Help proving matrix properties:

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The claim that AB^2 = (A^2)(B^2) is not valid for matrices A and B of the same dimensions. The discussion highlights that the equality (AB)^2 = (A^2)(B^2) requires AB to equal BA, which is not guaranteed for arbitrary matrices. The attempt to prove the claim involved manipulating the expressions but ultimately revealed that without the assumption of commutativity, the claim fails. A counterexample using 2x2 matrices can demonstrate this invalidity. Therefore, the statement cannot be proven true in general.
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Homework Statement



Let A, B be both matrices with the same dimensions. Is AB^2 = (A^2)(B^2) a valid claim?

Homework Equations


The Attempt at a Solution



I attempted to show that (AB)^2 = (AB)(AB) = A(BA)B
and that (A^2)(B^2) = (AA)(BB) = A(AB)B, so for A(BA)B to be equal to A(AB)B, AB must be equal to BA, which is not always true.

I discarded this approach as nothing assures me that A and B are both invertible, and thus I cannot prove that A(BA)B = A(AB)B implies BA = AB. My teacher is kinda picky about this stuff.
 
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In fact, it's not generally true that AB = BA, so if you can find a counterexample (start with 2x2 matrices), you will have shown that (AB)2 = A2B2 is not a valid claim.
 
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