Analysis of Methods of Building and Researching of Fuzzy Cognitive Models
The report presents the results of a comparative analysis of methods for parameterization of cognitive models based on the use of fuzzy set theory and antonym logic. Reasoned expediency of using methods of the logic of antonyms in the construction and research of cognitive models of weakly structured situations. An approach to calculating the magnitudes of the indirect and total influence of factors on each other in certain types of cognitive models built based on the logic of antonyms is proposed.
Authors
- Nina Kuchuk (ORCID: https://orcid.org/0000-0002-0784-1465)
- Анатолій Адаменко (ORCID: https://orcid.org/0000-0002-1374-7301)
- Oleksandr Zakovorotnyi (ORCID: https://orcid.org/0000-0003-4415-838X)
Institutions
- Ivan Kozhedub Kharkiv National Air Force University (UA)
- National Technical University "Kharkiv Polytechnic Institute" (UA)
Publication Details
- Published
- 2024-10-07
- DOI
- https://doi.org/10.1109/khpiweek61434.2024.10878065
- Citations
- 1
- Primary Topic
- Cognitive Science and Mapping
- Type
- article
- Field-Weighted Citation Impact
- 0.35