80 CHAPTER 1 Linear Equations in Linear Algebra c. The standard matrix of a linear transformation from R² to R2 that reflects points through the horizontal axis, the vertical axis, or the origin has the form [ 2] where a and d are ±1. d. A mapping T:R". →R" is one-to-one if each vector in R" maps onto a unique vector in R". e. If A is a 3 x 2 matrix, then the transformation x Ax cannot map R2 onto R³. In Exercises 25-28, determine if the specified linear transforma- tion is (a) one-to-one and (b) onto. Justify each answer. 25. The transformation in Exercise 17 26 The transformation in Exercise 2 27. The transformation in Exercise 19 28. The transformation in Exercise 14 In Exercises 29 and 30, describe the possible echelon forms of the standard matrix for a linear transformation T. Use the notation of Example 1 in Section 1.2. 29. T: R³ R4 is one-to-one. 30. T: RR³ is onto. 31. Let T: R" → R" be a linear transformation, with A its standard matrix. Complete the following statement to make it true: "T is one-to-one if and only if A has - pivot columns." Explain why the statement is true. [Hint: Look in the exercises for Section 1.7.] - → 32. Let T: R" Rm be a linear transformation, with A its standard matrix. Complete the following statement to make it true: "T maps R" onto R" if and only if A has pivot columns." Find some theorems that explain why the statement is true. 33. Verify the uniqueness of A in Theorem 10. Let T:R" → R" be a linear transformation such that T(x)=Bx for some WEB 34. Why is the question "Is the linear transformation T onto?" an existence question? 35. If a linear transformation T: R"R" maps R" onto R™, can you give a relation between m and n? If T is one-to-one, what can you say about m and n? mxn matrix B. Show that if A is the standard matrix for T, then A= B. [Hint: Show that A and B have the same columns.] 36. Let S : RP→ R" and T: R" → R" be linear transforma- tions. Show that the mapping x→ T(S(x)) is a linear trans- formation (from RP to R"). [Hint: Compute T(S(cu + dv)) for u, v in RP and scalars c and d. Justify each step of the computation, and explain why this computation gives the desired conclusion.] [M] In Exercises 37-40, let 7 be the linear transformation whose standard matrix is given. In Exercises 37 and 38, decide if T is a one-to-one mapping. In Exercises 39 and 40, decide if T maps R5 onto R5. Justify your answers. 37. 39. 40. -5 8 4-9 -3-2 ? тотти афро 4 -7 -7 3 6-8 5 12 -8 10 -5 4 7 3-4 5 -3 -5 3-5 9 13 13 5 6 -1 -7 -6 14 15 -8-9 12-5-9 -5-6-8 9 8 14 15 2 11 55 10 -8 -9 14 4 2-6 6 -6 -7 SOLUTION TO PRACTICE PROBLEMS X₂ 38. 75 4 -9] 6 16-4 10 12 8 12 7 -8-6-2 5 1. Follow what happens to e, and e₂. See Figure 5. First, e, is unaffected by the shear and then is reflected into -e₁. So T (e) = -e₁. Second, e2 goes to e2-.5e by the shear transformation. Since reflection through the x2-axis changes e, into -e, and

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33
80 CHAPTER 1 Linear Equations in Linear Algebra
c. The standard matrix of a linear transformation from R²
to R² that reflects points through the horizontal axis,
the vertical axis, or the origin has the form
where a and d are ±1.
[ 2]
d. A mapping T: R" → R" is one-to-one if each vector in
R" maps onto a unique vector in R".
e. If A is a 3 x 2 matrix, then the transformation x → Ax
cannot map R2 onto R³.
In Exercises 25-28, determine if the specified linear transforma-
tion is (a) one-to-one and (b) onto. Justify each answer.
25. The transformation in Exercise 17
26 The transformation in Exercise 2
27. The transformation in Exercise 19
28. The transformation in Exercise 14
In Exercises 29 and 30, describe the possible echelon forms of the
standard matrix for a linear transformation T. Use the notation of
Example 1 in Section 1.2.
29. T: R³ R4 is one-to-one.
30. T: RR³ is onto.
31. Let T: R" → R" be a linear transformation, with A its
standard matrix. Complete the following statement to make
it true: "T is one-to-one if and only if A has - pivot
columns." Explain why the statement is true. [Hint: Look in
the exercises for Section 1.7.]
32. Let T: R" → R" be a linear transformation, with A its
standard matrix. Complete the following statement to make
it true: "T maps R" onto R" if and only if A has
pivot columns." Find some theorems that explain why the
statement is true.
33. Verify the uniqueness of A in Theorem 10. Let T: R" → R"
be a linear transformation such that T(x) = Bx for some
WEB
8
34. Why is the question "Is the linear transformation T onto?"
an existence question?
35. If a linear transformation T: R"R" maps R" onto R
can you give a relation between m and n? If T is one-to-one,
what can you say about m and n?
mxn matrix B. Show that if A is the standard matrix for
T, then A= B. [Hint: Show that A and B have the same
columns.]
