No idea where to start for linear transformation question from P2->P2

In summary, to find the matrix for T with respect to the standard basis B={1,x,x2} for P2, we can write the polynomials as column vectors, create a matrix A from the three vectors on the left side of the equations, and a matrix B from the vectors on the right side. Then, we can solve for T by multiplying both sides with the inverse of A.
  • #1
jra0718
3
0
Let T:P2[itex]\rightarrow[/itex]P2 be given by

T(x-1)=1-x
T(x2-2x)=-1+x-2x2
T(3-x2)=-1+2x+3x2

Find the matrix for T with respect to the standard basis B={1,x,x2}for P2

To be honest, I have no idea where to start. Help would be greatly appreciated
 
Physics news on Phys.org
  • #2
Write the polynomials as column vectors like
x-1 --->
-1,
1
0
x^2-2x --->
0
-2
1

and so on and make a matrix A from the three columns on the left hand side of the equation and a matrix B from the columns at the right-hand side. You get a matrix equation TA=B which you can solve for T
by multiplying both sides with the inverse of A:
T=TA A-1=BA-1.

ehild
 
  • #3
i don't understand how you got the column vectors
 
  • #4
1, x, x^2 are the basis, consider them as base vectors e1, e2, e3. The coefficient of x^k in the polynomial is considered as the k-th component.

For example, -1+x-2x^2 = -1 (1) +1 (x) -2 (x^2) or -1 e1 +1*e2 -2 e3. You can write it as the vector (-1,1,-2), or its transposed as column vector.

ehild
 
Last edited:

Related to No idea where to start for linear transformation question from P2->P2

1. What is a linear transformation?

A linear transformation is a mathematical function that maps one vector space to another, while preserving the linear relationship between the vectors. In other words, the output of a linear transformation is a linear combination of the input vectors.

2. How do I know if a transformation is linear?

To determine if a transformation is linear, you can check if it satisfies two properties: additivity and homogeneity. Additivity means that the output of the transformation for the sum of two vectors is equal to the sum of the individual outputs. Homogeneity means that multiplying a vector by a scalar results in the scalar multiplied by the output of the transformation for that vector.

3. What is the difference between a linear transformation and a non-linear transformation?

A linear transformation follows the rules of additivity and homogeneity, while a non-linear transformation does not. This means that a non-linear transformation can produce outputs that are not a linear combination of the inputs.

4. How do I find the matrix representation of a linear transformation?

The matrix representation of a linear transformation can be found by applying the transformation to the standard basis vectors of the input vector space and writing the resulting vectors as columns in a matrix. The matrix will have the same number of columns as the dimension of the input vector space and the same number of rows as the dimension of the output vector space.

5. Can a linear transformation change the dimension of a vector space?

Yes, a linear transformation can change the dimension of a vector space. For example, a transformation from a 3-dimensional space to a 2-dimensional space will result in vectors with two components instead of three. However, the transformation will still be considered linear as long as it follows the rules of additivity and homogeneity.

Similar threads

  • Precalculus Mathematics Homework Help
Replies
3
Views
1K
  • Precalculus Mathematics Homework Help
Replies
13
Views
2K
  • Precalculus Mathematics Homework Help
Replies
23
Views
1K
  • Precalculus Mathematics Homework Help
Replies
9
Views
7K
  • Precalculus Mathematics Homework Help
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
18
Views
2K
  • Linear and Abstract Algebra
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
  • Linear and Abstract Algebra
Replies
1
Views
119
  • Precalculus Mathematics Homework Help
2
Replies
69
Views
4K
Back
Top