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Measurement Techniques
Published in: Measurement Techniques 11/2017

24-04-2017 | GENERAL PROBLEMS OF METROLOGY AND MEASUREMENT TECHNIQUE

Modeling, Reproduction, and Mapping of Geological Fields with and Without Measurement Noise. Part 2. Variational Modeling, Interpolation, and Smart Computation Methods

Authors: A. M. Pashayev, R. A. Sadykhov, S. B. Habibullayev

Published in: Measurement Techniques | Issue 11/2017

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Abstract

Various methods for interpolation, smoothing, and neural network learning are examined. It is found that none of these methods is universal and absolutely reliable. Hybridization of these methods is recommended. Results are shown from a fuzzy neural network simulation with random location of the learning points and an unknown form of the sample distribution.
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Metadata
Title
Modeling, Reproduction, and Mapping of Geological Fields with and Without Measurement Noise. Part 2. Variational Modeling, Interpolation, and Smart Computation Methods
Authors
A. M. Pashayev
R. A. Sadykhov
S. B. Habibullayev
Publication date
24-04-2017
Publisher
Springer US
Published in
Measurement Techniques / Issue 11/2017
Print ISSN: 0543-1972
Electronic ISSN: 1573-8906
DOI
https://doi.org/10.1007/s11018-017-1105-7

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