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EXAMPLE 4 Kernel and Range of an Orthogonal Projection
Let be the orthogonal projection on the -plane. The kernel of T is the set of points that T maps into
; these are the points on the z-axis (Figure 8.2.1a). Since T maps every point in into the -plane, the range of T must be
some subset of this plane. But every point in the -plane is the image under T of some point; in fact, it is the image
of all points on the vertical line that passes through (Figure 8.2.1b). Thus is the entire -plane.
Figure 8.2.1 is the z-axis. (b) is the entire -plane.
(a)
EXAMPLE 5 Kernel and Range of a Rotation
Let be the linear operator that rotates each vector in the -plane through the angle . (Figure 8.2.2). Since every
vector in the -plane can be obtained by rotating some vector through the angle . (why?), we have . Moreover, the
only vector that rotates into 0 is 0, so .
Figure 8.2.2
CEaXlcAuMluPsLREeq6uireKdernel of a Differentiation Transformation

