Understanding the Inverse of a Matrix: A'*A=I but A*A'<>I

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Homework Help Overview

The discussion revolves around the properties of a non-square matrix A and its relationship with its transpose, particularly focusing on the equations A'*A=I and A*A'<>I. Participants are exploring the implications of these relationships in the context of matrix invertibility and orthogonality.

Discussion Character

  • Conceptual clarification, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the nature of matrix A, questioning the necessity of square matrices for certain properties. They explore the implications of A being a 6x3 matrix and its non-invertibility. There are inquiries about the conditions under which A'*A and A*A' yield identity matrices, as well as considerations of orthogonal matrices.

Discussion Status

The discussion is active, with participants providing insights and clarifications regarding matrix properties. Some have acknowledged misunderstandings, while others are probing deeper into the implications of the properties discussed. There is a recognition of the complexity surrounding the transpose operations and their outcomes.

Contextual Notes

Participants are working under the constraints of homework rules, which may limit the depth of exploration into solutions. The nature of the matrix A and its dimensions are central to the discussion, influencing the interpretations and assumptions being examined.

tom08
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Homework Statement



I encounter a strange problem.

Let A= [1.0000 0 0
0 0 0
0 0 0.4472
0 0.3162 0
0 0.9487 0
0 0 0.8944]

I am surprise to find that A'*A=I, but A*A'<>I . Can anyone give me an explanation?
 
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A is a 6x3 matrix, so A is not square. A is not invertible.

If AB=I, then A=B-1 provided that A and B are invertible to begin with.
 
Thanks for ur kind reply. but must A and B be square such that the following equation holds ?

(A'B)'=B'*A

I think that if A*A'=I (wheter is square or not), we take transpose operator on both sides of the equation, and obtain that

(A*A')' = I'

then

A*A' = I
 
tom08 said:
Thanks for ur kind reply. but must A and B be square such that the following equation holds ?

(A'B)'=B'*A

I think that if A*A'=I (wheter is square or not), we take transpose operator on both sides of the equation, and obtain that

(A*A')' = I'

then

A*A' = I

Sorry I was reading A' as A-1 not AT

But read this, orthogonal matrices
 
thank u so much.

BTW, is there an upper bound for |A'*A-A*A'|

when A is a rectangluar column orthogonal matrix?
 
If you have

A^TA = I

then

(A^TA)^T=A^T(A^T)^T=A^TA=I.

You're starting with AA^T, which isn't equal to the identity matrix, so its transpose won't be either.
 
Thank u, vela and rock. i realize my mistake.
 

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