Linear Algebra Matrix Inverse Proof

In summary, the conversation discusses how to show that (I-A)^-1 can be written as I + A + A^2 + A^3, if A^4 = 0 and as I + A + A^2 + ... + A^n, if A^(n+1) = 0. The individual attempts at a solution involved using the fact that the multiplication of a matrix and its inverse is equal to I. However, through the conversation, it is discovered that simply multiplying (I-A)*(I + A + A^2 + A^3) out leads to the desired result.
  • #1
RoKr93
21
0

Homework Statement


Let A be a square matrix.

a. Show that (I-A)^-1 = I + A + A^2 + A^3 if A^4 = 0.

b. Show that (I-A)^-1 = I + A + A^2 + ... + A^n if A^(n+1) = 0.


Homework Equations


n/a


The Attempt at a Solution


I thought I'd want to use the fact that the multiplication of a matrix and its inverse is equal to I. So I started with (I-A)*(I + A + A^2 + A^3) = I. But that doesn't seem like the right direction...I'm not sure where to go from there.
 
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  • #2
RoKr93 said:

Homework Statement


Let A be a square matrix.

a. Show that (I-A)^-1 = I + A + A^2 + A^3 if A^4 = 0.

b. Show that (I-A)^-1 = I + A + A^2 + ... + A^n if A^(n+1) = 0.


Homework Equations


n/a


The Attempt at a Solution


I thought I'd want to use the fact that the multiplication of a matrix and its inverse is equal to I. So I started with (I-A)*(I + A + A^2 + A^3) = I. But that doesn't seem like the right direction...I'm not sure where to go from there.
What exactly do you mean you started with (I-A)*(I + A + A^2 + A^3) = I? Did you show the lefthand side equals the righthand side, or did you simply assert it?
 
  • #3
I asserted it and wanted to start the proof from there, ie eventually get the same value on each side.
 
  • #4
Just multiply (I-A)*(I + A + A^2 + A^3) out. What do you get?
 
  • #5
Oh...wow. Guess it's been staring me in the face this whole time.

Thank you!
 

FAQ: Linear Algebra Matrix Inverse Proof

What is a matrix inverse?

A matrix inverse is a matrix that when multiplied with the original matrix, results in the identity matrix. It essentially "undoes" the operations of the original matrix.

Why is it important to prove a matrix inverse?

Proving the existence of a matrix inverse is important in many applications of linear algebra, such as solving systems of linear equations, calculating determinants, and finding eigenvalues. It also helps to understand the properties and behavior of matrices.

How do you prove the existence of a matrix inverse?

To prove the existence of a matrix inverse, you need to show that the matrix is invertible, meaning it has a unique solution for every vector on the right-hand side of the equation Ax = b. This can be done by showing that the determinant of the matrix is non-zero.

What is the formula for finding the inverse of a 2x2 matrix?

The inverse of a 2x2 matrix [a, b; c, d] is given by the formula [d, -b; -c, a]/(ad-bc), where the denominator is the determinant of the matrix.

What is the relationship between the inverse of a matrix and its transpose?

The inverse of a matrix is equal to the transpose of its cofactor matrix divided by the determinant of the original matrix. This relationship is known as the adjugate formula.

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