what are the properties of characteristic vector and characteristic equation?
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A nonzero vector x is an eigenvector (or characteristic vector) of a square matrix A if there exists a scalar λ such that Ax = λx. Then λ is an eigenvalue (or characteristic value) of A. Thus, in the above example, x1, x2, and x3 are eigenvectors of A and 2, 3, 1 are eigenvalues of A.
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