Application of Soft Computing and Intelligent Methods in Geophysics
Title:
Application of Soft Computing and Intelligent Methods in Geophysics
ISBN:
9783319665320
Personal Author:
Edition:
1st ed. 2018.
Publication Information New:
Cham : Springer International Publishing : Imprint: Springer, 2018.
Physical Description:
XVII, 533 p. 410 illus., 247 illus. in color. online resource.
Series:
Springer Geophysics,
Contents:
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. .
Abstract:
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.
Added Author:
Added Corporate Author:
Language:
English