Application of Soft Computing and Intelligent Methods in Geophysics

• Author(s): Alireza Hajian, Peter Styles,
• Publisher: Springer
• Pages: 533
• ISBN_10: 3319665324
  ISBN_13: 9783319665320
  
• Language: en
• Categories: Science / Physics / Geophysics , Science / Earth Sciences / General , Mathematics / Applied , Computers / Data Science / General , Computers / Artificial Intelligence / General , Science / Earth Sciences / Geology , Mathematics / Discrete Mathematics ,

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.