Eigenvectors

The eigenvectors of A corresponding to an eigenvalue are the nonzero vectors that satisfy Ax = x.  Equivalently the eigenvectors corresponding to are the nonzero vectors in the solution space of (I - A)x = 0.  For example, given

   

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A.8b