Lin algebra: find the matrix with respect to basis

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Homework Help Overview

The problem involves a linear mapping T defined on a 4-dimensional vector space W with a specified basis. The task is to find a basis for a subspace V and calculate the matrix representation of T restricted to V with respect to this basis.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the identification of a basis for the subspace V and the implications of linearity for the mapping T. There is confusion regarding the dimensionality of the matrix representation and how to transition from a 4x4 matrix to a square matrix for the subspace.

Discussion Status

Some participants have confirmed the basis for V and explored whether T maps V into itself. There is an ongoing exploration of how to construct the matrix representation based on the transformations of the basis vectors.

Contextual Notes

Participants note the need for the final matrix to be square due to subsequent tasks involving eigenvalues. There is also mention of the relevance of previous examples to the current problem.

chadpip
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Homework Statement



Let W be a 4dim vector space with basis {e1, e2, e3, e4}. Let T be the linear mapping:

T(e1) = -e1 -2e2 + 2e3
T(e2) = 4e1 + 4e2 - 5e3 -3e4
T(e3) = 2e1 + 2e2 -3e3 -2e4
T(e4) = -e2 + e3

Let V be the subspace spanned by {e1 + e2 - e3, e1 - e4, -e1 + e2 -e3 +2e4}

Now: find a basis for V and calculate the matrix T with respect to V (the matrix T restricted to the subspace V) with respect to this basis

Homework Equations



-

The Attempt at a Solution



well the 3 elements in the span of V are lin. DEP and i found that {e1 + e2 - e3, e1 - e4} are lin ind so they form a basis for V.

Now, for the matrix.. I keep getting confused. It seems that I am beginning in R4 and ending in R2... i am confused on how to get from a 4x4 matrix 2x4? I calcluated what the basis vectors for V look like when they go through the transformation T (** I got: T(e1 + e2 - e3) = e1 - e4 ; T(e1 - e4) = - e1 - e2 + e3).

I was thinking I would multiply the matrix rep. of T by something to give me the matrix rep. of **. Is this correct for what I should be doing?

But it doesn't really make sense...

I know my final answer needs to be a square matrix because later parts of this exercise ask me to calculate the eigenvalues (so it must be square.)

Hopefully I did not really confuse you. All the examples I have been looking at to try and help don't seem to be completely relevant.
 
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You've found a basis of V. Now, does T map V into itself? If so it is an linear map on T. What is it?
 
since T is linear,
T(V) =
T(e1 - e4) = T(e1) - T(e4) = -e1 -e2 + e3
T(e1 + e2 - e3) = T(e1) -T(e2) + T(e3) = e1 - e4


the results come out of elements of the span, or linear combinations of elements of the span of V.

therefore, T(V) is contained in V, so T maps V into itself..
 
So if we let f_1 and f_2 stand for the basis vectors e_1 -e_4 and e_1+e_2-e_3. T sends f_1 to what (in terms of f_i)?
 
ah okay. then:

T(f_1) = - f_2
and
T(f_2) = f_1

.i feel we are now ready to construct the matrix knowing this but i am not sure what it is yet. I am thinking
 
would then matrix then just be:

0 -1
1 0

?
 
You shouldn't need to ask; it is a matter of verifying if it does what it is supposed to. It is the standard 'plugging the answer back in' to check.
 

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