Shuliakov V. Intelligent dynamic nonlinear object control information system based on neuro-fuzzy control units

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0421U100767

Thesis Registration Form

0421U100767.pdf

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

25-03-2021

Specialized Academic Board

Д 64.089.04

O.M. Beketov national university of urban economy in Kharkiv

Essay

The thesis is devoted to the development of mathematical models, methods and information technologies for decision support in the control system of a dynamic nonlinear object. The thesis research is aimed at improving the efficiency of the control system of a dynamic nonlinear object through the use of artificial neural networks, evolutionary modeling methods and fuzzy logic. Solving the problem of improving the efficiency of the control system of a dynamic nonlinear object requires an appropriate level of intellectualization of the decision support system of such control systems, in connection with which development of intelligent decision support systems for the management of a dynamic nonlinear object is relevant, which led to the choice of research topic, goals and objectives of the thesis.

Read more

Files

autoreferat-Shuliakov_aref (1).pdf

diss_shuliakov (1).pdf

Similar theses

0524U000111

Tetiana A. Honcharenko

Methodological foundations of the formation of a unified information environment for the automation of object-spatial systems in construction projects

0524U000108

Ihor M. Liakh

Methodological foundations of information technology for gene expression data processing and its application in the field of bioinformatics

0524U000074

Andrii Shyshatskyi

Intelligent methods of managing interference protection of radio communication systems under conditions of destabilizing influences

0524U000069

Gnatchuk Elizaveta Gennadievna

Theoretical and applied principles of information technology for supporting medical decision-making considering the civil law grounds

0424U000041

Andrii V. Shokarev

Information and hardware support for eliminating tilting of multistory buildings