Matrix Row Equivalence: Understanding Non-Singular Matrices"

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Homework Help Overview

The discussion revolves around the concepts of row equivalence, echelon form, and reduced row echelon form in the context of linear algebra and matrix theory. Participants are examining the uniqueness of the reduced row echelon form for a given matrix and the implications of row operations on this uniqueness.

Discussion Character

  • Conceptual clarification, Assumption checking, Mixed

Approaches and Questions Raised

  • Participants are questioning the reasoning behind the uniqueness of echelon forms and whether different row operations can lead to different results. There is also a discussion about the definitions of echelon form and reduced row echelon form, as well as the implications of these definitions on the problem at hand.

Discussion Status

The discussion is ongoing, with participants exploring various interpretations of the definitions involved. Some have provided guidance on the differences between echelon forms, while others are seeking clarification on the assumptions made in the original statements.

Contextual Notes

There is mention of differing definitions based on textbooks and class instruction, which may influence participants' understanding of the concepts being discussed.

Dustinsfl
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Every matrix is row equivalent to a unique matrix in echelon form?

False, a matrix is row equivalent if it is non-singular.

Is the above correct reasoning for the initial statement.
 
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Dustinsfl said:
Every matrix is row equivalent to a unique matrix in echelon form?

False, a matrix is row equivalent if it is non-singular.

Is the above correct reasoning for the initial statement.

If you start with any matrix and row reduce it to reduced row echelon form, is it possible to end up with two different matrices if you do different row operations? Notice that I've made a statement that's more restrictive than yours.
 
Mark44 said:
If you start with any matrix and row reduce it to reduced row echelon form, is it possible to end up with two different matrices if you do different row operations? Notice that I've made a statement that's more restrictive than yours.

I may not understand what you mean fully because if you reduce it echelon form it will come out the same no matter how we go about it.
 
When you say it is unique do you mean there is a one-to-one relationship with every matrix to it's reduced echelon form or that there is only one reduced echelon form for any matrix?
 
Squeezebox said:
When you say it is unique do you mean there is a one-to-one relationship with every matrix to it's reduced echelon form or that there is only one reduced echelon form for any matrix?

I don't know this was on one of my old test and I have my final on the 7th so I was just redoing everything and that is what it says word for word.
 
Look up the definitions of echelon form and reduced row echelon form (or possible reduced echelon form). They are different.
 
Mark44 said:
Look up the definitions of echelon form and reduced row echelon form (or possible reduced echelon form). They are different.

Depending on the book echelon form is upper triangular where the diagonals are 1 or depending on the book just upper triangular.

rref is upper triangular with 1s in all the pivot rows and if possible diagonal entries only.
 
Your reasoning is incorrect. Any identity matrix can be multiplied by a scalar to produce a singular, row equivalent matrix.
 
Squeezebox said:
Your reasoning is incorrect. Any identity matrix can be multiplied by a scalar to produce a singular, row equivalent matrix.
The only scalar for which this is true is 0. There are only three row operations.
  1. Interchange row i and row j.
  2. Replace row i by a nonzero multiple of itself.
  3. Replace row i by itself plus k times row j.

An identity matrix is never row equivalent to a singular matrix.
 
  • #10
So it's false because row operations can be carried out on a derived row equivalent row echelon matrix to produce another row equivalent row echelon matrix.
 
  • #11
Squeezebox said:
So it's false because row operations can be carried out on a derived row equivalent row echelon matrix to produce another row equivalent row echelon matrix.
Not necessarily. It depends on the definitions of echelon form and reduced echelon form he's using.
 
  • #12
Mark44 said:
Not necessarily. It depends on the definitions of echelon form and reduced echelon form he's using.

That's what I can't get around with this problem. Would the context come from what he did in class?
 
  • #13
From the textbook he's using.
 

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