Bilas O. Methods for recognition and classification of the control system states using neural network technologies

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0404U002262

Thesis Registration Form

0404U002262.pdf

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

27-05-2004

Specialized Academic Board

Д 35.813.01

Essay

The dissertation resolves scientific-practical problem - creation of pattern recognition and classifications methods by means of neural networks technologies in control systems. Methods for recognition and classification using neural network technologies give an opportunity to solve problems of prediction probabilistic states in control systems of polyvalent objects. The developed method of definition classifier nonlinearity allows to estimate capabilities and quality of performing neural networks classifier.

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