Determinant of matrix of linear transformation

[freetonik]

Homework Statement

Linear transformation T: P₂->P₂
T(f) = -5f + 8f'
Need to find detA (A is a matrix of T)

Homework Equations

T(f) = Af

The Attempt at a Solution

The basis of P₂ is B={1, x, x²}. Some polynomial f with respect to B looks like this in general:

(a, b, c)^T

right? So, T(f) = -(a, b, c)^T + 8 (0, b, 2c)^T = (-a, 7b, c)^T.

So, A*(a, b, c)^T = (-a, 7b, c)^T, therefore A =

1 0 0
0 7 0
0 0 1

And detA = -7. This is how I was thinking about it, but the answer is wrong and I am confused :(

 

[gabbagabbahey]

So, T(f) = -(a, b, c)^T + 8 (0, b, 2c)^T

What happened to the factor of 5 from T(f)=-5f+8f'?

 

[freetonik]

Oh!
Thanks!
It always happens to me.

So, fixing that mistake, T(f)=

-5a
3b
11c

And A becomes:

-5 0 0
0 3 0
0 0 11

and detA = -165 and it is still wrong :(

 

[gabbagabbahey]

Well, if f(x)=a+bx+cx^2, then f'(x)=b+2cx

So, if you are representing your basis functions as

x^0\to\begin{pmatrix}1 \\ 0 \\ 0 \end{pmatrix} \;\;\;\;\text{and}\;\;\;\; x^1\to\begin{pmatrix}0 \\ 1 \\ 0 \end{pmatrix} \;\;\;\text{and}\;\;\;\; x^2\to\begin{pmatrix}0 \\ 0 \\ 1 \end{pmatrix}

Then you have f(x)\to\begin{pmatrix}a \\ b \\ c \end{pmatrix} and f'(x)\to\begin{pmatrix}b \\ 2c \\ 0 \end{pmatrix}

 

[freetonik]

Okay, thank you again!
Now I have:

-5(a, b, c)^T + 8 (b, 2c, 0)^T =

-5a+8b
-5a+16c
-5a

And:

A(a, b, c)^T = (-5a+8b, -5a+16c, -5a)^T, so A=

-5 8 0
-5 0 16
-5 0 0

detA = -640 and it is still wrong :(((

 

[gabbagabbahey]

Okay, thank you again!
Now I have:

-5(a, b, c)^T + 8 (b, 2c, 0)^T =

-5a+8b
-5a+16c
-5a

Errm...

-5\begin{pmatrix}a \\ b \\ c \end{pmatrix}+8\begin{pmatrix}b \\ 2c \\ 0 \end{pmatrix}=\begin{pmatrix}-5a+8b \\ -5b+16c \\ -5c \end{pmatrix}

 

[freetonik]

Oh, I'm dumb! Thank you very much!

 

[freetonik]

There is a similar problem I cannot figure out..

T(f(t)) = f(2t) - 3f(t)

Again need to find detA.

In this case I don't even know how to start...

 

[gabbagabbahey]

Is T again a mapping from P₂ to P₂?

If so, do it in the same way, just with t as the variable instead of x... if f(t)=a+bt+ct^2, what is f(2t)?

 

[freetonik]

f(2t) = a + b2t = c2t²?

 

[Mark44]

f(2t) = a + b2t = c2t²?

No. If f(t) = a + bt + ct², then f(2t) = a + b*2t + c(2t)². This can be simplified.

 

[freetonik]

Thank you very much!

 

[freetonik]

Sorry, I've faced one more problem...
There is T: R²->R², s.t. T(V₁)=8V₂, and T(V₂)=-4V₁.

Need to find detA.

This is how I started thinking:
AV₁=8V₂ => A=8V₂ / V₁
AV₂=-4V₁ => A=-4V₁ / V₂

Don't know how to think further...

 

[gabbagabbahey]

Sorry, I've faced one more problem...
There is T: R²->R², s.t. T(V₁)=8V₂, and T(V₂)=-4V₁.

Okay, and what are V_1 and V_2?

 

[freetonik]

They are just some vectors in R², they're not given.

 

[gabbagabbahey]

They are just some vectors in R², they're not given.

I don't believe that. If this was true for all V_1 and V_2 in \mathbf{R}^2, then the matrix A would have to be full of zeroes. You'd need only look at some case where V_2=V_1 to prove that to yourself.

I suspect that they are supposed to represent the basis vectors of \mathbf{R}^2. In which case, you might as well look at two orthogonal basis vectors

V_1\to\begin{pmatrix}1 \\ 0 \end{pmatrix} \;\;\;\;\text{and}\;\;\;\; V_2\to\begin{pmatrix}0 \\ 1 \end{pmatrix}

 

[freetonik]

This is how the problem stated:
http://imgur.com/bU4b7.png

 

[gabbagabbahey]

This is how the problem stated:
http://imgur.com/bU4b7.png

Okay, so they are some specific vectors, you just aren't told exactly what they are.

In that case, just say

V_1\to\begin{pmatrix}a_1 \\ b_1\end{pmatrix} \;\;\;\;\text{and}\;\;\;\; V_2\to\begin{pmatrix}a_2 \\ b_2\end{pmatrix}

and go from there.