Standard Matrix and Linear Transformations: Quiz 5 Solution by Ilker S. Yuce, Exams of Linear Algebra

The solution to quiz 5 of a linear algebra course, where the task is to find the standard matrix of a given linear transformation t : r3 � r3 and determine if t is one-to-one and onto.

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MT210 QUIZ 5
İLKER S. YÜCE
MARCH 15, 2011
Surname, Name:
QUESTION 1. §1.9 THE MATRIX OF A LINEAR TRANSFORMATION
Let T:R3ÏR3be the linear transformation defined by
T(x1, x2, x3) = (x1, x1+x2, x1+x2+x3).
Find the standard matrix of T. Is Tone to one? Is Tonto?
ANSWER
Note that the domain is R3and the codomain is R3. We need to consider the
3×3identity matrix. We need to find T(e1), T(e2), T (e3):
T(e1) = T((1,0,0)) = (1,1,1), T(e2) = T(0,1,0) = (0,1,1), T (e3) = (0,0,1), or
T(e1) =
1
1
1
, T(e2) =
0
1
1
, T(e3) =
0
0
1
.
Therefore, the standard matrix A of T is given as
T(x) = A·xwhe re A =
1 0 0
1 1 0
1 1 1
.
Note that we have
A=
1 0 0
1 1 0
1 1 1
100
010
001
.
Therefore, the homogenous system Ax=0has only the trivial solution which
implies that (YES) T IS ONE-TO-ONE. Since the reduced echelon form of A
has three pivot positions, (YES) T IS ONTO.
1

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MT210 QUIZ 5

İLKER S. YÜCE

MARCH 15, 2011

Surname, Name:

QUESTION 1. §1.9 THE MATRIX OF A LINEAR TRANSFORMATION

Let T : R^3 Ï R^3 be the linear transformation defined by

T ( x 1 , x 2 , x 3 ) = ( x 1 , x 1 + x 2 , x 1 + x 2 + x 3 ).

Find the standard matrix of T. Is T one to one? Is T onto?

ANSWER

Note that the domain is R^3 and the codomain is R^3. We need to consider the 3 × 3 identity matrix. We need to find T (e 1 ) , T (e 2 ) , T (e 3 ):

T (e 1 ) = T ((1 , 0 , 0)) = (1 , 1 , 1) , T (e 2 ) = T (0 , 1 , 0) = (0 , 1 , 1) , T (e 3 ) = (0 , 0 , 1) , or

T (e 1 ) =

 (^) , T (e 2 ) =

 (^) , T (e 3 ) =

Therefore, the standard matrix A of T is given as

T (x) = A · x where A =

Note that we have

A =

Therefore, the homogenous system A x = 0 has only the trivial solution which implies that (YES) T IS ONE-TO-ONE. Since the reduced echelon form of A has three pivot positions, (YES) T IS ONTO.