Deck 4: Vector Spaces
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Deck 4: Vector Spaces
1
Find the sum of the vectors
and
.
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)


2
Find the vector v for which
given that
and
.
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)


3
Let
, and
. Find
.
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)


4
Which of the following vectors is the scalar multiple of
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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5
Provided
and
, solve
for w.
A)

B)

C)

D)

E)




A)

B)

C)

D)

E)

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6
Provided that
and
, write
as a linear combination of u and w, if possible.
A)
B)
C)
D)
E) It is not possible to write v as a linear combination of u and w.



A)

B)

C)

D)

E) It is not possible to write v as a linear combination of u and w.
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7
Provided
and
, find w such that
.
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)

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8
Provided that
and
, write
as a linear combination of
, and
, if possible.
A)
B)
C)
D)
E) It is not possible to write v as a linear combination of
, and
.





A)

B)

C)

D)

E) It is not possible to write v as a linear combination of


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9
Provide that
, and
, write
as a linear combination of
, and
, if possible.
A)
B)
C)
D)
E) It is not possible to write v as a linear combination of
, and
.





A)

B)

C)

D)

E) It is not possible to write v as a linear combination of


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10
Describe the zero vector (the additive identity) of the vector space
.
A) (0, 0, 0, 0, 0)
B) (0, 0, 0, 0)
C) (0, 0, 0, 0, 0, 0)
D) (0, 0)
E) (0, 0, 0)

A) (0, 0, 0, 0, 0)
B) (0, 0, 0, 0)
C) (0, 0, 0, 0, 0, 0)
D) (0, 0)
E) (0, 0, 0)
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11
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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12
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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13
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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14
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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15
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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16
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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17
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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18
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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19
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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20
Describe the zero vector (the additive identity) of the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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21
Determine whether the set,
with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is a vector space. All ten vector space axioms hold.
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is a vector space. All ten vector space axioms hold.
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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22
Determine whether the set of all first-degree polynomial functions as given below, whose graphs pass through the origin with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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23
Determine whether the set of all second-degree polynomial functions as given below, whose graphs pass through the origin with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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24
Determine whether the set of all third-degree polynomial functions as given below, whose graphs pass through the origin with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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25
Determine whether the set of all fourth-degree polynomial functions as given below, whose graphs pass through the origin with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
D) This set is a vector space. All ten vector space axioms hold.
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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26
Determine whether the following set with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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27
Determine whether the following set with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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28
Determine whether the following set with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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29
Determine whether the following set with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication

A) This set is a vector space. All ten vector space axioms hold.
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
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30
Determine whether the set of all
diagonal matrices with the standard operations, is a vector space. If it is not, then determine the set of axioms that it fails.
A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is a vector space. All ten vector space axioms hold.

A) This set is not a vector space. It fails the following axioms.
Commutative property
Additive identity
Distributive property
B) This set is not a vector space. It fails the following axioms.
Scalar identity
Associative property
Distributive property
Additive identity
C) This set is not a vector space. It fails the following axioms.
Closer under addition
Closer under scalar multiplication
D) This set is not a vector space. It fails the following axioms.
Additive identity
Additive inverse
Associative property
Scalar identity
E) This set is a vector space. All ten vector space axioms hold.
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31
Verify
is a subspace of
.


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32
W is the set of all functions that are differentiable on
. V is the set of all functions that are continuous on
. Verify W is a subspace of V.


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33
the following subset of
is a subspace of
.The set of all nonnegative functions:



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34
the following subset of
is a subspace of
.The set of all nonpositive functions:



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35
the following subset of
is a subspace of
.The set of all positive functions:



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36
the following subset of
is a subspace of
.The set of all negative functions:



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37
the following subset of
is a subspace of
.The set of all zero functions:



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38
the following subset of
is a subspace of
.The set of all constant functions:



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39
The set of all functions such that
is a subspace of
.


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40
The set of all
lower triangular matrices is a subspace of
.


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41
The set of all
singular matrices is a subspace of
.


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42
? The set
is a subspace of
with the standard operations.


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43
The set
is a subspace of
with the standard operations.


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44
The set
spans
.


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45
The set
spans
.


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46
The set
spans
.


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47
The set
spans
.


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48
The set
spans
.


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49
The set
is linearly independent.

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50
The set
is linearly independent.

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51
The set
is linearly dependent. Express the first vector as a linear combination of the other two vectors.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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52
The set
spans
.


