Find all 2x2 matrices X such that AX=XA for all 2x2 matrices

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Homework Help Overview

The discussion revolves around finding all 2x2 matrices X that commute with any 2x2 matrix A, expressed mathematically as AX = XA. Participants explore the implications of this condition through algebraic manipulation of matrix elements.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants analyze the equations derived from the commutation condition, questioning the validity of assumptions made regarding the values of matrix elements. There is a focus on the implications of setting certain variables to zero and the reasoning behind these choices.

Discussion Status

The discussion is active, with participants providing feedback on each other's reasoning and algebraic steps. There is recognition of the need for a more rigorous approach, and some participants express uncertainty about the implications of their findings, particularly regarding the uniqueness of solutions.

Contextual Notes

Participants note the challenge of dealing with multiple unknowns in the equations and the potential for non-unique solutions, which adds complexity to the problem. There is also a mention of the original problem statement's essence, indicating a need to remain focused on the requirements of the task.

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Homework Statement


Find all 2x2 matrices X such that AX=XA for all 2x2 matrices

The Attempt at a Solution


Let A =
a b
c d

and X =
w x
y z

Then AX = XA ==>

aw+by=wa+xc ...(1)
ax+bz=wb+xd ...(2)
cw+dy=ya+zc ...(3)
cx+dz=yb+zd ...(4)

(1) ==> by = xc, which holds for all b and c only if x=y=0.
(2) ==> bz = wb, which hods for all b only if z=w.
(3) ==> w=z
(4) ==> x=y=0

So the answer is x=y=0, and w=z. That is, X = k*I with k being any real number and I is the identity matrix.
How does this look?
 
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I see the algebra for (1) ... not the others. Perhaps you should be more explicit.
But your result works. Does k have to be a real number?
 
Hello. Thank you for the reply. The algebra for (2)-(4) were based on the results of (1).

For (2), we have ax+bz=wb+xd; in (1) we decided that x=y=0, thus this expression becomes bz=wb
For (3), if x=y=0, then w=z
For (4), we have cx+dz=yb+zd=> xc=yb, thus x=y=0.I am not too confident with what I did for part 1. "(1) ==> by = xc, which holds for all b and c only if x=y=0. "
Alternatively, could I have also said "(1) ==> by = xc, which holds for all x and y only if b=c=0. "
 
I think I see what you mean. It kinda looks like you are saying that x=y=0 as a strong assertion - you got there by reason more than algebra - and that feels weak right?

I am not too confident with what I did for part 1. "(1) ==> by = xc, which holds for all b and c only if x=y=0. "
Alternatively, could I have also said "(1) ==> by = xc, which holds for all x and y only if b=c=0. "
In the second case, then you have just observed that for any A where b=c=0, the values of x and y in X don't matter.
But your problem was to find the values of x and y (and the rest) that work when b and c are other numbers too.

If you want a more rigorous approach, that depends less on direct reasoning, then try simplifying each line independently, building a matrix of coefficients, then using echelon reduction to arrive at the relationships.
 
Ah I see what you are saying. I had forgotten the essence of the problem statement.

Regarding the rigorous approach, it seems there are too many unknowns for that to come out nicely?
 
No, it just means the solution is not unique...
 

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