Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 6, Issue 2


Published
on

May 20, 2022


Pages

867-884


DOI

Article

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


Authors

Hongpeng Yan Affiliation:
Jilin Animation Institute, Changchun, Jilin 130012, China


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.


Keywords

Intuitionistic fuzzy language, concept lattice, rule extraction


Citation

Yan, H. (2021). Research on rule extraction method based on concept lattice of intuitionistic fuzzy language. Applied Mathematics and Nonlinear Sciences, 6(2), 867–884. https://doi.org/10.2478/amns.2021.2.00187

Published by: Engineering Journals

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