Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Bücher
Zeitschriften
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
MTZ-Fachkongress

Antriebe und Energiesysteme von morgen


Austausch von Automobil- und Energiewirtschaft

Am 14./15. Mai geht es in Chemnitz um die Mobilitätswende durch Elektro- und Wasserstofffahrzeuge.
Erweiterte Suche
Anmelden
nach oben
Measurement Techniques
Erschienen in: Measurement Techniques 5/2017

22.08.2017

Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 4. Spline, Geostatistical, and Fuzzy Regression Analysis Techniques

verfasst von: A. M. Pashayev, R. A. Sadykhov, S. B. Habibullayev

Erschienen in: Measurement Techniques | Ausgabe 5/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Hybrid three-stage algorithms for identification of geofields that can yield high-quality indicators are examined. Integrable estimation techniques from the hybrid noise-resistant algorithm database are used for effective solution of geofield recovery problems with substantial measurement noise which are difficult to formulate and have multiple extremes. Fuzzy regression models are shown to lead to a multi-extremum non-convex optimization problem. An example is given of a single-extremum problem for finding a fuzzy linear regression model.
Vorheriger Artikel Application and Power of Parametric Criteria for Testing the Homogeneity of Variances. Part IV
Nächster Artikel Linear-Fractional Measurement Equation

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren
Literatur
1.
A. M. Pashayev, R. A. Sadykhov, F. T. Ildyz, and Kh. T. Karabork, “Recovering the parameters of geofi elds,” Izmer. Tekhn., No. 12, 3–9 (2005).
2.
A. M. Pashayev, R. A. Sadykhov, F. G. Ramazanov, and F. S. Nazirli, “Recovery of the parameters of geofields with measurement noise taken into account. Part 2. Identification, regularization, and soft computing methods,” Izmer. Tekhn., No. 10, 6–14 (2010).
3.
R. L. Hardy, “Theory and Applications of the multiquadric-biharmonic method,” Comp. & Math. with Applic., 19, No. 819, 163–208 (1990).CrossRefMATH
4.
E. J. Kansa, “Multiquadrics – a scattered data approximation scheme with applications to computational fl uid dynamics II: Solutions to parabolic, hyperbolic and elliptic partial differential equations,” Comp. & Math. with Applic., 19, No. 819, 147–162 (1990).CrossRefMATH
5.
Y. T. Gu, “Meshless local Kriging method for large deformation analyses,” Comp. Meth. Appl. Mech. Eng., 196, 1673–1684 (2007).CrossRefMATH
6.
G. R. Liu, “Point interpolation method based on local residual formulation using radial basis functions,” Struct. Eng. & Mech., 14, No. 6, 713–732 (2009).CrossRef
7.
R. A. Sadykhov, Mathematical Models and Efficient Algorithms for Solving Optimization Problems in Automatic Control Systems for Oil Production: Auth. Abstr. Doct. Thesis in Tech. Sci., Baku (1995).
8.
A. Pegat, Fuzzy Modeling and Control, BINOM. Lab. Znanii, Moscow (2009).
9.
V. V. Borisov, V. V. Kruglov, and A. S. Fedulov, Fuzzy Models and Networks, Goryachaya Liniya – Telekom, Moscow (2012).
10.
I. Dreo, Metaheuristics for Hard Optimization Methods and Case Studies, Springer, Berlin (2006).MATH
11.
A. V. Lavygina, Algorithm Programs for Identification of Fuzzy Models Based on Hybrid Methods: Auth. Abstr. Cand. Thesis in Tech. Sci., Tomsk (1995).
12.
R. Aliyev, “Genetic algorithms-based fuzzy regression analysis,” Soft Comput., 6, No. 6, 470–475 (2002).CrossRef
13.
A. S. Shvedov, On Fuzzy-Random Quantities, Preprint WP2/2013/02, NIU VShE, Moscow (2013).
14.
A. P. Voshchinin, “Interval analysis: development and perspectives,” Zavod. Lab. Diagn. Mater., 68. No. 1, 118–126 (2002).
15.
Yu. A. Zak, Decision Making with Fuzzy and Diffuse Data. Technologies, KD LIBROKOM, Moscow (2013).
16.
A. Pashayev, D. Askerov, C. Ardil, et al., “Identification of aircraft gas turbine engines temperature condition,” Int. J. Comp. Inform. Syst. Sci. Eng., 1, No. 1, 10–18 (2007).
Metadaten
Titel
Modeling, Reproduction, and Mapping of Geofields with and Without Measurement Noise. Part 4. Spline, Geostatistical, and Fuzzy Regression Analysis Techniques
verfasst von
A. M. Pashayev
R. A. Sadykhov
S. B. Habibullayev
Publikationsdatum
22.08.2017
Verlag
Springer US
Erschienen in
Measurement Techniques / Ausgabe 5/2017
Print ISSN: 0543-1972
Elektronische ISSN: 1573-8906
DOI
https://doi.org/10.1007/s11018-017-1214-3

Weitere Artikel der Ausgabe 5/2017

Measurement Techniques 5/2017 Zur Ausgabe

FUNDAMENTAL PROBLEMS IN METROLOGY

Cosmological Distance Scale. Part 6. Statistical Anisotropy of Red Shift

THERMAL MEASUREMENTS

A Systematic Method of Improving the Accuracy of an Information and Measuring System for Determining the Thermophysical Properties of Materials Under the Effect of Destabilizing Factors

RADIO MEASUREMENTS

Water Vapor Radiometer: Measuring Instrument of Atmospheric Brightness Temperature

OriginalPaper

Linearization of the Positional Characteristics of a Fiber-Optic Transducer Based on the Magneto-Optical Effect

IONIZING RADIATION MEASUREMENTS

Special Radiometric Complex with Calorimeter for Determining the Radioactivity of Radionuclides

OriginalPaper

Analysis of the Conditions for Determining the Thermal Diffusivity of Organic Liquids by the Laser Pulse Method