Computational intelligence

Authors

Oleksandr Zakovorotnyi
National Technical University "Kharkiv Polytechnic Institute"
https://orcid.org/0000-0003-4415-838X
Tetiana Orlova
National Technical University "Kharkiv Polytechnic Institute"
https://orcid.org/0000-0001-8835-7570
Denys Grynov
National Technical University "Kharkiv Polytechnic Institute"
https://orcid.org/0009-0007-3092-9397

Keywords:

artificial intelligence, fuzzy logic, fuzzy inference systems, genetic algorithms

Synopsis

The fundamental aspects of fuzzy logic, fuzzy inference systems, and genetic algorithms are considered. Both theoretical and practical aspects of modern fuzzy systems, as well as genetic algorithms, are analyzed in detail, from their mathematical basis and principles of operation to practical methods of their use for optimization and solving problems in the field of artificial intelligence. The manual illustrates the theoretical material with a large number of examples, which helps to better understand and apply the material presented.

Author Biographies

Oleksandr Zakovorotnyi, National Technical University "Kharkiv Polytechnic Institute"

Doctor of Technical Sciences, Head of the Department of Computer Engineering and Programming, Professor of the Computer Engineering and Programming

Tetiana Orlova, National Technical University "Kharkiv Polytechnic Institute"

Senior Lecturer, Department of Computer Engineering and Programming

Denys Grynov, National Technical University "Kharkiv Polytechnic Institute"

Candidate of Technical Sciences, Associate Professor of the Department of Computer Engineering and Programming

Обкладинка

Published

January 30, 2025

Details about this monograph

ISBN-13 (15)

978-617-05-0466-1