Eigenvalues and Eigenvectors

Matrix = [ ]
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Summary:
An eigenvector of a matrix M is a vector v such that Mv = λv for some λ.
λ is the eigenvalue or characteristic value associated with the eigenvector v.
λ is obtained by solving | M - λI | = 0