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Improving the efficiency of using multivalued logic tools

Multivalued logics are becoming one of the most important tools of information technology. They are in great demand for creation of artificial intelligence systems that are close to human intelligence, since the functioning of the latter cannot be reduced to the operations of binary logic. At the sa...

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Autores principales: Suleimenov, Ibragim E., Vitulyova, Yelizaveta S., Kabdushev, Sherniyaz B., Bakirov, Akhat S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9859793/
https://www.ncbi.nlm.nih.gov/pubmed/36670172
http://dx.doi.org/10.1038/s41598-023-28272-1
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author Suleimenov, Ibragim E.
Vitulyova, Yelizaveta S.
Kabdushev, Sherniyaz B.
Bakirov, Akhat S.
author_facet Suleimenov, Ibragim E.
Vitulyova, Yelizaveta S.
Kabdushev, Sherniyaz B.
Bakirov, Akhat S.
author_sort Suleimenov, Ibragim E.
collection PubMed
description Multivalued logics are becoming one of the most important tools of information technology. They are in great demand for creation of artificial intelligence systems that are close to human intelligence, since the functioning of the latter cannot be reduced to the operations of binary logic. At the same time, the problem of improving the efficiency of using the results of research in multivalued logics, as well as the problem of interpreting variables of multivalued logic, is acute. These problems create certain interdisciplinary barriers and make it difficult to implement the results of research in the field of multivalued logics in other fields of knowledge. It is shown that the problem of interpreting multivalued logic variables can be removed by establishing correspondence with fuzzy logic variables. Improving the efficiency of using of operations of multivalued logics and their variables can be provided by using their close connection to Galois fields. This connection, among other things, makes it possible to reduce any operations of multivalued logics, the number of variables in which is equal to a prime number, to algebraic functions whose arguments take values in Galois fields. This allows, among other things, to eliminate the very cumbersome constructions used in works on multivalued logic and make its apparatus convenient for use in related scientific disciplines in information technology. Direct verification of the adequacy of algorithms based on the use of Galois fields can be carried out by means of radio-electronic circuits, examples of which are presented in the present paper.
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spelling pubmed-98597932023-01-22 Improving the efficiency of using multivalued logic tools Suleimenov, Ibragim E. Vitulyova, Yelizaveta S. Kabdushev, Sherniyaz B. Bakirov, Akhat S. Sci Rep Article Multivalued logics are becoming one of the most important tools of information technology. They are in great demand for creation of artificial intelligence systems that are close to human intelligence, since the functioning of the latter cannot be reduced to the operations of binary logic. At the same time, the problem of improving the efficiency of using the results of research in multivalued logics, as well as the problem of interpreting variables of multivalued logic, is acute. These problems create certain interdisciplinary barriers and make it difficult to implement the results of research in the field of multivalued logics in other fields of knowledge. It is shown that the problem of interpreting multivalued logic variables can be removed by establishing correspondence with fuzzy logic variables. Improving the efficiency of using of operations of multivalued logics and their variables can be provided by using their close connection to Galois fields. This connection, among other things, makes it possible to reduce any operations of multivalued logics, the number of variables in which is equal to a prime number, to algebraic functions whose arguments take values in Galois fields. This allows, among other things, to eliminate the very cumbersome constructions used in works on multivalued logic and make its apparatus convenient for use in related scientific disciplines in information technology. Direct verification of the adequacy of algorithms based on the use of Galois fields can be carried out by means of radio-electronic circuits, examples of which are presented in the present paper. Nature Publishing Group UK 2023-01-20 /pmc/articles/PMC9859793/ /pubmed/36670172 http://dx.doi.org/10.1038/s41598-023-28272-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Suleimenov, Ibragim E.
Vitulyova, Yelizaveta S.
Kabdushev, Sherniyaz B.
Bakirov, Akhat S.
Improving the efficiency of using multivalued logic tools
title Improving the efficiency of using multivalued logic tools
title_full Improving the efficiency of using multivalued logic tools
title_fullStr Improving the efficiency of using multivalued logic tools
title_full_unstemmed Improving the efficiency of using multivalued logic tools
title_short Improving the efficiency of using multivalued logic tools
title_sort improving the efficiency of using multivalued logic tools
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9859793/
https://www.ncbi.nlm.nih.gov/pubmed/36670172
http://dx.doi.org/10.1038/s41598-023-28272-1
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