Application of Soft Computing and Intelligent Methods in Geophysics

AvAlireza Hajian,Peter Styles

Häftad, Engelska, 2019

Del i serien Springer Geophysics

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2019-01-12
Mått:155 x 235 x 30 mm
Vikt:826 g
Format:Häftad
Språk:Engelska
Serie:Springer Geophysics
Antal sidor:533
Förlag:Springer Nature Switzerland AG
ISBN:9783030097745

Utforska kategorier

Geovetenskap inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och IT
Tillämpad fysik inom Naturvetenskap och teknik

Recensioner i media

“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)

Innehållsförteckning

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.