its coverage of applications of complex systems science: Extraterrestrial - astrophysical, solar and space plasmas; Earth System - climate, ecosystems; Human systems - brain dynamics, social networks, financial statistics, advanced technologies.It also presents up-to-date discussions of new theoretical approaches, in particular those based on entropy and entropy production maximization, a field still under development but with much promise for providing a much-needed unifying principle for complex systems science.The authors are at the forefront of their fields, and organized their chapters to effectively bring out common features of complex systems. A comprehensive and common lexicon of keywords has been used to unify indexing, thus making the book an invaluable introduction to anyone seeking an overview of complex systems science.
目次
- Introduction to Complex Systems and Econophysics
- Maximum Entropy and Maximum Entropy Production Principles and Their Application to Physics and Biology
- Jaynes' MaxEnt, Riemannian Metrics and the Principle of Least Action
- Fusion, Space and Solar Plasmas as Complex Systems
- Inverse Problems in Earth Systems Science
- Brain Dynamics
- Complexity, Post-Genomic Biology and Gene Expression Programs
- Fractional Diffusion - Theory and Applications
- Applied Chaotic Advection
- Bayesian Data Analysis
- Software Tools for Analysis and Modelling of Complex Systems.
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