Find matrix of T with respect to the standard basis of R^3

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Homework Help Overview

The discussion revolves around a linear transformation T from R^3 to R^3, specifically focusing on finding the image of a vector and the matrix representation of T with respect to the standard basis. The original poster presents the transformation's action on the standard basis vectors.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the properties of linear transformations and how to apply them to find T(1, 1, 2009). There is an emphasis on using the transformation's action on the standard basis vectors to derive the matrix representation.

Discussion Status

Some participants have provided hints and guidance on how to approach the problem, particularly regarding the relationship between the transformation and the standard basis. Multiple interpretations of the problem are being explored, particularly in relation to the matrix representation.

Contextual Notes

There is a noted uncertainty regarding the starting point for solving the problem, and participants are encouraged to reference their course materials for examples related to linear transformations and matrix representations.

Collisionman
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Homework Statement



For this whole question let T be a linear transformation from R^3 to R^3 with
T(1,0,0) = (2,2,2),

T(0,1,0) = (1,2,2),

T(0,0,1) = (0,0,1).

(a) Find the image of (1,1,2009)
(b) Find the matrix of T with respect to the standard basis in R^3

Homework Equations



Standard basis of R^3 = (e1,e2,e3) = (1,0,0) (0,1,0) (0,0,1)

The Attempt at a Solution



I actually don't know where to start with this question.
 
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Collisionman said:

Homework Statement



For this whole question let T be a linear transformation from R^3 to R^3 with
T(1,0,0) = (2,2,2),

T(0,1,0) = (1,2,2),

T(0,0,1) = (0,0,1).

(a) Find the image of (1,1,2009)
(b) Find the matrix of T with respect to the standard basis in R^3

Homework Equations



Standard basis of R^3 = (e1,e2,e3) = (1,0,0) (0,1,0) (0,0,1)


The Attempt at a Solution



I actually don't know where to start with this question.
Two of the most basic properties of a linear transformation are that T(u + v) = T(u) + T(v) and T(ku) = kT(u). Apply these properties to find T(1, 1, 2009).

For the b part, your text must have some examples of finding the matrix of a linear transformation in terms of a particular basis.
 
Hint: the vectors you wrote for the standard basis are exactly the same as the ones T is acting on in the problem statement.
 
Notice that if
A= \begin{bmatrix}a & b & c \\ d & e & f \\ g & h & i\end{bmatrix}
then
Ae_1= \begin{bmatrix}a & b & c \\ d & e & f \\ g & h & i\end{bmatrix}\begin{bmatrix}1 \\ 0 \\ 0\end{bmatrix}= \begin{bmatrix}a \\ d \\ g\end{bmatrix}

Ae_2= \begin{bmatrix}a & b & c \\ d & e & f \\ g & h & i\end{bmatrix}\begin{bmatrix}0 \\ 1 \\ 0\end{bmatrix}= \begin{bmatrix}b \\ e \\ h\end{bmatrix}

Ae_2= \begin{bmatrix}a & b & c \\ d & e & f \\ g & h & i\end{bmatrix}\begin{bmatrix}0 \\ 0 \\ 1\end{bmatrix}= \begin{bmatrix}c \\ f \\ i\end{bmatrix}

That is, the results of applying the transformation to the standard basis vectors are the columns of the matrix.
 

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