Sunday, April 17, 2016

linear algebra - Constant term in the characteristic polynomial of A



a. Show that if A is any n×n matrix, the constant term in the characteristic polynomial of A is det(A).



b. Deduce that A is invertible if and only if λ=0 is not an eigenvalue of A.



I know that the characteristic polynomial P(λ) = \operatorname{det}( A - \lambda I_n ) and \lambda is an eigenvalue if and only if P(λ) = \operatorname{det}( A - \lambda I_n )=0 but I'm not sure where to go from there.


Answer




Hint:



From the definition we have:
P(\lambda)= \det \begin{bmatrix} a_{11}-\lambda & a_{12} & \cdots &a_{1n}\\ a_{21} & a_{22}-\lambda & \cdots &a_{2n}\\ \cdots\\ a_{n1} & a_{n2} & \cdots &a_{nn}-\lambda\\ \end{bmatrix}= (-1)^n(\lambda^n+c_1\lambda^{n-1}+c_2\lambda^{n-2}+\cdots c_n)



take \lambda=0


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