Application of Soft Computing and Intelligent Methods in Geophysics (Springer Geophysics) - Hardcover

Hajian, Alireza; Styles, Peter

Hardcover

ISBN 10: 3319665316 ISBN 13: 9783319665313

Verlag: Springer, 2018

Inhaltsangabe

<P>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.</P>

Über diesen Titel

Críticas

“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)

Reseña del editor

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.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2018
• ISBN 10: 3319665316
• ISBN 13: 9783319665313
• Einband: Tapa dura
• Sprache: Englisch
• Auflage: 1
• Anzahl der Seiten: 552