If A,B are nxn and AB is invertible, then A and B are invertible

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Homework Help Overview

The discussion revolves around the properties of nxn matrices A and B, specifically focusing on the condition that their product AB is invertible. Participants are tasked with demonstrating that this implies both A and B must also be invertible.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore various approaches, including the implications of right and left inverses, and the potential use of isomorphisms between matrices and linear transformations. There is also a mention of the dimension formula related to kernels and images.

Discussion Status

The discussion includes multiple perspectives on the reasoning behind the invertibility of A and B. Some participants affirm the correctness of certain reasoning paths, while others suggest alternative methods or concepts that could be relevant, such as linear transformations.

Contextual Notes

There are constraints noted regarding the use of determinants in the current course context, which may limit some approaches to the problem.

Mr Davis 97
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Homework Statement


Let A and B be nxn matrices such that AB is invertible. Show that A and B are also invertible.

Homework Equations

The Attempt at a Solution


I feel that there are many ways to do this. My first idea was to use the fact that CAB = I and ABC = I for some C, which implies that (CA)B = I and A(BC) = I, which means that A has a right inverse and B has a left inverse. But since A and B are nxn, BC and CA are not just right and left inverses, respectively, but they are the inverses of A and B. Is this correct reasoning?

Also, would it be any better to make use of the isomorphism from matrices and linear transformations, prove the result for linear transformations, and hence prove the result for matrices?
 
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Mr Davis 97 said:

Homework Statement


Let A and B be nxn matrices such that AB is invertible. Show that A and B are also invertible.

Homework Equations

The Attempt at a Solution


I feel that there are many ways to do this. My first idea was to use the fact that CAB = I and ABC = I for some C, which implies that (CA)B = I and A(BC) = I, which means that A has a right inverse and B has a left inverse. But since A and B are nxn, BC and CA are not just right and left inverses, respectively, but they are the inverses of A and B. Is this correct reasoning?

Also, would it be any better to make use of the isomorphism from matrices and linear transformations, prove the result for linear transformations, and hence prove the result for matrices?

Do you know about determinants?
 
Ray Vickson said:
Do you know about determinants?
I know about them, but in this course we are not allowed to use them yet.
 
You could show, that the kernels of ##A## and ##B## have to be ##\{0\}## and apply the dimension formula ##\dim \ker C + \dim \textrm{im}\, C = n## to show surjectivity.
 
Mr Davis 97 said:

Homework Statement


Let A and B be nxn matrices such that AB is invertible. Show that A and B are also invertible.

Homework Equations

The Attempt at a Solution


I feel that there are many ways to do this. My first idea was to use the fact that CAB = I and ABC = I for some C, which implies that (CA)B = I and A(BC) = I, which means that A has a right inverse and B has a left inverse. But since A and B are nxn, BC and CA are not just right and left inverses, respectively, but they are the inverses of A and B. Is this correct reasoning?

This is correct; it is also the easiest way to prove the result.
 

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