文件名称：Application of Soft Computing and Intelligent Methods in Geophysics
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Application of Soft Computing and Intelligent Methods in Geophysics (Springer Geophysics) By 作者: Alireza Hajian – Peter Styles ISBN-10 书号: 3030097749 ISBN-13 书号: 9783030097745 出版日期: 2019-01-10 pages 页数: (552) Springer英文原版高清 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