Q:

Suppose that A is a square matrix. Prove that a single vector may not be an eigenvector of A for two different eigenvalues

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Suppose that A is a square matrix.  Prove that a single vector may not be an eigenvector of A for two different eigenvalues.

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Suppose that the vector x 0 is an eigenvector of A for the two eigenvalues λ and ρ, where λ ≠ρ. Then λ − ρ ≠0, and we also have

0 = Ax Ax                                                     Property AIC

= λx ρx              Definition EEM

= (λ ρ)x     Property DSAC

By Theorem SMEZV,either λ ρ = 0 or x = 0, which are both contradictions.

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