36. Let S : RP→ R" and T: R" →R" be linear transforma-
tions. Show that the mapping x→ T(S(x)) is a linear trans-
formation (from RP to R"). [Hint: Compute T(S(cu + dv))
for u, v in RP and scalars c and d. Justify each step of the
computation, and explain why this computation gives the
desired conclusion.]
[M] In Exercises 37-40, let T be the linear transformation whose
standard matrix is given. In Exercises 37 and 38, decide if I is a
one-to-one mapping. In Exercises 39 and 40, decide if T maps R$
onto R5. Justify your answers.
37.
G409
39.
40.
-5
4
10 -5
3-4 7
4 -9 5 -3
8
-3 -2 5
4
4 -7
6 -8
-7 10 -8 -9 14
3
-5
2-6
4
-6
-5
6
3
3
7
5
5 12 -8
-7
13 5
15 -7
9
14
-8 -9
-5-6-8 9 8 ming t
13 14 15 2 11
-1
-6
12 -5 -9
2₁
38.
4 b
10
5 4 -9
16-4
6
12 8 12 7
5
-8-6-2
Shear transformation
FIGURE 5 The composition of two transformations.
SOLUTION TO PRACTICE PROBLEMS
1. Follow what happens to e, and e₂. See Figure 5. First, e₁ is unaffected by the shear
and then is reflected into -e₁. So T (e₁) = -e₁. Second, e2 goes to e2 - .5e₁ by the
shear transformation. Since reflection through the x2-axis changes e into -e₁ and
H
7
x₂
-5,
400
[d
Reflection through the x₂-axis
-X₁
Transcribed Image Text:80 CHAPTER 1 Linear Equations in Linear Algebra c. The standard matrix of a linear transformation from R² to R² that reflects points through the horizontal axis, the vertical axis, or the origin has the form where a and d are ±1. [ 2] d. A mapping T: R" → R" is one-to-one if each vector in R" maps onto a unique vector in R". e. If A is a 3 x 2 matrix, then the transformation x → Ax cannot map R2 onto R³. In Exercises 25-28, determine if the specified linear transforma- tion is (a) one-to-one and (b) onto. Justify each answer. 25. The transformation in Exercise 17 26 The transformation in Exercise 2 27. The transformation in Exercise 19 28. The transformation in Exercise 14 In Exercises 29 and 30, describe the possible echelon forms of the standard matrix for a linear transformation T. Use the notation of Example 1 in Section 1.2. 29. T: R³ R4 is one-to-one. 30. T: RR³ is onto. 31. Let T: R" → R" be a linear transformation, with A its standard matrix. Complete the following statement to make it true: "T is one-to-one if and only if A has - pivot columns." Explain why the statement is true. [Hint: Look in the exercises for Section 1.7.] 32. Let T: R" → R" be a linear transformation, with A its standard matrix. Complete the following statement to make it true: "T maps R" onto R" if and only if A has pivot columns." Find some theorems that explain why the statement is true. 33. Verify the uniqueness of A in Theorem 10. Let T: R" → R" be a linear transformation such that T(x) = Bx for some WEB 8 34. Why is the question "Is the linear transformation T onto?" an existence question? 35. If a linear transformation T: R"R" maps R" onto R can you give a relation between m and n? If T is one-to-one, what can you say about m and n? mxn matrix B. Show that if A is the standard matrix for T, then A= B. [Hint: Show that A and B have the same columns.] 36. Let S : RP→ R" and T: R" →R" be linear transforma- tions. Show that the mapping x→ T(S(x)) is a linear trans- formation (from RP to R"). [Hint: Compute T(S(cu + dv)) for u, v in RP and scalars c and d. Justify each step of the computation, and explain why this computation gives the desired conclusion.] [M] In Exercises 37-40, let T be the linear transformation whose standard matrix is given. In Exercises 37 and 38, decide if I is a one-to-one mapping. In Exercises 39 and 40, decide if T maps R$ onto R5. Justify your answers. 37. G409 39. 40. -5 4 10 -5 3-4 7 4 -9 5 -3 8 -3 -2 5 4 4 -7 6 -8 -7 10 -8 -9 14 3 -5 2-6 4 -6 -5 6 3 3 7 5 5 12 -8 -7 13 5 15 -7 9 14 -8 -9 -5-6-8 9 8 ming t 13 14 15 2 11 -1 -6 12 -5 -9 2₁ 38. 4 b 10 5 4 -9 16-4 6 12 8 12 7 5 -8-6-2 Shear transformation FIGURE 5 The composition of two transformations. SOLUTION TO PRACTICE PROBLEMS 1. Follow what happens to e, and e₂. See Figure 5. First, e₁ is unaffected by the shear and then is reflected into -e₁. So T (e₁) = -e₁. Second, e2 goes to e2 - .5e₁ by the shear transformation. Since reflection through the x2-axis changes e into -e₁ and H 7 x₂ -5, 400 [d Reflection through the x₂-axis -X₁
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