Proving Symmetry of AAT: Is it Possible?

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Homework Help Overview

The discussion revolves around proving that the product of a matrix and its transpose, specifically AAT, is symmetric. The subject area is linear algebra, focusing on properties of matrices.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the definition of a symmetric matrix and attempt to apply properties of transposes to show that AAT is symmetric. There are questions about the completeness of the proof and concerns about circular reasoning.

Discussion Status

Some participants express uncertainty about the validity of their reasoning and whether their approaches sufficiently demonstrate the symmetry of AAT. There is acknowledgment of the correct idea, but also a suggestion to present the proof more cohesively.

Contextual Notes

Participants mention potential expectations from the professor regarding the presentation of the proof, indicating that clarity and thoroughness may be important in this context.

KillerZ
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Homework Statement



A matrix S is symmetric if S = ST. Show that AAT is symmetric for any matrix A.

Homework Equations



AAT = (AT)TAT

The Attempt at a Solution



I just said:

A = (AT)T and AT = AT

Therefore AAT is symmetric.

I am unsure if that proves it or if I just went in a circle proving nothing.
 
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If [tex]A, B[/tex] are any matrices, how do you simplify the following expression?

[tex] \left(AB\right)^T[/tex]

Apply that answer to simplify

[tex] A A^T[/tex]

and use the hints you provided
 
Ok I think this is right.

(AB)T = BTAT

Then (AAT)T = AAT

Therefore AAT is symmetric because (AT)T = A and AT = AT.
 
I think you have the correct idea. the 'conventional' way of finishing the proof would be to write everything in one string rather than stopping midstream - I have no idea how
picky your professor would be in that regard.
 

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