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Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN Druckformat: 1064-2315
ISSN Online: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v33.i9.50
8 pages

On One Approach to a Problem of Measurement Processing by Using Calibration Signals Based on Multi-Criteria Optimization

Yuriy A. Belov
Kyiv National Taras Shevchenko University, Kyiv, Ukraine
Andrey L. Zavorotnyi
Kyiv National Taras Shevchenko University, Kyiv, Ukraine
Veda S. Kasyanyuk
Kyiv National Taras Shevchenko University, Kyiv, Ukraine

ABSTRAKT

Two methods of linear functional value estimation by noised values of other linear functionals with unknown kernels have been developed using multi-criteria optimization idea. The behavior of optimization criteria under variation of pareto-optimum parameter are analyzed and the results are presented. Estimation quality and speed of these two methods were compared. Estimation quality dependence on quantity of test signals was shown. Some problems of pareto-optimum parameter choice were solved. Model problem program-solved results using the developed methods were submitted.


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