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.

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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
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article

Analysis of Methods of Building and Researching of Fuzzy Cognitive Models

Nina Kuchuk, Анатолій Адаменко, Oleksandr Zakovorotnyi
1 citations
Cognitive Science and Mapping
0.35
article

Analysis of Methods of Building and Researching of Fuzzy Cognitive Models

Nina Kuchuk, Анатолій Адаменко, Oleksandr Zakovorotnyi
article en
1 citations

Abstract

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.

Ivan Kozhedub Kharkiv National Air Force University (UA), National Technical University "Kharkiv Polytechnic Institute" (UA)
Sustainable cities and communities
Openalex Percentile: Top 29%
Cognitive Science and Mapping
0.35
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