Putnam problem on matrices + invertibility

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Homework Help Overview

The problem involves two distinct n x n matrices, A and B, with real entries, and examines the conditions under which the matrix C = A^2 + B^2 can be invertible, given that A^3 = B^3 and A^2B = B^2A.

Discussion Character

  • Conceptual clarification, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants explore the interpretation of the problem, questioning whether it asks for a proof of invertibility for all matrices A and B or for specific cases. There is discussion about the implications of the conditions on the matrices and the potential for contradictions.

Discussion Status

The discussion has progressed with participants considering various approaches to the problem, including the implications of the conditions on the matrices. Some participants suggest that the conditions may force C to be non-invertible, while others explore the consequences of assuming C is invertible.

Contextual Notes

Participants note the importance of the distinction that A and B are different matrices, which influences their reasoning. There is also mention of the challenges associated with using determinants in this context, as well as the potential pitfalls of relying on determinant properties.

Mr Davis 97
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Homework Statement


Let ##A## and ##B## be different ##n \times n## with real entries. If ##A^3 = B^3## and ##A^2 B = B^2 A##, can ##A^2 + B^2## be invertible?

Homework Equations

The Attempt at a Solution


So, first of all I am just trying to interpret the question correctly. Does "can ##A^2 + B^2## be invertible" mean "does there exist distinct matrices A and B such that ##A^2+B^2## is invertible" or does it mean "prove that ##A^2 + B^2## is invertible for all A and B"?
 
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Mr Davis 97 said:

Homework Statement


Let ##A## and ##B## be different ##n \times n## with real entries. If ##A^3 = B^3## and ##A^2 B = B^2 A##, can ##A^2 + B^2## be invertible?

Homework Equations

The Attempt at a Solution


So, first of all I am just trying to interpret the question correctly. Does "can ##A^2 + B^2## be invertible" mean "does there exist distinct matrices A and B such that ##A^2+B^2## is invertible" or does it mean "prove that ##A^2 + B^2## is invertible for all A and B"?
It means, prove or disprove that ##C:=A^2+B^2## is invertible for all matrices ##A## and ##B## which satisfy the conditions ##A^3=B^3## and ##A^2B=B^2A##.

So either ##C## is never invertible, or we have to find a case, i.e. certain matrices ##A## and ##B## with these conditions, that make ##C## regular. Since this looks not quite easy, I assume the conditions on ##A## and ##B## force ##C## to be not invertible.

Correction: What if ##A## and ##B## are diagonal matrices?
 
fresh_42 said:
It means, prove or disprove that ##C:=A^2+B^2## is invertible for all matrices ##A## and ##B## which satisfy the conditions ##A^3=B^3## and ##A^2B=B^2A##.

So either ##C## is never invertible, or we have to find a case, i.e. certain matrices ##A## and ##B## with these conditions, that make ##C## regular. Since this looks not quite easy, I assume the conditions on ##A## and ##B## force ##C## to be not invertible.

Correction: What if ##A## and ##B## are diagonal matrices?
If A and B were diagonal, and if ##A^3 = B^3##, wouldn't that imply that ##A = B##, which violates the condition that ##A \neq B##?
 
Oh, I missed this little word different. You should have written it ##A\neq B## in the first place. :wink:
And this is the road to the solution, a contradiction to this condition.
 
fresh_42 said:
Oh, I missed this little word different. You should have written it ##A\neq B## in the first place. :wink:
Sorry, I just pasted the question word-for-word.

So as of right now should I be trying to show that ##\det(A^2 + B^2) = 0##, given the conditions?
 
Mr Davis 97 said:
Sorry, I just pasted the question word-for-word.

So as of right now should I be trying to show that ##\det(A^2 + B^2) = 0##, given the conditions?
No sorry, that was a joke. I once said: "I'm a guy, you have to shout!"

Anyway, it's far easier than that. What is ##(A^2+B^2)\cdot A## ?
 
fresh_42 said:
No sorry, that was a joke. I once said: "I'm a guy, you have to shout!"

Anyway, it's far easier than that. What is ##(A^2+B^2)\cdot A## ?
Well, ##(A^2 + B^2)A = A^3 + B^2 A = A^3 + A^2 B = A^2 (A+B)## or ##A^3 + B^2 A = B^3 + A^2 B = (A^2 + B^2)B##, but I don't see where any of those two expressions get me. What exactly am I trying to show, if I am not trying to show that ##\det (A^2 + B^2) = 0##? That ##\det (A^2 + B^2) \neq 0##
 
You have ##(A^2+B^2)A=(A^2+B^2)B##. Why do you stop here? Write it with ##C=A^2+B^2## if this is easier. I don't think that you have a chance to get your hands on the determinant and if, certainly not the easy way.
 
fresh_42 said:
You have ##(A^2+B^2)A=(A^2+B^2)B##. Why do you stop here? Write it with ##C=A^2+B^2## if this is easier. I don't think that you have a chance to get your hands on the determinant and if, certainly not the easy way.
So... we have CA = CB. If C were invertible, then A = B, which is a contradiction. Hence C is not invertible. Is that right?
 
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  • #10
Mr Davis 97 said:
So... we have CA = CB. If C were invertible, then A = B, which is a contradiction. Hence C is not invertible. Is that right?
Yes. It's even shorter than mine. I wrote ##(A^2+B^2)(A-B) = C(A-B)=0## and with ##A \neq B## we have an element in the image of ##A-B## which is not zero, and thus has to be in the kernel of ##C=A^2+B^2##.
 
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  • #11
fresh_42 said:
Yes. It's even shorter than mine. I wrote ##(A^2+B^2)(A-B) = C(A-B)=0## and with ##A \neq B## we have an element in the image of ##A-B## which is not zero, and thus has to be in the kernel of ##C=A^2+B^2##.
So what got me stuck was that I was convinced that I should have been trying to prove something with determinants. How did you know that determinants wouldn't be involved? If I knew beforehand that using determinants would be futile, I could have gotten the answer quite easily.
 
  • #12
Mr Davis 97 said:
So what got me stuck was that I was convinced that I should have been trying to prove something with determinants. How did you know that determinants wouldn't be involved? If I knew beforehand that using determinants would be futile, I could have gotten the answer quite easily.
We both used ##A \neq B## and as you have mentioned as answer to my suggestion of diagonal matrices, it's really necessary. But if we apply the determinant, e.g. on ##C(A-B)=0## we get ##\det C = 0## or ##\det (A-B) = 0##. But how can we exclude the second case? The determinant can well be zero without the matrices being equal. The same goes for your equation ##CA=CB## and then ##\det A = \det B##. The determinant "destroys" some properties in the sense that it makes some different matrices indistinguishable. As we now know that ##A^2+B^2## cannot be regular, there might be a way to operate with determinants, I just don't see one and the multiplication ##(A^2+B^2)A## was too tempting. I probably did too many calculations in groups in my life, so it became somehow natural to play with them as I saw the commutation conditions given.
 
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  • #13
Mr Davis 97 said:
So what got me stuck was that I was convinced that I should have been trying to prove something with determinants. How did you know that determinants wouldn't be involved? If I knew beforehand that using determinants would be futile, I could have gotten the answer quite easily.

Usually we try to avoid determinants of sums, so try to stay away from things like ##\det(A+B)##. If you look at the horrible formulas for the determinant of a sum, you will see why.
 
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