Is A singular if A multiplied by a non-zero matrix equals zero?

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Homework Help Overview

The discussion revolves around the properties of a square matrix A, specifically in the context of determining whether A is singular based on the relationship between A and a non-zero column matrix C, such that AC=0.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the implications of row equivalence between matrices A and B, questioning whether the condition AC=0 indicates that A is singular. Some suggest a proof by contradiction, while others discuss definitions of singularity and its relation to invertibility and determinants.

Discussion Status

Participants are actively engaging with the problem, offering various interpretations of singularity and discussing the implications of the proof attempts. There is a recognition of different definitions of singularity, but no explicit consensus has been reached regarding the proof's completeness.

Contextual Notes

Some participants note the importance of definitions, particularly regarding singularity and invertibility, which may influence the direction of the discussion. The conversation also touches on theorems related to singular matrices and their properties.

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Homework Statement

Let A be an nxn matrix. If A is row equivalent to a matrix B and there is a non-zero column matrix C such that BC=0, prove that A is singular



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The Attempt at a Solution

Im not quite sure but since B and A are row equivalent than there reduced echelon forms will be the same ? and therefore AC=0 and i was wondering if since A multipliyed by a non zero matrix equals zero does that mean that A in singular?
 
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AC=0 yes... try a proof by contradiction; assume that A is non-singular and hence invertible...what happens when you multiply both sides of AC=0 by the inverse of A?
 
Ok so if you Multiply both sides by Ainverse you would get AinverseAC=Ainverse0, which equals IC=0 which is C=0 and since C is not 0 this is a contradiction and therefore proves A is singular?
 
Technically, it only proves that the inverse of A does not exist, but there is a theorem that tells you any square matrix is singular iff it has no inverse, so assuming you are allowed to use that theorem, then you've shown A is singular.
 
What definition are you using for "singular"? Gabbagabbahey seems to be interpreting "singular" as meaning the matrix has determinant 0. I would tend to define "singular" as meaning "non-invertible" but, as gabbagabbahey says, they are equivalent.
 
The definition i learned was that singular means non invertable
 
Singular means non-invertible, and non-invertible implies that its determinant and the product of its eigenvalues is zero.
 
The definition that I learned for a singular matrix A is that A's reduced row echelon form is NOT the identity matrix.
 
There are many ways to calculate inverses. Your definition follows with the computation of the inverse of A by doing row operations to [A|I] until it becomes [I|A^-1] (assuming that A is invertible). Another way of calculating inverses is by dividing the cofactor matrix of A transpose by its determinant. Thus, if the determinant is zero, the inverse does not exist.
 
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