Application of Soft Computing and Intelligent Methods in Geophysics
Published on 5. July 2018
Book
Hardback
XVII, 533 pages
978-3-319-66531-3 (ISBN)
Description
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.
Reviews / Votes
"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)More details
Series
Edition
2018 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
163 s/w Abbildungen, 247 farbige Abbildungen
XVII, 533 p. 410 illus., 247 illus. in color.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 35 mm
Weight
986 gr
ISBN-13
978-3-319-66531-3 (9783319665313)
DOI
10.1007/978-3-319-66532-0
Schweitzer Classification
Other editions
Additional editions
Alireza Hajian | Peter Styles
Application of Soft Computing and Intelligent Methods in Geophysics
Book
01/2019
Springer
€181.89
Shipment within 7-9 days
Alireza Hajian | Peter Styles
Application of Soft Computing and Intelligent Methods in Geophysics
E-Book
06/2018
1st Edition
Springer
€171.19
Available for download
Content
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.