Finding the inverse of an m*n matrix

In summary, to prove that if A is an mXn matrix, there is an invertible matrix C such that CA is in reduced row-echelon form, you need to think about how to row-reduce A. Each row operation corresponds to an elementary matrix, which can be applied to an nXn identity matrix. The product of these elementary matrices will be the invertible matrix C needed to row-reduce A. This can be extended to any mXn matrix.
  • #1
John O' Meara
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Prove that if A is an mXn matrix, there is an invertible matrix C such that CA is in reduced row-echelon form. I think I know how to get the inverse of a square or an nXn matrix B, i.e., each elementary row operation carried out on B is also carried out on an identity matrix I. [B|I] to give [I|B^-1]. But I have no idea how to do the same to an mXn matrix A in order to find C. In fact are all mXn matrices invertible? I doubt it. I am studing this on my own, so please give a hint or two to get started. Thanks.
 
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  • #2
No, an "m by n matrix" (without m= n) does not have a true "inverse" and you don't need one. Instead think about how you would row-reduce A. In order that CA exist and C be invertible, C must be an "n by n" square matrix. Every row operation corresponds to an "elementary" matrix- the same row operation applied to the n by n identity matrix. C will be the product of the elementary matrices corresponding to the row operations required to row-reduce A.
 
  • #3
I tried what you said first on a 2 by 3 matrix A, and I found the matrix C without any problem. I need to extend it now to a the general m by n matrix A. Thanks for your help.
 

FAQ: Finding the inverse of an m*n matrix

What is an inverse of an m*n matrix?

An inverse of an m*n matrix is a matrix that, when multiplied by the original matrix, results in the identity matrix. In other words, it "undoes" the original matrix's transformations.

How do you find the inverse of an m*n matrix?

The inverse of an m*n matrix can be found using the Gauss-Jordan elimination method. This involves transforming the original matrix into reduced row-echelon form and then using this form to find the inverse.

3. Is it always possible to find the inverse of an m*n matrix?

No, it is not always possible to find the inverse of an m*n matrix. The matrix must be a square matrix (m=n) and must also be invertible, meaning its determinant is non-zero.

4. What is the purpose of finding the inverse of an m*n matrix?

Finding the inverse of an m*n matrix is useful in solving systems of linear equations, as well as in various applications in physics, engineering, and computer graphics.

5. Can the inverse of an m*n matrix be used to solve any type of matrix equation?

Yes, the inverse of an m*n matrix can be used to solve any type of matrix equation, as long as the matrix is square and invertible. It is a powerful tool in linear algebra and can simplify complex calculations.

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