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

ISSN Imprimer: 1064-2315
ISSN En ligne: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v44.i12.50
pages 37-42

Application of the Methods of Complexation of Analogs and Fuzzy Logic for Prediction of Some Operation Metrics

Yuriy P. Zaychenko
Institute of Applied Systems Analysis of National Technical University of Ukraine "Kiev Polytechnical Institute", Ukraine
Andrey V. Basarab
National Technical University of Ukraine "Kiev Polytechnical Institute", Ukraine

RÉSUMÉ

We suggest usage of the methods of complexation of analogs, the Mamdani controller for analysis and prediction of metrics for estimation of activity of staff of software maintenance department. We developed software, which realizes this technique as well as the method of exponential smoothing, which is used for comparison of productivity and quality of prediction. The conducted experiments showed high efficiency of the methods. Recommendations for methods usage for prediction of different samplings are adduced.


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