Application of Soft Computing and Intelligent Methods in Geophysics
Published on 12. January 2019
Book
Paperback/Softback
XVII, 533 pages
978-3-030-09774-5 (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
Softcover Reprint of the Original 1st 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: 235 mm
Width: 155 mm
Thickness: 30 mm
Weight
826 gr
ISBN-13
978-3-030-09774-5 (9783030097745)
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
07/2018
Springer
€181.89
Shipment within 10-15 days
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.