Proving AB & BA Have Same Characteristic Polynomial - Simple Ways

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SUMMARY

The discussion focuses on proving that the matrices AB and BA have the same characteristic polynomial. It establishes that if A is invertible, AB and BA are similar matrices, leading to the conclusion that they share the same characteristic polynomial. The proof utilizes the determinant properties and the identity matrix, demonstrating that the characteristic polynomial can be expressed in terms of both AB and BA. Additionally, it addresses the case when A is not invertible by analyzing the continuity of the characteristic equation.

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  • Basic understanding of continuity in mathematical functions
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If you're happy that Det(AB)=Det(BA), then with I the identity matrix,
the characteristic polynomial is

p(x) = Det(AB-xI) = Det(IAB-xI2) = Det(B-1BAB-xB-1BI)
= Det(BABB-1-xBIB-1) = Det(BA-xI)
 


If A is invertible, than it is evident that AB and BA are similar matrices, therefore they have the same characteristic polynomial. Otherwise, we notice that the equation in lambda, det(A-lambda I)=0 has finitely many solutions. We can take epsilon such that, for all lambda 0<|lambda|<epsilon, A-lambda I is invertible. Therefore, (A-lambda I)B and B(A-lambda I) must have the same characteristic equation. Also, det(xI-(A-lambda I)B)=det(xI-B(A-lambda I)). For fixed x, each side of this equation is a polynomial in lambda, hence it is continuous. We can take lambda->0 and we are done.
 

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