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

被引：0

作者：

A. M. Pashayev

R. A. Sadykhov

S. B. Habibullayev

机构：

[1] National Academy of Aviation of Azerbaijan,

来源：

Measurement Techniques | 2017年 / 59卷

关键词：

methods for identifying and processing noisy measurement data; fuzzy neural network simulation;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

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.

引用

页码：1133 / 1145

页数：12

共 10 条

[1] Modeling, Reproduction, and Mapping of Geological Fields with and Without Measurement Noise. Part 2. Variational Modeling, Interpolation, and Smart Computation Methods
Pashayev, A. M.
Sadykhov, R. A.
Habibullayev, S. B.
MEASUREMENT TECHNIQUES, 2017, 59 (11) : 1133 - 1145
[2] Modeling, Reproduction, and Mapping of Geological Fields with and Without Measurement Noise. Part 1. Interpolation, Filtering, and Variation Modeling Methods
A. M. Pashayev
R. A. Sadykhov
S. B. Habibullayev
Measurement Techniques, 2016, 59 : 693 - 702
[3] Modeling, Reproduction, and Mapping of Geological Fields with and Without Measurement Noise. Part 1. Interpolation, Filtering, and Variation Modeling Methods
Pashayev, A. M.
Sadykhov, R. A.
Habibullayev, S. B.
MEASUREMENT TECHNIQUES, 2016, 59 (07) : 693 - 702
[4] Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 5. Spline Smoothing, Controlled Filtering, and Multicriterial Optimization Methods
Pashayev, A. M.
Sadykhov, R. A.
Habibullayev, S. B.
MEASUREMENT TECHNIQUES, 2017, 60 (07) : 666 - 675
[5] Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 5. Spline Smoothing, Controlled Filtering, and Multicriterial Optimization Methods
A. M. Pashayev
R. A. Sadykhov
S. B. Habibullayev
Measurement Techniques, 2017, 60 : 666 - 675
[6] Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 3. Integral Equation, Radial Grid, and Soft Computing Methods
A. M. Pashayev
R. A. Sadykhov
S. B. Habibullayev
Measurement Techniques, 2017, 60 : 109 - 120
[7] Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 3. Integral Equation, Radial Grid, and Soft Computing Methods
Pashayev, A. M.
Sadykhov, R. A.
Habibullayev, S. B.
MEASUREMENT TECHNIQUES, 2017, 60 (02) : 109 - 120
[8] Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 4. Spline, Geostatistical, and Fuzzy Regression Analysis Techniques
A. M. Pashayev
R. A. Sadykhov
S. B. Habibullayev
Measurement Techniques, 2017, 60 : 432 - 442
[9] Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 4. Spline, Geostatistical, and Fuzzy Regression Analysis Techniques
Pashayev, A. M.
Sadykhov, R. A.
Habibullayev, S. B.
MEASUREMENT TECHNIQUES, 2017, 60 (05) : 432 - 442
[10] Modeling, Reproduction, and Mapping of Geofields With and Without Measurement Noise. Part 6. Piecewise Polynomial Approximations, Statistical Design of Experiments, and the Construction of Contour Maps
Pashayev, A. M.
Sadykhov, R. A.
Habibullayev, S. B.
MEASUREMENT TECHNIQUES, 2018, 61 (02) : 104 - 115

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