How Do You Find the Standard Matrix of a Linear Transformation?

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To find the standard matrix of the linear transformation T from R3 to R3, the transformation of the vectors (1,1,0), (1,0,1), and (0,1,1) must be expressed in terms of a matrix equation. The proposed method involves setting up a 3x3 matrix with the transformed vectors as outputs and the original vectors as inputs, leading to a system of equations. By applying the linearity of T, one can express the standard basis vectors as linear combinations of the given vectors, allowing for the calculation of T(e1), T(e2), and T(e3). This approach ultimately leads to the construction of the matrix A, which can then be analyzed to determine if T is one-to-one and onto.
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Homework Statement



Let T be a linear transformation from R3 to R3. Suppose T transforms (1,1,0) ,(1,0,1) and (0,1,1) to (1,1,1) (0,1,3) and (3,4,0) respectively.

Find the standard matrix of T and determine whether T is one to one and if T is onto

Homework Equations





The Attempt at a Solution



I know T(x) =Ax=[T(e1) ,T(e2,) T(e3)]

I thought A would just be the matrix with columns (1,1,1) (0,1,3) and (3,4,0), but then I realized that
(1,1,0) ,(1,0,1) and (0,1,1) are not the standard basis vectors for R3


My book doesn't give any examples where we don't start with the standard basis vectors

Should I have started by taking a 3x3 matrix entries [x1,x2,x3;x4,x5,x6] and multiply that by a 3x3 matrix with entries [1,1,0;1,0,1;0,1,1] and set that equal to a matrix with entries [1,0,3;1,1,4;1,3,0] and then got a system of equations from there by multiplying the left side out. And then set up an augmented matrix and used row reduction to find corresponding entries for A?
 
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Using the linearity of T, you can calculate T(e1), T(e2) and T(e3):

T(e1)+T(e2)=(1,1,1)
T(e1)+T(e3)=(0,1,3)
T(e2)+T(e3)=(3,4,0)

After that, you can build up A.
 
x.x586 said:

Homework Statement



Let T be a linear transformation from R3 to R3. Suppose T transforms (1,1,0) ,(1,0,1) and (0,1,1) to (1,1,1) (0,1,3) and (3,4,0) respectively.

Find the standard matrix of T and determine whether T is one to one and if T is onto

Homework Equations





The Attempt at a Solution



I know T(x) =Ax=[T(e1) ,T(e2,) T(e3)]

I thought A would just be the matrix with columns (1,1,1) (0,1,3) and (3,4,0), but then I realized that
(1,1,0) ,(1,0,1) and (0,1,1) are not the standard basis vectors for R3


My book doesn't give any examples where we don't start with the standard basis vectors

Should I have started by taking a 3x3 matrix entries [x1,x2,x3;x4,x5,x6] and multiply that by a 3x3 matrix with entries [1,1,0;1,0,1;0,1,1] and set that equal to a matrix with entries [1,0,3;1,1,4;1,3,0] and then got a system of equations from there by multiplying the left side out. And then set up an augmented matrix and used row reduction to find corresponding entries for A?
Yes, that'll work. You could also write ei as a linear combination of the given vectors, and then use the linearity of T to evaluate T(ei).
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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