Linear Transformation and Linear Independence in Linear Algebra, Assignments of Linear Algebra

A problem assignment for mathematics 124b, linear algebra, spring 2007. It includes two sections with problems to be solved, and the third problem deals with linear transformations and linear independence. The student is asked to determine if the images of a linearly independent set under a linear transformation form a linearly independent set, and vice versa.

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Pre 2010

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Linear Algebra
Mathematics 124 B Spring 2007
Problem Assignment # 3
Due Monday,March 5
1) Section 3.2: 36, 40, 43, 46
2) Section 3.3: 15, 23, 28, 29
3) Suppose that T:
R
n
๎˜
R
m
is a linear transformation and that
v
1
,
v
2
,
๎˜‚
๎˜‚
๎˜‚
,
v
p
are vectors in
R
n
.
(a) If S = {
v
1
,
v
2
,
๎˜‚
๎˜‚
๎˜‚
,
v
p
} is linearly independent in
R
n
, does it follow that
W = {T
๎˜
v
1
๎˜‚
,
T
๎˜
v
2
๎˜‚
,
๎˜‚
๎˜‚
๎˜‚
,
T
๎˜
v
p
๎˜‚
} is linearly independent in
R
m
?
Justify your answer with either a proof or a counterexample.
(b) If W = {T
๎˜
v
1
๎˜‚
,T
๎˜
v
2
๎˜‚
,
๎˜‚
๎˜‚
๎˜‚
,T
๎˜
v
p
๎˜‚
} is linearly independent in
R
m
, does it follow that
S = {
v
1
,
v
2
,
๎˜‚
๎˜‚
๎˜‚
,
v
p
} is linearly independent in
R
n
?
Justify your answer with either a proof or a counterexample.
m124bhw3.nb

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Linear Algebra

Mathematics 124 B Spring 2007

**Problem Assignment # 3 Due Monday,March 5

  1. Section 3.2** : 36, 40, 43, 46 2) Section 3.3 : 15, 23, 28, 29

3) Suppose that T : R n^  R m^ is a linear transformation and that v 1 , v 2 ,   , v p are vectors in R n.

(a) If S = { v 1 , v 2 ,   , v p } is linearly independent in R n , does it follow that

W = { T  v 1 , T  v 2 ,   , T  v p } is linearly independent in R m?

Justify your answer with either a proof or a counterexample.

(b) If W = { T  v 1 , T  v 2 ,   , T  v p } is linearly independent in R m , does it follow that

S = { v 1 , v 2 ,   , v p } is linearly independent in R n?

Justify your answer with either a proof or a counterexample.

m124bhw3.nb 1