Solving Ax=b with Matrices A and C

  • Thread starter Thread starter flash
  • Start date Start date
  • Tags Tags
    Matrices
Click For Summary

Homework Help Overview

The discussion revolves around solving the equation Ax = b, where A is a matrix of dimensions 3x4 or 4x3, and C is a corresponding matrix that interacts with A to yield the identity matrix. The original poster seeks clarification on the implications of these matrix properties for finding solutions to the equation.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the relationship between matrices A and C, particularly focusing on the implications of AC = I and CA = I. Questions arise about the uniqueness of solutions and the conditions under which solutions exist.

Discussion Status

Some participants have provided hints and guidance regarding the manipulation of the matrices and the implications of invertibility. There is ongoing exploration of the uniqueness of solutions based on the properties of the matrices involved, with some participants questioning assumptions about the invertibility of A.

Contextual Notes

There are discussions about the dimensions of the matrices and the implications for the existence and uniqueness of solutions, particularly in the context of the original poster's confusion regarding the problem statement.

flash
Messages
66
Reaction score
0
Suppose A is a 3 x 4 matrix and there exists a 4 x 3 matrix C such that AC = I (the 3x3 identity matrix). Let b be an arbitrary vector in R3. Produce a solution of Ax=b.

I'm not quite sure what the question is asking. I think I just need someone to point me in the right direction.

Thanks
 
Physics news on Phys.org
Hi flash! :smile:

Hint: AC = I … so multiply something by I ! :wink:
 
Further hint if the one given above is too vague: Multiply it on the right side of I.
 
If AC= I then CA= I.

How would you solve Ax= b if A, x, and b were NUMBERS?
 
Ax = b
CAx = Cb
Ix = Cb
x = Cb

Am I on the right track?
 
flash said:
Am I on the right track?

Not only on the right track … you've arrived at Grand Central! :biggrin:

You have proved that A sends Cb to ACb = Ib = b.

So A(Cb) = b.

In other words, x = Cb is a solution to Ax = b. :smile:
 
Ok, thanks. The other part of the question goes:
A is a 4x3 matrix
C is a 3x4 matrix such that CA = I
Suppose, for some given b in R4 that Ax=b has at least one solution. Show that this solution is unique.

Can I just say x = Cb which implies that there is only one solution for x? I'm thinking that I should say something along the lines of: if there exists a C such that CA = I then A must have no free variables.
 
Hint: What does it mean for a matrix to be invertible? If you had an invertible matrix, what does this say about the number of solutions for every b in Ax = b?
 
flash said:
Ok, thanks. The other part of the question goes:
A is a 4x3 matrix
C is a 3x4 matrix such that CA = I
Suppose, for some given b in R4 that Ax=b has at least one solution. Show that this solution is unique.

Can I just say x = Cb which implies that there is only one solution for x? I'm thinking that I should say something along the lines of: if there exists a C such that CA = I then A must have no free variables.

Yes, that's all you need to do. C is a given matrix , b is a given vector: since multiplication of a 3x4 matrix with a 4 dimensional vector (a 4x1 matrix) is "well defined", x= Cb must be a specific, unique vector.

(I think BryanP's response is to your previous question- though then I don't know why he refers to " the number of solutions for every b in Ax = b". Here, A is not invertible. Only square matrices are invertible.)
 
Last edited by a moderator:
  • #10
HallsofIvy said:
(I think BryanP's response is to your previous question- though then I don't know why he refers to " the number of solutions for every b in Ax = b". Here, A is not invertible. Only square matrices are invertible.)

I apologize for that. I didn't notice my error about the invertibility.
 

Similar threads

  • · Replies 25 ·
Replies
25
Views
3K
  • · Replies 69 ·
3
Replies
69
Views
11K
  • · Replies 18 ·
Replies
18
Views
4K
  • · Replies 19 ·
Replies
19
Views
3K
Replies
24
Views
4K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 11 ·
Replies
11
Views
4K
  • · Replies 13 ·
Replies
13
Views
3K
Replies
18
Views
2K