Linear algebra Matrix with respect to basis

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Homework Help Overview

The discussion revolves around finding the matrix of a linear operator defined on polynomials of degree 2 with respect to a specific basis. The operator D acts on polynomials in P2, and the basis B consists of three polynomial expressions.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants explore different methods for determining the matrix representation of the operator D, including transforming the operator's matrix from one basis to another. There are attempts to express the results of applying D to the basis vectors in terms of the new basis.

Discussion Status

The discussion is active, with participants offering various approaches and clarifications. Some guidance has been provided regarding the transformation of matrices between bases, but there is no explicit consensus on the best method to proceed.

Contextual Notes

Participants are working with two different bases for the polynomial space, which may lead to confusion. There is also a lack of clarity regarding the next steps after applying the operator to the basis vectors.

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Homework Statement



Find the matrix of the linear operator with respect to the given basis B.

D: P2 -> P2 defined by D(ax2 + bx + c) = 2ax+b, B = { 3x2+2x+1, x2-2x, x2+x+1 }

Homework Equations



None.

The Attempt at a Solution



I set the basis B = { (3,2,1), (1,-2,0), (1,1,1) } based on the equations

then I did
D(3,2,1) = 6x+2 = (0,6,2)
D(1,-2,0) = 2x-2 = (0,2,-2)
D(1,1,1) = 2x-1 = (0,2,-1)

I believe those are the steps I have to take? I'm just not sure where to go from here.

Thanks!
 
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I would probably start with the D matrix in the {x^2,x,1} basis, then use the B matrix you found to transform it into the new basis
 
now for clarity let the bases be given by
e = {e_1, e_2, e_3} = {x^2,x,1}

b = {b_1, b_2, b_3} = { 3x2+2x+1, x2-2x, x2+x+1 }

so as another way, you have the effect of the matrix D on the b basis vectors, you could re-write the resultant vectors in terms of the b basis to find D relative to b (call it Db)

though the first method outlined is probably better
 
Hmm, I don't know if I quite follow. So:

D(1,0,0) = 2x = (0,2,0)
D(0,1,0) = 1 = (0,0,1)
D(0,0,1) = 0 = (0,0,0)

So what would be the next step?
 
ok, so given a column vector in the e basis ue = (a,b,c)T representing (ax^2+b+c), what is the matrix De, such that result is ve in also the e basis

v^e = D^e.u^e

you've got all the values, just put them in matrix form
De =
[ ? ? ?]
[ ? ? ?]
[ ? ? ?]

the you need to find the matrix T, that transforms from the b basis to the v basis, so given a vector ub, what matrix T, takes it to ue

u^e = T.u^b

ub & ue are the same vector just written in different bases. The matrix T will be very closely related to the set of vectors B you gave.
 

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