Characteristic polynomial

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The characteristic polynomial of a square matrix <math>A</math> is given by,

<math>f(\lambda) = \det(A-\lambda I)</math>

where <math>I</math> is the identity matrix. The roots of this polynomial are the eigenvalues of the matrix.