MA2.101 - Linear Algebra | Linear Algebra Lecture 14

with Prof. Girish Varma, Prof. Indranil
Mar 23, 2021 - Tuesday
Written by: Pratyaksh Gautam

Theorem: Let $B$ be an $n \times n$ matrix and let $E$ be an $n \times n$ elementary matrix.
Then \(det(EB) = det(E)det(B)\)

Proof: trivial

Theorem: A square matrix is invertible iff $det(A) \neq 0$

Proof:
Let A be an $n \times n$ matrix and $R$ be the reduced row echelon form of $A$. Then we know that we can represent it as \(E_r ... E_2 E_1 A = R\) where $E_i$ are the elementary matrices corresponding to the elemantry transformations needed to convert $A$ to $R$

Taking the determinant on both sides, and by repeated application of the previous theorem, we have \(det(E_r) ... det(E_2) det(E_1) det(A) = det(R)\) Thus we get