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Chapter 8 a
Supplementary Exercises
Let A be an matrix, B a nonzero matrix, and x a vector in expressed in matrix notation. Is
1. linear operator on ? Justify your answer.
Let
2.
(a) Show that
(b) Guess the form of the matrix for any positive integer n.
(c) By considering the geometric effect of , where T is multiplication by A, obtain the result in (b)
geometrically.
Let be a fixed vector in an inner product space V, and let be defined by . Show that T is a
3. linear operator on V.
Let , ,…, be fixed vectors in , and let be the function defined by
4. , where is the Euclidean inner product on .
(a) Show that T is a linear transformation.
(b) Show that the matrix with row vectors , , … , is the standard matrix for T.
Let be the standard basis for , and let be the linear transformation for which
5.
(a) Find bases for the range and kernel of T.

