<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Studying the concept lattice of intuitionistic fuzzy language can not only enable an intuitive expression of the relationship between objects and attributes but also ensure the effectiveness of information, and it thus provides a new idea for the development of artificial intelligence. Therefore, in this paper, the rule extraction method is studied based on the concept lattice of intuitionistic fuzzy language. By combining the formal context of intuitionistic fuzzy language with the context of decision formal, the formal context of intuitionistic fuzzy language decision is put forward and the rule extraction method under this context is constructed. The problem of decision making in real life can be solved through the weighted similarity in the formal context of intuitionistic fuzzy language.</p>
</abstract>

Studying the concept lattice of intuitionistic fuzzy language can not only enable an intuitive expression of the relationship between objects and attributes but also ensure the effectiveness of information, and it thus provides a new idea for the development of artificial intelligence. Therefore, in this paper, the rule extraction method is studied based on the concept lattice of intuitionistic fuzzy language. By combining the formal context of intuitionistic fuzzy language with the context of decision formal, the formal context of intuitionistic fuzzy language decision is put forward and the rule extraction method under this context is constructed. The problem of decision making in real life can be solved through the weighted similarity in the formal context of intuitionistic fuzzy language.

Research on rule extraction method based on concept lattice of intuitionistic fuzzy language

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Studying the concept lattice of intuitionistic fuzzy language can not only enable an intuitive expression of the relationship between objects and attributes...

Research on rule extraction method based on concept lattice of intuitionistic fuzzy language

Published Online: May 20, 2022

Page range: 867 - 884

Received: Mar 04, 2022

Accepted: Apr 10, 2022

DOI: https://doi.org/10.2478/amns.2021.2.00187

Keywords
Intuitionistic fuzzy language, concept lattice, rule extraction

© 2023 Hongpeng Yan, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

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Research on rule extraction method based on concept lattice of intuitionistic fuzzy language

Published Online: May 20, 2022

Page range: 867 - 884

Received: Mar 04, 2022

Accepted: Apr 10, 2022

DOI: https://doi.org/10.2478/amns.2021.2.00187

KeywordsIntuitionistic fuzzy language, concept lattice, rule extraction

© 2023 Hongpeng Yan, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Fig. 1

Fig. 2

Fig. 3

Fig. 4

Fig. 5

Keywords
Intuitionistic fuzzy language, concept lattice, rule extraction