Application of Soft Computing and Intelligent Methods in Geophysics - Alireza Hajian, Peter Styles

Application of Soft Computing and Intelligent Methods in Geophysics

Buch | Hardcover
XVII, 533 Seiten
2018 | 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-66531-3 (ISBN)
181,89 inkl. MwSt
This book provides a practical guide to applying soft-computing methods to interpret geophysical data. It discusses the design of neural networks with Matlab for geophysical data, as well as fuzzy logic and neuro-fuzzy concepts and their applications. In addition, it describes genetic algorithms for the automatic and/or intelligent processing and interpretation of geophysical data.

Neural networks :concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Fuzzy logic:concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Neuro-fuzzy concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Genetic Algorithm: concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Future of soft computing methods in geophysics.

"This is certainly a useful book offering novel approaches of computational techniques related to a variety of geophysical applications widely using Matlab and its toolbox algorithms. It can be interesting both for those active in pure computational techniques as well as for professional researchers ... . The book is also a highly instructive literature for graduate students as it provides many exercises and practical examples of how to use and apply the described numerical methods in treating concrete geophysical problems." (Vladimir Cadez, zbMATH 1400.86001, 2019)

“This is certainly a useful book offering novel approaches of computational techniques related to a variety of geophysical applications widely using Matlab and its toolbox algorithms. It can be interesting both for those active in pure computational techniques as well as for professional researchers … . The book is also a highly instructive literature for graduate students as it provides many exercises and practical examples of how to use and apply the described numerical methods in treating concrete geophysical problems.” (Vladimir Čadež, zbMATH 1400.86001, 2019)

Erscheinungsdatum
Reihe/Serie Springer Geophysics
Zusatzinfo XVII, 533 p. 410 illus., 247 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 985 g
Themenwelt Naturwissenschaften Geowissenschaften Geologie
Naturwissenschaften Geowissenschaften Geophysik
Schlagworte Artificial Intelligence • artificial intelligence (incl. robotics) • Earth and Environmental Science • earth sciences • Genetic Algorithm • Geophysics • Geophysics/Geodesy • Geotechnical Engineering & Applied Earth Sciences • Geotechnical Engineering & Applied Earth Sciences • Ground Penetrating Radar • Math applications in computer science • Mathematical & statistical software • Mathematical Applications in the Physical Sciences • Mathematical Modelling • Mathematical & statistical software • Maths for computer scientists • neural network • Neuro-Fuzzy • Robotics • Very Low Frequency Electromagnetics
ISBN-10 3-319-66531-6 / 3319665316
ISBN-13 978-3-319-66531-3 / 9783319665313
Zustand Neuware
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