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
Artikelnr. des Verlages: 10856348, 978-3-540-43258-6
2002
Seitenzahl: 368
Erscheinungstermin: 23. Juli 2002
Englisch
Abmessung: 241mm x 160mm x 25mm
Gewicht: 642g
ISBN-13: 9783540432586
ISBN-10: 3540432582
Artikelnr.: 10546937
Autorenporträt
Alexej Gvishiani, Russian Academy of Sciences, Moscow, Russia / Jacques O. Dubois, Institute of Global Physics, Paris, France
Inhaltsangabe
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.
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.
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