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This is the Quiz Solution of Linear Algebra. Mainly this Course includes Zero Vector, Linearly Dependent, Statement, Vector, Linear Combination, Expressed, Trivial Solution, Inspection, Dependent, Theorem etc. Key important points of his quiz are: Standard Matrix, Linear, Transformation, Defined, Vectors, Find, Explain, One to One, Columns, System
Typology: Exercises
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QUIZ 4
NAME: Section:(Circle one) A(1 : 10) B(2 : 40)
Show ALL your work CAREFULLY.
Let T : R^3 → R^2 be a linear transformation defined by
T (x 1 , x 2 , x 3 ) = (2x 1 − 3 x 2 + x 3 , 4 x 3 − x 1 ).
(a) Find the standard matrix A of T so that T (~x) = A~x.
The matrix A has columns T ( e~ 1 ), T ( e~ 2 ), T ( e~ 3 ). Since T ( e~ 1 ) = T (1, 0 , 0) = (2, −1), T ( e~ 2 ) = T (0, 1 , 0) = (− 3 , 0), T ( e~ 3 ) = T (0, 0 , 1) = (1, 4), it follows that the matrix A is given by
A =
(b) Find all vectors ~x such that T (~x) = ~0.
Since T (~x) = A~x, the vectors ~x such that T (~x) = ~ 0 are precisely the solutions to the homogeneous equation A~x = ~ 0. Now,
A =
The solutions to A~x = ~ 0 are
~x =
x 1 x 2 x 3
4 x 3 3 x 3 x 3
(^) = x 3
where x 3 is the parameter.
(c) Is T one to one? Explain.
No. From (b), the homogeneous equation A~x = ~ 0 has non-trivial solutions so T cannot be one-to-one.
Date: February 1, 2013. 1