Application of Soft Computing and Intelligent Methods in Geophysics

Häftad, Engelska, 2019

Av Alireza Hajian, Peter Styles

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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.

Produktinformation

Utgivningsdatum2019-01-12
Mått155 x 235 x undefined mm
FormatHäftad
SpråkEngelska
SerieSpringer Geophysics
Antal sidor533
FörlagSpringer Nature Switzerland AG
ISBN9783030097745

Tillhör följande kategorier

Matematisk fysik inom Naturvetenskap och teknik
Tillämpad fysik inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och it
Geovetenskap inom Naturvetenskap och teknik
Artificiell intelligens inom Data och it

“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)