Inverses and Elementary Matrices
Part 1: Basic Properties
Enter the matrices A and B defined in your worksheet.
- Compute the product AB. What is
the relationship between the matrices A and B?
- In general, if A and B are matrices such that
AB = I, then B is called a right inverse for A. Similarly, if BA
= I, then B is a left inverse for A. If A and B are square matrices
such that AB = I and BA = I, then A and B are inverses for each
other. A square matrix that has an inverse is called invertible.
In this terminology, what can you say about the matrices A and B in Step
1 and the relationship between them?
- Enter the matrices P and Q defined in your worksheet,
and compute both PQ and QP. What is the relationship between P and Q? Must
a left inverse also be a right inverse?
- Use matrix algebra to establish the following
fact:
If a square matrix A is invertible and AC = I, then C is the inverse
of A.
Why don't the matrices P and Q in Step 3 contradict this statement?
- There are many ways to determine whether a square
matrix is invertible. One way is the following:
A square matrix is invertible if and only if its reduced row echelon
form is the identity matrix I.
Enter the matrices R and S defined in your worksheet, and use this
criterion to decide whether each is invertible.
(A matrix which is not invertible is called singular.
Sometimes a singular matrix is called noninvertible
and an invertible matrix is called nonsingular.)
- In Step 5 you found that the matrix S is invertible.
Use the inverse command to find its inverse, and call this matrix T. Check
that T really is the inverse by computing ST and TS.
- Compute
(AS)-1,
A-1S-1, and
S-1A-1.
What do you deduce?
- Compute
(ST)-1 and
(S-1)T.
What do you deduce?
modules at math.duke.edu