Non-Singular matrix - RREF proof

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SUMMARY

The only n x n non-singular reduced row echelon matrix is the identity matrix In. This conclusion is derived from the properties of non-singular matrices, which maintain their pivots during row operations. The discussion emphasizes the importance of understanding the definitions of row echelon and reduced row echelon matrices to grasp this proof fully. The proof must be approached without reliance on elementary matrices, as they are covered in subsequent chapters.

PREREQUISITES
  • Understanding of non-singular matrices
  • Familiarity with row echelon and reduced row echelon forms
  • Basic knowledge of matrix operations
  • Concept of matrix inverses
NEXT STEPS
  • Study the properties of non-singular matrices in linear algebra
  • Learn about row echelon and reduced row echelon forms in detail
  • Explore the concept of matrix inverses and their significance
  • Investigate elementary matrices and their role in matrix transformations
USEFUL FOR

Students studying linear algebra, particularly those focusing on matrix theory and proofs related to matrix properties. This discussion is beneficial for anyone seeking to understand the characteristics of non-singular matrices and their implications in reduced row echelon forms.

Soupy11
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Homework Statement



Prove that the only n x n non-singular reduced row echelon matrix is I sub n.

The Attempt at a Solution



Not even remotely sure where to start here - the statement looks similar to the definition of a non-singular matrix. Yet there is something subtly different and I am having an issue grasping it. I see in the next chapter there are some tools explored using elementary matrices, but this specific question is before that material so I am assuming that the proof must be done without that knowledge.

If A is a nxn matrix not equal to I yet non-singular

There exists a matrix X that satisfies
AX=I
 
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Soupy11 said:

Homework Statement



Prove that the only n x n non-singular reduced row echelon matrix is I sub n.





The Attempt at a Solution



Not even remotely sure where to start here - the statement looks similar to the definition of a non-singular matrix. Yet there is something subtly different and I am having an issue grasping it. I see in the next chapter there are some tools explored using elementary matrices, but this specific question is before that material so I am assuming that the proof must be done without that knowledge.

If A is a nxn matrix not equal to I yet non-singular

There exists a matrix X that satisfies
AX=I

Well, if it is non-singular doesn't that mean you won't loose a pivot when you simplify? Thus what would this mean if we simplified all the way?
 
You probably want to start with the definition of row echelon matrix and reduced row echelon matrix.
 

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