A Method for Finding LR Fuzzy Eigenvectors of Real Symmetric Matrix

In this paper, the calculation methods of the real eigenvalues and LR fuzzy eigenvectors of clear real symmetry matrices are deeply considered. The original fuzzy feature problem is extended by using the arithmetic algorithm of LR fuzzy numbers into a simple feature problem with a high-order clear real symmetry matrix. We discuss two cases: (a) λ is a non-negative unknown eigenvalue; (b) λ is a negative unknown eigenvalue. We established two computational models and proposed an algorithm for finding the fuzzy eigenvectors of the true symmetry matrix. Some numerical examples are used to illustrate our proposed method.

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Publication Details

Journal
Fuzzy Sets and Systems
Published
2024-08-08
DOI
https://doi.org/10.71602/tfss.2024.1128565
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

A Method for Finding LR Fuzzy Eigenvectors of Real Symmetric Matrix

Fuzzy Sets and Systems
Cell Image Analysis Techniques
article

A Method for Finding LR Fuzzy Eigenvectors of Real Symmetric Matrix

article en

Abstract

In this paper, the calculation methods of the real eigenvalues and LR fuzzy eigenvectors of clear real symmetry matrices are deeply considered. The original fuzzy feature problem is extended by using the arithmetic algorithm of LR fuzzy numbers into a simple feature problem with a high-order clear real symmetry matrix. We discuss two cases: (a) λ is a non-negative unknown eigenvalue; (b) λ is a negative unknown eigenvalue. We established two computational models and proposed an algorithm for finding the fuzzy eigenvectors of the true symmetry matrix. Some numerical examples are used to illustrate our proposed method.

Fuzzy Sets and Systems
Northwest Normal University (CN)
Openalex Percentile: Top 51%
Cell Image Analysis Techniques
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A Method for Finding LR Fuzzy Eigenvectors of Real Symmetric Matrix · Fuzzy Sets and Systems (2024) | TGRS Research Map | TGRS