Solbing equation A(u)=B(v) for square matrices A and B

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Discussion Overview

The discussion revolves around the equation A(u) = B(v), where A and B are n x n matrices and u and v are n-dimensional vectors. Participants explore the conditions under which u can be determined as a function of v, particularly focusing on the invertibility of matrix A.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • IVL questions whether the only way to determine u as a function of v is to require that A is invertible, suggesting u = A^{-1}B(v) as a potential solution.
  • DonAntonio responds that requiring A to be invertible is necessary to guarantee a solution, implying that without this condition, each case must be examined individually.
  • IVL refines the question, proposing that for each choice of v, the equation has a unique solution u if and only if det(A) is non-zero.
  • Another participant confirms that a unique solution exists if and only if A is invertible, reiterating u = A^{-1}Bv.

Areas of Agreement / Disagreement

Participants generally agree that the invertibility of matrix A is crucial for determining a unique solution for u in terms of v. However, the discussion does not resolve whether there are other methods to solve the equation without this condition.

Contextual Notes

The discussion does not address potential limitations regarding the specific forms of matrices A and B or the implications of non-invertibility on the uniqueness of solutions.

ivl
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Dear all,

this is perhaps a trivial question, so I apologise in advance. Any help is greatly appreciated nonetheless.

==The Equation==
The equation under consideration is:

A(u)=B(v)

where A and B are n times n matrices, while u and v are n-dimensional vectors.

==The Question==
From the above equation, I would like to determine u as a function of v.
Question: is the only way of determining u as a function of v to require that A is invertible?
In other words, is it correct to say that the only way of solving the above equation for u is u=A^{-1}B(v) ?

Thanks a lot,
IVL
 
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ivl said:
Dear all,

this is perhaps a trivial question, so I apologise in advance. Any help is greatly appreciated nonetheless.

==The Equation==
The equation under consideration is:

A(u)=B(v)

where A and B are n times n matrices, while u and v are n-dimensional vectors.

==The Question==
From the above equation, I would like to determine u as a function of v.
Question: is the only way of determining u as a function of v to require that A is invertible?
In other words, is it correct to say that the only way of solving the above equation for u is u=A^{-1}B(v) ?

Thanks a lot,
IVL



Well, more than "saying that the only way...", I'd say that requiring A to be invertible is the only way to guarantee that there's a solution to your problem, otherwise we'd have to look at each case in particular.

DonAntonio
 
Thanks for your reply, DonAntonio.

You are right, my question was a bit too vague. But you understood what I meant.

Perhaps a more meaningful way to put the question would be:

-given two n times n matrices, A and B
-let u and v be two n-dimensional vectors

A(u)=B(v)

For each choice of v, the above equation has a UNIQUE solution u if and only if det(A) is non-zero.

Correct?

Thanks
IVL
 
There is a unique solution if and only if A is invertible and in that case u= A-1Bv.
 
Thanks everybody,

glad to see things got clearer in my head. Problem solved.

Cheers
IVL
 

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