Label the following statements as being true or false. For the following, V and W are finite dimensional vector spaces (over F) and T is a function from V into W. a) If T is linear than T preserves sums and scalar products . b) If T(x+y)= T(x)+T(y), then T is linear. c) T is one to one if and only if N(T)={0}. d) If T is linear then T(0v)=0w. e) If T is linear than nullity (T) + rank (T)=dim (W). f) If T is linear, then T carries linearly independent subsets of V onto linearly independent subsets of W. g) If T, U:V→ are both linear and agree on a basis of V, then T=U. h) Given x1, x2 ϵ V and y1, y2 ϵ W, there exists a linear transformation T:V→W such that T(x1)=y1 and T(x2)=y2.

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter6: Vector Spaces
Section6.4: Linear Transformations
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Label the following statements as being true or false. For the following, V and W are finite dimensional vector spaces (over F) and T is a function from V into W.
a) If T is linear than T preserves sums and scalar products .
b) If T(x+y)= T(x)+T(y), then T is linear.
c) T is one to one if and only if N(T)={0}.
d) If T is linear then T(0v)=0w.
e) If T is linear than nullity (T) + rank (T)=dim (W).
f) If T is linear, then T carries linearly independent subsets of V onto linearly independent subsets of W.
g) If T, U:V→ are both linear and agree on a basis of V, then T=U.
h) Given x1, x2 ϵ V and y1, y2 ϵ W, there exists a linear transformation T:V→W such that T(x1)=y1 and T(x2)=y2.

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