Application of Soft Computing and Intelligent Methods in Geophysics
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...
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham :
Springer International Publishing,
2018.
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| Ausgabe: | 1st ed. 2018. |
| Schriftenreihe: | Springer Geophysics,
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| Schlagworte: | |
| ISBN: | 9783319665320 |
| ISSN: | 2364-9119 |
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| 100 | 1 | |a Hajian, Alireza. |4 aut | |
| 245 | 1 | 0 | |a Application of Soft Computing and Intelligent Methods in Geophysics |h [electronic resource] / |c by Alireza Hajian, Peter Styles. |
| 250 | |a 1st ed. 2018. | ||
| 260 | 1 | |a Cham : |b Springer International Publishing, |c 2018. | |
| 300 | |a XVII, 533 p. 410 illus., 247 illus. in color. |b online resource. | ||
| 490 | 1 | |a Springer Geophysics, |x 2364-9119 | |
| 500 | |a Earth and Environmental Science | ||
| 505 | 0 | |a 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. . | |
| 516 | |a text file PDF | ||
| 520 | |a 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. | ||
| 650 | 0 | |a Geophysics. | |
| 650 | 0 | |a Geotechnical engineering. | |
| 650 | 0 | |a Mathematical physics. | |
| 650 | 0 | |a Computer science-Mathematics. | |
| 650 | 0 | |a Artificial intelligence. | |
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