finelybook
Application of Soft Computing and Intelligent Methods in Geophysics ( Geophysics)
Authors: Alireza Hajian - Peter Styles
ISBN-10 书号: 3030097749
ISBN-13 书号: 9783030097745
Released: 2019-07-19
pages 页数: 552 pages
Book 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.
Contents
Neural Networks
1Artificial Neural Networks
2Prior Applications of Neural Networks in Geophysics
Fuzzy Logic
3Fuzzy Logic
4Applications of Fuzzy Logic in Geophysics
Combination of Neural Networks and Fuzzy Logic
5 Neuro-fuzzy Systems
6Application of Neuro-Fuzzy Systems in Geophysics
Genetic Algorithm
7 Genetic Algorithm with Applications in Geophysics
