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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Hajian, Alireza (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Styles, Peter (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Σειρά:Springer Geophysics,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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505 0 |a 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. . 
520 |a 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. 
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650 0 |a Geotechnical engineering. 
650 0 |a Mathematical physics. 
650 0 |a Computer science-Mathematics. 
650 0 |a Artificial intelligence. 
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650 2 4 |a Geotechnical Engineering & Applied Earth Sciences.  |0 http://scigraph.springernature.com/things/product-market-codes/G37010 
650 2 4 |a Mathematical Applications in the Physical Sciences.  |0 http://scigraph.springernature.com/things/product-market-codes/M13120 
650 2 4 |a Math Applications in Computer Science.  |0 http://scigraph.springernature.com/things/product-market-codes/I17044 
650 2 4 |a Artificial Intelligence.  |0 http://scigraph.springernature.com/things/product-market-codes/I21000 
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