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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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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?
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
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.