Thursday, October 10, 2019

linear algebra - Given a Characteristic Polynomial of a Matrix...


This question contains three parts. I have already answered the first two. The last part is confusing me.


Suppose A is a 4×4 matrix whose characteristic polynomial is p(x)=(x1)(x+2)2(x3).



Part (a): Show that A is invertible. Find the characteristic polynomial of A1.


We have that the roots of a characteristic polynomial are the eigenvalues of A. That is, λ=2,2,1,3 are our eigenvalues. The determinant of an n×n matrix is the product of its eigenvalues. Hence, detA=12. An n×n matrix is invertible if and only if its determinant is nonzero. Therefore, A is invertible.


Since none of the eigenvalues are zero, we have that λ is an eigenvalue of A if and only if 1λ is an eigenvalue of A1. Then, the characteristic polynomial for A1 is q(x)=(x1)(x+1/2)2(x1/3).


Part (b): Find the determinant and trace of A and A1.


This is easy since the determinant of an n×n matrix is the product of its eigenvalues and the trace of an n×n matrix is the sum of its eigenvalues.


Part (c): Express A1 as a polynomial in A. Explain your answer.


Not really sure what part (c) is getting at.


Answer



By the Cayley-Hamilton theorem, we have (A1)(A+2)2(A3)=0, that is, A49A24A+12I=0. Multiply both sides by A1, and be amazed!


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