Let T: R^2 → R^2 be defined by T(x, y) = (2x - y, x + 3y). Find the standard matrix of T.
Solution
Problem
Step 1: Recall how to find the standard matrix of a linear transformation.
For a transformation T: R^2 → R^2, the columns of the standard matrix are T(e1) and T(e2), where:
e1 = (1, 0)
e2 = (0, 1)
Step 2: Find T(e1).
Substitute x = 1 and y = 0:
T(1, 0) = (2(1) - 0, 1 + 3(0))
T(1, 0) = (2, 1)
Step 3: Find T(e2).
Substitute x = 0 and y = 1:
T(0, 1) = (2(0) - 1, 0 + 3(1))
T(0, 1) = (-1, 3)
Step 4: Use these vectors as the columns of the matrix.
The first column is (2, 1), and the second column is (-1, 3).
Therefore, the standard matrix is:
[[2, -1], [1, 3]]
Step 5: Verify the matrix representation.
Multiplying the matrix by (x, y) gives:
[[2, -1], [1, 3]](x, y) = (2x - y, x + 3y)
This matches the definition of T.
Therefore, the standard matrix of T is [[2, -1], [1, 3]].
Result
[[2, -1], [1, 3]]