Determine whether T: R^2 → R^2 defined by T(x, y) = (x + y, 2x + 2y) is one-to-one.
Solution
Problem
Step 1: Write the standard matrix of T.
From:
T(x, y) = (x + y, 2x + 2y)
the standard matrix is:
A = [[1, 1], [2, 2]]
Step 2: Recall the condition for a linear transformation to be one-to-one.
A linear transformation is one-to-one if the equation:
Av = 0
has only the trivial solution v = 0.
Equivalently, every column of the standard matrix must contain a pivot.
Step 3: Row reduce the matrix.
Start with:
[[1, 1], [2, 2]]
Use:
R2 → R2 - 2R1
The matrix becomes:
[[1, 1], [0, 0]]
Step 4: Examine the pivots.
There is only one pivot, even though the matrix has two columns.
Therefore, there is a free variable.
Step 5: Show that a nonzero vector maps to zero.
From the equation:
x + y = 0
we get:
x = -y
Choose y = 1. Then x = -1.
So the nonzero vector (-1, 1) satisfies:
T(-1, 1) = (0, 0)
Step 6: State the conclusion.
Because a nonzero vector maps to the zero vector, the kernel contains more than just the zero vector.
Therefore, T is not one-to-one.
Result
T is not one-to-one.