Basis for Range of Linear transformation

Click For Summary

Homework Help Overview

The problem involves finding a basis for the range of a linear transformation T defined on polynomials of degree at most 3. The transformation produces polynomials of degree at most 2, specifically in the form R(T)={p''+p'+p(0)}.

Discussion Character

  • Mixed

Approaches and Questions Raised

  • Participants discuss the transformation's effect on a basis for P3 and explore the outputs for specific polynomial inputs. There is an examination of the transformation matrix and its reduced row echelon form (rref) to identify the basis.

Discussion Status

Participants are actively engaging with the problem, questioning the results of their calculations and the implications of the transformation's outputs. Some have identified potential errors in their matrix setup and are reconsidering their approach based on feedback from others.

Contextual Notes

There is confusion regarding the correct basis due to misinterpretation of the transformation outputs and the structure of the transformation matrix. Participants are also noting the absence of certain polynomial terms in the image of T, which affects the basis identification.

charlies1902
Messages
162
Reaction score
0
The problem is attached. The problem is "find a basis for the range of the linear transformation T."



p(x) are polynomials of at most degree 3. R(T)={p''+p'+p(0) of atmost degree 2}

This is pretty much as far as I got. I'm not sure how to do the rest.


I'm thinking of picking a random function, let's say:
ax^3+bx^2+cx+d

p'(x)=3ax^2+2bx+c
p''(x)=6ax+2b

p"+p'+p(0)=(6ax+2b)+(3ax^2+2bx+c)+(d)

The book says the answer is {1, x, x^2}. Is it because in the line above, you can see that x^2, x are in there and 1 is there in the form of d?
 

Attachments

  • Untitled.png
    Untitled.png
    2.3 KB · Views: 602
Physics news on Phys.org
Have you tried seeing the effect of R(T) on a basis for P3?
 
What does the transformation due to each elmeent in the basis?
 
Yes, I did, but I am not getting there answer.

Here is my modified procedure (ignore original post, i didn' tknow what i was doing).A basis for P3 is {1, x, x^2, x^3}

T(1)=0+0+1=1
T(x)=0+1+0
T(x^2)=2+2x+0
T(x^3)=6x+3x^2+0
This is basically
T(1)=1+0x+0x^2+0x^3
T(x)=1+0x+0x^2+0x^3
T(x^2)=2+2x+0x^2+0x^3
T(x^3)=0+6x+3x^2+0x^3
Where these coefficients represent the column for the transformation matrix:
1 1 2 0
0 0 2 6
0 0 0 3
0 0 0 0

rref of this matrix is
1 1 0 0
0 0 1 0
0 0 0 1
0 0 0 0

There's a pivot in the 1st, 3rd, and 4th column which would correspond to: 1, x^2, x^3 as the basis.How did they get 1, x, x^2?
 
charlies1902 said:
Yes, I did, but I am not getting there answer.

Here is my modified procedure (ignore original post, i didn' tknow what i was doing).


A basis for P3 is {1, x, x^2, x^3}

T(1)=0+0+1=1
T(x)=0+1+0
T(x^2)=2+2x+0
T(x^3)=6x+3x^2+0




This is basically
T(1)=1+0x+0x^2+0x^3
T(x)=1+0x+0x^2+0x^3
T(x^2)=2+2x+0x^2+0x^3
T(x^3)=0+6x+3x^2+0x^3
Where these coefficients represent the column for the transformation matrix:
1 1 2 0
0 0 2 6
0 0 0 3
0 0 0 0

rref of this matrix is
1 1 0 0
0 0 1 0
0 0 0 1
0 0 0 0

There's a pivot in the 1st, 3rd, and 4th column which would correspond to: 1, x^2, x^3 as the basis.


How did they get 1, x, x^2?

You have:
T(x3) = 3x2 + 6x
T(x2) = 2x + 2
T(x) = 1
T(1) = 1

Every output "vector" is a linear combination of 1, x, and x2.
 
Mark44 said:
You have:
T(x3) = 3x2 + 6x
T(x2) = 2x + 2
T(x) = 1
T(1) = 1

Every output "vector" is a linear combination of 1, x, and x2.

Yes, but why does my rref form of the matrix say it's 1, x, x^3?

The pivot columns correspond to {1, x,x^3}.Wait...I think I got this problem confused with another problem. I put the coefficients in the columns instead of rows.

So the matrix should look like this
1 1 2 0
0 0 2 6
0 0 0 3
0 0 0 0 excepted it should be transposed. Is that right?
 
Last edited:
Notice there is no multiple of x^3 in the image of T, so your matrix should

not correspond to {1,x,x^3}..
 
Bacle2 said:
Notice there is no multiple of x^3 in the image of T, so your matrix should

not correspond to {1,x,x^3}..
Yeah, I did my matrix wrong (did it in columns instead of rows.
 

Similar threads

Replies
7
Views
3K
  • · Replies 11 ·
Replies
11
Views
2K
Replies
13
Views
5K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 24 ·
Replies
24
Views
4K
Replies
4
Views
2K
  • · Replies 10 ·
Replies
10
Views
3K
  • · Replies 58 ·
2
Replies
58
Views
5K
  • · Replies 10 ·
Replies
10
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K