Artificial Intelligence and Dynamic Systems for Geophysical Applications
Seiten
2002
|
2002
Springer Berlin (Verlag)
978-3-540-43258-6 (ISBN)
Springer Berlin (Verlag)
978-3-540-43258-6 (ISBN)
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
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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