Proving the Invertibility of Non-Singular Matrices

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Homework Help Overview

The discussion revolves around proving the invertibility of non-singular matrices, specifically focusing on the relationship between a matrix's determinant and its ability to have an inverse.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the definition of non-singularity and its connection to the determinant being non-zero. There are questions about the implications of having identical rows or columns and how that relates to singularity. The original poster considers counterexamples and seeks clarity on proving the inverse exists.

Discussion Status

Participants are actively questioning definitions and exploring the implications of the determinant on invertibility. Some guidance has been offered regarding the need to demonstrate both directions of the relationship between non-zero determinants and invertibility.

Contextual Notes

There is an ongoing discussion about the definitions of "non-singular" and "singular," as well as the assumptions underlying these terms. The conversation hints at the need for a deeper understanding of the adjoint and its role in finding inverses.

newtomath
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a matrix is non singular only if its det does not equal zero. Calculate its inverse.

How do I go about proving this? I can only think of a counter example where matrix is singular given identical rows or columns or multiples of each other, which will generate a det of 0.

What do you think?
 
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Prove what? That a matrix is non-singular if and only if its determinant is non-zero? What is your definition of "non-singular". I suspect, from that addtional "Calculate its inverse" that "non-singular" is defined as "has an inverse" (or, more precisely, that "singular" is defined as "does not have an inverse" and "non-singular" is the reverse of that. Okay, how would you find the inverse of a matrix? Does the determinant come into that?
 
By non singular I mean a inverse exists. I believe the inverse is the adjoint/ det of the matrix. So the det can't be 0.
 
That's half way. You also need to show that if the determinant is non-zero then the matrix is invertible. Since if the determinant is non-zero, 1/det exists, all you need to do is show that "adjoint" always exists.
 

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