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

Click For Summary
A 2x2 matrix is nonsingular if and only if its determinant is not equal to zero, specifically expressed as ad - bc ≠ 0. To prove this, one must demonstrate both directions of the statement: if the matrix is nonsingular, then the determinant is non-zero, and vice versa. The discussion highlights the need to understand the relationship between matrix invertibility and the determinant, suggesting that if a matrix is singular, its columns or rows are linearly dependent. The proof can involve using properties of determinants and matrix multiplication to establish the necessary conditions for nonsingularity. Ultimately, the key takeaway is that the determinant serves as a critical indicator of a matrix's invertibility.
superdave
Messages
149
Reaction score
3

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.
 
Physics news on Phys.org
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?
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 26 ·
Replies
26
Views
3K
Replies
4
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
9
Views
2K
  • · Replies 15 ·
Replies
15
Views
8K
Replies
3
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K