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Predictability of Complex Dynamical Systems (Springer Series in Synergetics) - Hardcover

 
9783540612872: Predictability of Complex Dynamical Systems (Springer Series in Synergetics)

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This book addresses 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 presenting topics like characterization of nonlinear correlations in data as dynamical systems, reconstruction of dynamical models from data, nonlinear noise reduction and the limits of predicatability. The authors consider practical problems from e.g. signal and time series analysis, biomedical data analysis, financial analysis, stochastic modeling, human evolution, and political modeling. They give new methods for nonlinear filtering of complex signals and new algorithms for signal classification, and the concept of the "Global Brain".

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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, stochastic 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".

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9783642802560: Predictability of Complex Dynamical Systems (Springer Series in Synergetics)

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Kravtsov, Yurii A.; Kadtke, James B. (Eds.)
Published by Springer-Verlag, Berlin, 1996
ISBN 10: 3540612874 ISBN 13: 9783540612872
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Hardcover. Condition: Good. Dust Jacket Condition: No Dustjacket. 1st Printing. First printing, hardcover, ex-library with typical markings, very slight bumps to spine ends and corners, faint sunning to spine, and a touch of shelfwear to edges, otherwise a solid Good copy. Seller Inventory # 89264

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Kravtsov, Yurii A. and James B. Kadtke:
Published by Springer Verlag;, 1996
ISBN 10: 3540612874 ISBN 13: 9783540612872
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gebundene Ausgabe. Condition: Gut. Auflage: 1. 234 Seiten Der Erhaltungszustand des hier angebotenen Werks ist trotz seiner Bibliotheksnutzung sehr sauber. Es befindet sich neben dem Rückenschild lediglich ein Bibliotheksstempel im Buch; ordnungsgemäß entwidmet. In ENGLISCHER Sprache. Sprache: Englisch Gewicht in Gramm: 490. Seller Inventory # 2125554

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Kadtke, James B.:
Published by Berlin, Springer, 1996
ISBN 10: 3540612874 ISBN 13: 9783540612872
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Hardcover. XII, 234 S. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. Ex-library in GOOD condition with library-signature and stamp(s). Some traces of use. R-16615 9783540612872 Sprache: Englisch Gewicht in Gramm: 550. Seller Inventory # 2479992

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