Artificial Intelligence and Dynamic Systems for Geophysical Applications

Alexej Gvishiani, Jacques O. Dubois

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Hardback

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English

Springer-Verlag Berlin and Heidelberg GmbH & Co. K
23 July 2002

Maths for scientists; Geophysics; Geodesy & surveying for maps & charts; Maths for computer scientists; Artificial intelligence

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

By: Alexej Gvishiani, Jacques O. Dubois
Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Publication: Germany
Edition: 2002 ed.
Dimensions: Height: 235mm, Width: 155mm, Spine: 22mm
Weight: 1.540kg
ISBN: 9783540432586
ISBN 10: 3540432582
Pages: 347
Publication Date: 23 July 2002
Audience: College/higher education , Professional and scholarly , Further / Higher Education , Undergraduate
Format: Hardback
Publisher's Status: Active

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.