Exercise · ZW-KERNEL-AND-IMAGE-010 · ★★★ Advanced
Let \(T(x,y)=(x-y,\,2x-2y)\). Which statement correctly describes its kernel and image?
Choose one option.
Show answer
- A. The kernel is the line \(y=x\) and the image is the line spanned by \((1,2)\)
Explanation
\(T(x,y)=(0,0)\) when \(x=y\), so the kernel is the line \(y=x\). Also \(T(x,y)=(x-y)(1,2)\), so the image is the line spanned by \((1,2)\).
Review the concept: Kernel and image
The kernel \(\ker T\) of a linear transformation \(T\) is the set of vectors it sends to zero; the image \(\operatorname{Im}T\) is the set of all vectors it produces.
\[\ker T=\{v: T(v)=0\},\qquad \operatorname{Im}T=\{T(v)\}\]
More practice problems: kernel and image
- ZW-KERNEL-AND-IMAGE-001 Let T(x,y,z)=(x+y, y+z). Which of these vectors is in the kernel of T?
- ZW-KERNEL-AND-IMAGE-002 Let T(x,y,z)=(x,y,0). What is the image of T?
- ZW-KERNEL-AND-IMAGE-003 Let T(x,y)=(2x, 3y). What is the kernel of T?
- ZW-KERNEL-AND-IMAGE-004 What is true of the kernel of any linear transformation?
- ZW-KERNEL-AND-IMAGE-005 Let T(x,y)=(x, y, x+y) from ℝ^2 to ℝ^3. What is its image?
- ZW-KERNEL-AND-IMAGE-006 Let T(x)=Ax with A=[1 2 0; 2 4 0]. What is the dimension of its kernel?
- ZW-KERNEL-AND-IMAGE-007 Let T(x)=Bx with B=[1 0 1; 0 1 1; 1 1 2]. What is the dimension of its image?
- ZW-KERNEL-AND-IMAGE-008 Let T(x)=Ax with A=[1 2; 2 4]. Which of these vectors is in the image of T?