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Geophysical Applications of Artificial Neural Networks and Fuzzy Logic by W. Sandham at Abbey's Bookshop,
Geophysical Applications of Artificial Neural Networks and Fuzzy Logic
— —
W. Sandham Fred Aminzadeh

Geophysical Applications of Artificial Neural Networks and Fuzzy Logic

W. Sandham,  Fred Aminzadeh,  M. Leggett

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English
Springer-Verlag New York Inc.
31 December 2003
Fuzzy set theory
Series: Modern Approaches in Geophysics
The past fifteen years has witnessed an explosive growth in the fundamental research and applications of artificial neural networks (ANNs) and fuzzy logic (FL). The main impetus behind this growth has been the ability of such methods to offer solutions not amenable to conventional techniques, particularly in application domains involving pattern recognition, prediction and control. Although the origins of ANNs and FL may be traced back to the 1940s and 1960s, respectively, the most rapid progress has only been achieved in the last fifteen years. This has been due to significant theoretical advances in our understanding of ANNs and FL, complemented by major technological developments in high-speed computing. In geophysics, ANNs and FL have enjoyed significant success and are now employed routinely in the following areas (amongst others): 1. Exploration Seismology. (a) Seismic data processing (trace editing; first break picking; deconvolution and multiple suppression; wavelet estimation; velocity analysis; noise identification/reduction; statics analysis; dataset matching/prediction, attenuation), (b) AVO analysis, (c) Chimneys, (d) Compression I dimensionality reduction, (e) Shear-wave analysis, (f) Interpretation (event tracking; lithology prediction and well-log analysis; prospect appraisal; hydrocarbon prediction; inversion; reservoir characterisation; quality assessment; tomography). 2. Earthquake Seismology and Subterranean Nuclear Explosions. 3. Mineral Exploration. 4. Electromagnetic I Potential Field Exploration. (a) Electromagnetic methods, (b) Potential field methods, (c) Ground penetrating radar, (d) Remote sensing, (e) inversion.
Preface by:  
Edited by:   ,
Imprint:   Springer-Verlag New York Inc.
Country of Publication:   United States
Edition:   2004
Volume:   21
Dimensions:   Height: 235mm,  Width: 155mm,  Spine: 11mm
Weight:   772g
ISBN:   9781402017292
ISBN 10:   1402017294
Series:   Modern Approaches in Geophysics
Pages:   325
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Hardback
Publisher's Status:   Active

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