Prove: A 2x2 matrix is nonsingular if and only if the determinant = 0

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Homework Help Overview

The discussion revolves around proving that a 2x2 matrix is nonsingular if and only if its determinant is not equal to zero. The subject area is linear algebra, specifically focusing on matrix properties and determinants.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore logical approaches to the proof, discussing the relationship between matrix singularity and the determinant. Some suggest using row equivalence to the identity matrix, while others consider the implications of column or row multiples. Questions arise regarding the origins of certain statements and the definitions needed for the proof.

Discussion Status

The discussion is active, with participants sharing various lines of reasoning and attempting to clarify the proof structure. Some have made progress on one direction of the proof, while others are seeking guidance on the remaining aspects. There is a mix of interpretations and approaches being explored.

Contextual Notes

Participants note the lack of a definition for the determinant, which is crucial for the proof. The specific requirement to show the relationship between nonsingularity and the determinant being non-zero is emphasized.

superdave
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Homework Statement




Prove: A 2x2 matrix is nonsingular if and only if the determinant != 0

The Attempt at a Solution



I need to prove this, using logic and maybe the theorem that a n x n matrix is nonsingular if and only if it is row equivalent to I_n.

I could use a push in the right direction. I need to show a proof for both ways, as it is an if and only if statement.
 
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I'm no linear algebra expert, but I would start by writing that if the matrix is written:
a b
c d

Then it's singular if a = x*b and c=x*d (or a=x*c and b=x*d), and work my way to the formula for the determinant.
 
AngrySaki said:
Then it's singular if a = x*b and c=x*d (or a=x*c and b=x*d)

Ok, but where does this come from?
 
It would come from the fact that if the matrix is singular, then column one a multiple of the other (or one row is a multiple of the other). Maybe this isn't how it's supposed to be done though, so you might be better off waiting for somebody else's ideas than going off mine :/
 
For one direction, assume matrix A is invertible. Then there is matrix B such that AB=1, where 1 is identity matrix. Take the determinant of both sides of AB=1.

For the other direction, assume det A is invertible. Using the determinant and cofactor expansions, you can find a nice form for the inverse of A
 
I probably should have mentioned. I don't have the definition of the determinant to work with.

the problem actually says Show that the 2 x 2 matrix A is nonsingular if and only if ad-bc != 0.

I've figured out the If matrix A is nonsingular, then ab-bc != 0 side. I just need the if ad - bc != 0, Matrix A is nonsingular side.
 
Last edited:
Given matrices of the form
a b = A
c d

and

d -b = B
-c a

How can you ensure AB=1?
 

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