Application of Soft Computing and Intelligent Methods in Geophysics

Alireza Hajian, Peter Styles (Autoren)

Buch | Softcover

XVII, 533 Seiten

2019 | 1. Softcover reprint of the original 1st ed. 2018
Springer International Publishing (Verlag)
978-3-030-09774-5 (ISBN)

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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	29.01.2019
Reihe/Serie	Springer Geophysics
Zusatzinfo	XVII, 533 p. 410 illus., 247 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	836 g
Themenwelt	Naturwissenschaften ► Geowissenschaften ► Geologie
Themenwelt	Naturwissenschaften ► Geowissenschaften ► Geophysik
Schlagworte	Genetic Algorithm • Ground Penetrating Radar • neural network • Neuro-Fuzzy • Very Low Frequency Electromagnetics
ISBN-10	3-030-09774-9 / 3030097749
ISBN-13	978-3-030-09774-5 / 9783030097745
Zustand	Neuware