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53
Write the standard basis for the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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54
Write the standard basis for the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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55
Write the standard basis for the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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56
Write the standard basis for the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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57
Write the standard basis for the vector space
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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58
Explain why
is not a basis for
.
A) S is linearly independent and spans
B) S is linearly dependent and does not span
C) S is linearly independent and does not span
D) S is linearly dependent and spans
E) none of these choices


A) S is linearly independent and spans

B) S is linearly dependent and does not span

C) S is linearly independent and does not span

D) S is linearly dependent and spans

E) none of these choices
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59
Explain why
is not a basis for
.
A) S is linearly independent and spans
B) S is linearly dependent and spans
C) S is linearly independent and does not span
D) S is linearly dependent and does not span
E) none of these choices


A) S is linearly independent and spans

B) S is linearly dependent and spans

C) S is linearly independent and does not span

D) S is linearly dependent and does not span

E) none of these choices
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60
Explain why
is not a basis for
.
A) S is linearly independent and spans
B) S is linearly dependent and spans
C) S is linearly dependent and does not span
D) S is linearly independent and does not span
E) none of these choices


A) S is linearly independent and spans

B) S is linearly dependent and spans

C) S is linearly dependent and does not span

D) S is linearly independent and does not span

E) none of these choices
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61
Explain why
is not a basis for
.
A) S is linearly dependent and does not span
B) S is linearly dependent and spans
C) S is linearly independent and spans
D) S is linearly independent and does not span
E) none of these choices


A) S is linearly dependent and does not span

B) S is linearly dependent and spans

C) S is linearly independent and spans

D) S is linearly independent and does not span

E) none of these choices
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62
The set
is a basis for
.


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63
The set
is a basis for
.


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64
Determine whether
is a basis for
. If it is, write
as a linear combination of the vectors in S.?
A) S is a basis for
and 
B) S is a basis for
and 
C) S is a basis for
and 
D) S is a basis for
and 
E) S is not a basis for



A) S is a basis for


B) S is a basis for


C) S is a basis for


D) S is a basis for


E) S is not a basis for

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65
Determine whether
is a basis for
. If it is, write
as a linear combination of the vectors in S.?
A) S is a basis for
and 
B) S is a basis for
and ? 
C) S is a basis for
and 
D) S is a basis for
and 
E) S is not a basis for



A) S is a basis for


B) S is a basis for


C) S is a basis for


D) S is a basis for


E) S is not a basis for

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66
Determine whether
is a basis for
. If it is, write
as a linear combination of the vectors in S.?
A) S is a basis for
and 
B) S is a basis for
and 
C) S is a basis for
and 
D) S is a basis for
and 
E) S is not a basis for



A) S is a basis for


B) S is a basis for


C) S is a basis for


D) S is a basis for


E) S is not a basis for

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67
Find a basis for the column space of the matrix
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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68
Find a basis for the row space of a matrix
.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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69
Find the rank of the matrix 
A) 2
B) 0
C) 4
D) 3
E) 1

A) 2
B) 0
C) 4
D) 3
E) 1
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70
Find a basis for the subspace of
spanned by
.
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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71
Find a basis for the subspace of
spanned by
.
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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72
Find a basis for and the dimension of the solution space of
. 
A)
, dim = 1
B)
, dim = 3
C)
, dim = 1
D)
? , dim = 2
E)
, dim = 3


A)

B)

C)

D)

E)

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73
Find a basis for the solution space of the following homogeneous system of linear equations.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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74
Determine whether B is in the column space of A. If it is, write B as a linear combination of the column vectors of A..
A)
is in the column space of A and 
B)
is in the column space of A and 
C)
is in the column space of A and 
D)
does not belong to the column space of
E) none of these choices

A)


B)


C)


D)


E) none of these choices
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75
Given that
, the coordinate matrix of x relative to a (nonstandard) basis
find the coordinate vector of x relative to the standard basis in
.
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)

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76
Given that
, the coordinate matrix of x relative to a (nonstandard) basis
. Find the coordinate vector of x relative to the standard basis in
.
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)

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77
Given that
, the coordinate matrix of x relative to a (nonstandard) basis
. Find the coordinate vector of x relative to the standard basis in
.
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)

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78
Find the transition matrix from
to
.
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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79
Find the coordinate matrix of
in
relative to the basis
.
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)

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80
Find the transition matrix from
to
by hand.
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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