Square matrix and its transpose satisfying an equation

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SUMMARY

A square matrix A that satisfies the equation A3 + 4A2 - 2A + 7I = 0 also has its transpose AT satisfying the same equation. The key insight is that taking the transpose of both sides of the equation simplifies the problem. Specifically, the transpose of a product of matrices follows the rule (AB)T = BTAT, which applies to the powers of A in this case. This leads to the conclusion that if A meets the initial condition, so does AT.

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Lord Anoobis
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Homework Statement


Show that if a square matrix A satisfies

A3 + 4A2 -2A + 7I = 0
Mod note: It took me a little while to realize that the last term on the left is 7I, seven times the identity matrix. The italicized I character without serifs appeared to me to be the slash character /.

then so does AT

Homework Equations

The Attempt at a Solution


What I notice is that for any n x n matrix A and powers thereof, the diagonals of A and the transpose are the same. I experimented with a 2 x 2 matrix (with entries a, b, c, d), squared and cubed to see what happens and the result, aside from being somewhat messy, ends with each matrix reducing to I when appropriate row operations are applied. I'm not sure how to proceed from here or if I'm even on the right track with this thinking. Please assist.
 
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Lord Anoobis said:

Homework Statement


Show that if a square matrix A satisfies

A3 + 4A2 -2A + 7I = 0

then so does AT

Homework Equations

The Attempt at a Solution


What I notice is that for any n x n matrix A and powers thereof, the diagonals of A and the transpose are the same. I experimented with a 2 x 2 matrix (with entries a, b, c, d), squared and cubed to see what happens and the result, aside from being somewhat messy, ends with each matrix reducing to I when appropriate row operations are applied. I'm not sure how to proceed from here or if I'm even on the right track with this thinking. Please assist.

You are thinking about this too hard. Just take the transpose of both sides of that equation. For example, what is ##(A^3)^T## in terms of ##A^T##.
 
Dick said:
You are thinking about this too hard. Just take the transpose of both sides of that equation. For example, what is ##(A^3)^T## in terms of ##A^T##.
Damn. I really should have seen that, unbelievably simple. Of course , hindsight is always 20/20. Thanks.
 

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