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eigenvector. Finding Eigenvalues and Eigenvectors To find the eigenvalues and eigenvectors of a linear transformation, we need to solve a system of equations. Given a matrix representation of the linear transformation, we need to find the non-zero vectors that satisfy the equation Av = λv, where A