Predictability of Complex Dynamical Systems
This is a book book for researchers and practitioners interested in modeling, prediction and forecasting of natural systems based on nonlinear dynamics. It is a practical guide to data analysis and to the development of algorithms, especially for complex systems. Topics such as the characterization of nonlinear correlations in data as dynamical systems, reconstruction of dynamical models from data, nonlinear noise reduction and the limits of predicatability are discussed. The chapters are written by leading experts and consider practical problems such as signal and time series analysis, biomedical data analysis, financial analysis, shastic modeling, human evolution, and political modeling. The book includes new methods for nonlinear filtering of complex signals, new algorithms for signal classification, and the concept of the "Global Brain".
1002200725
Predictability of Complex Dynamical Systems
This is a book book for researchers and practitioners interested in modeling, prediction and forecasting of natural systems based on nonlinear dynamics. It is a practical guide to data analysis and to the development of algorithms, especially for complex systems. Topics such as the characterization of nonlinear correlations in data as dynamical systems, reconstruction of dynamical models from data, nonlinear noise reduction and the limits of predicatability are discussed. The chapters are written by leading experts and consider practical problems such as signal and time series analysis, biomedical data analysis, financial analysis, shastic modeling, human evolution, and political modeling. The book includes new methods for nonlinear filtering of complex signals, new algorithms for signal classification, and the concept of the "Global Brain".
54.99
In Stock
5
1
Predictability of Complex Dynamical Systems
234Predictability of Complex Dynamical Systems
234Paperback(Softcover reprint of the original 1st ed. 1996)
$54.99
54.99
In Stock
Product Details
ISBN-13: | 9783642802560 |
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Publisher: | Springer Berlin Heidelberg |
Publication date: | 01/05/2012 |
Series: | Springer Series in Synergetics , #69 |
Edition description: | Softcover reprint of the original 1st ed. 1996 |
Pages: | 234 |
Product dimensions: | 6.10(w) x 9.25(h) x 0.02(d) |
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