Non-zero determinant iff matrix is invertible.

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Homework Help Overview

The discussion revolves around the relationship between the determinant of a 2x2 matrix and its invertibility. Participants are exploring the condition that a matrix is invertible if and only if its determinant is non-zero.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • One participant attempts to demonstrate that if a matrix is invertible, then its determinant must be non-zero, while expressing uncertainty about proving the converse. Others inquire about expressing the inverse in terms of the determinant and the adjugate, and whether there are explicit formulas or algorithms for finding the inverse of a matrix.

Discussion Status

The discussion is active, with participants sharing insights about the relationship between determinants and inverses. Some guidance has been offered regarding the formula for the inverse of a matrix, but there is no explicit consensus on the proof structure or the necessary steps to complete the argument.

Contextual Notes

Participants are considering the implications of non-zero determinants and the conditions under which matrix inverses exist, while also addressing potential assumptions in their reasoning.

ksm100
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Homework Statement


Given that A is any 2x2 matrix show that it is invertible if and only if det(A) \neq 0.

Homework Equations





The Attempt at a Solution


If A is invertible then we know there exists an inverse matrix, say B, such that AB = BA = I.
It follows that det(AB)=det(BA)=det(I), and we know that det(I) = (1*1) - (0*0) = 1, so
det(AB) = det(A)det(B) = 1 implies both det(A) and det(B) are both nonzero.

However, I'm unsure how to show the converse.

If we suppose det(A) is not equal to 0, we know that no rows/columns of A are all zero, no two rows/columns are equal, and one row/column is not a multiple of the other.

I'm stuck here.. if anyone could help I'd really appreciate it!
 
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How would you write A-1 in terms of det(A) and adj(A)?
 
Do you have any explicit formulas* for the inverse?

If not, then if you wrote down a generic matrix (its entries are variables), do you have an algorithm to compute* the inverse?

If not, can you write down another generic matrix at least solve* the system of equations that says "this matrix is the inverse of the other one"?

*: Paying careful attention to when it does and doesn't work? e.g. if you would divide by the expression (b-a), you should keep track of the fact you're assuming b-a is nonzero. (And then consider the case b=a separately)
 
A^(-1) = [1/det(A)]*adj(A)

So I can just say that because I know that det(A) isn't zero, 1/det(A) is defined and therefore A^(-1) exists?
 
ksm100 said:
A^(-1) = [1/det(A)]*adj(A)

So I can just say that because I know that det(A) isn't zero, 1/det(A) is defined and therefore A^(-1) exists?

Well I think that would work. I am not sure what sort of proof you are expected to give though.
 
Use the fact that an n*n matrix is invertible if and only if its rank is n.
 

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