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where I is the identity matrix. The solutions of the characteristic equation are precisely the eigenvalues of the matrix A. The polynomial to the left of "=" is the characteristic polynomial of the matrix.
For example, for the matrix
the characteristic equation is
The eigenvalues of this matrix are therefore 20 and 25.
Linear algebra Equations