Is 1/λ an Eigenvalue of the Inverse of A?

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SUMMARY

If A is an invertible matrix and λ is a non-zero eigenvalue, then 1/λ is definitively an eigenvalue of the inverse matrix A⁻¹. This conclusion arises from the relationship Av = λv, where v is an eigenvector. By manipulating this equation, we find that A⁻¹(λv) = v, which leads to the identification of 1/λ as an eigenvalue of A⁻¹.

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  • Understanding of eigenvalues and eigenvectors
  • Familiarity with matrix inversion
  • Knowledge of linear algebra concepts
  • Basic proficiency in mathematical proofs
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  • Study the properties of invertible matrices in linear algebra
  • Learn about the spectral theorem and its implications for eigenvalues
  • Explore the relationship between eigenvalues and matrix transformations
  • Investigate the implications of eigenvalue multiplicity in matrix theory
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Students and professionals in mathematics, particularly those studying linear algebra, as well as researchers and educators looking to deepen their understanding of matrix theory and eigenvalue properties.

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How do I prove that if A is an invertible matrix and lambda does not equal zero then one dived by lambda is an eigenvalue of the inverse of A?
 
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First of all, if A is invertible, then none of the eigenvalues can be 0, by definition.

Second, consider

Av = \lambda v

for some eigenvector v. What is

A^{-1}(\lambda v)

?
 

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