Transactions on Fuzzy Sets and Systems (Nov 2024)

A Method for Finding LR Fuzzy Eigenvectors of Real Symmetric Matrix

  • Xinyi Duan,
  • Hangru Lin,
  • Xiaobin Guo

Journal volume & issue
Vol. 3, no. 2
pp. 186 – 199

Abstract

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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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