Artificial Intelligence and Dynamic Systems for Geophysical Applications

Buch | Hardcover
XV, 347 Seiten
2002 | 2002
Springer Berlin (Verlag)
978-3-540-43258-6 (ISBN)

Lese- und Medienproben

Artificial Intelligence and Dynamic Systems for Geophysical Applications - Alexej Gvishiani, Jacques O. Dubois
160,49 inkl. MwSt
This book presents new clustering schemes, dynamical systems and pattern recognition algorithms in geophysical, geodynamical and natural hazard applications. The original mathematical technique is based on both classical and fuzzy sets models. Geophysical and natural hazard applications are mostly original. Artificial intelligence technique described in the book, however, can be applied far beyond the limits of Earth science applications. The book is intended for research scientists, tutors, graduate students, scientists in geophysics and engineers.
The book presents new clustering schemes, dynamicalsystems and pattern recognition algorithms in geophysical, geodynamical and natural hazard applications. The original mathematical technique is based on both classical and fuzzy sets models. Geophysical and natural hazard applications are mostly original. However, the artificial intelligence technique described in the book can be applied far beyond the limits of Earth science applications. The book is intended for research scientists, tutors, graduate students, scientists in geophysics and engineers

I Artificial Intelligence in Geophysical Data Analysis.- 1 Dynamic and Fuzzy Logic Clustering and Classification.- 2 Applications to Physics of the Earth, Seismology and Engineering Seismology.- 3 Recognition of Earthquake-Prone Areas and Seismic Hazard Assessment.- II Fractals and Dynamic Systems.- 4 Fractals and Multifractals.- 5 Dynamic System Properties and Long Time Series.- 6 Conclusions and Perspectives.- III References.- IV Index.

Erscheint lt. Verlag 23.7.2002
Zusatzinfo XV, 347 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 648 g
Themenwelt Naturwissenschaften Biologie Ökologie / Naturschutz
Naturwissenschaften Geowissenschaften Geologie
Naturwissenschaften Geowissenschaften Geophysik
Naturwissenschaften Physik / Astronomie
Schlagworte Analysis • Artificial Intelligence • classification • Clustering • Cognition • Data Sets • Datenbanken • Dynamical Systems • Dynamic systems • Dynamisches System • Dynamische Systeme • fuzzy • Fuzzy Logic • Geophysics • Geophysik • Intelligence • Künstliche Intelligenz • Logic • Modeling • Modellierung • Mustererkennung • pattern recognition • Sets
ISBN-10 3-540-43258-2 / 3540432582
ISBN-13 978-3-540-43258-6 / 9783540432586
Zustand Neuware
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