Application of Soft Computing and Intelligent Methods in Geophysics

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...

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Hlavní autor: Hajian, Alireza (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Edice:Springer Geophysics,
Témata:
Geophysics.
Geotechnical engineering.
Mathematical physics.
Computer science-Mathematics.
Artificial intelligence.
ISBN:9783319665320
ISSN:2364-9119
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Shrnutí: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.
Popis jednotky:Earth and Environmental Science
Fyzický popis:XVII, 533 p. 410 illus., 247 illus. in color. online resource.
ISBN:9783319665320
ISSN:2364-9119

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