Artificial Intelligence and Dynamic Systems for Geophysical Applications
(Sprache: Englisch)
The 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...
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Klappentext zu „Artificial Intelligence and Dynamic Systems for Geophysical Applications “
The 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. 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
Inhaltsverzeichnis zu „Artificial Intelligence and Dynamic Systems for Geophysical Applications “
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.
Bibliographische Angaben
- Autoren: Alexej Gvishiani , Jacques O. Dubois
- 2010, XV, 347 Seiten, Masse: 16,5 x 22,9 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3642077579
- ISBN-13: 9783642077579
Sprache:
Englisch
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