Basis for P2 and Linear Transformation

In summary: To do that you first need to show that the vectors are linearly independent.Then you can use the linear independence theorem.In summary, the homework statement is a basis for P_2, Express -x^2 - 2 as a linear combination of the elements of B, If t: P_2 -> P_2 is a linear transformation, and T(2x+3) = x^2 -1, T(3x^2 +1) = x^2 -2x, T(-5x^2 +x-1)= -x^2 +3x, compute T(-x^2 -2)
  • #1
Shay10825
338
0
Hello. I'm having some trouble with this problem. Any help would be greatly appreciated.

Homework Statement



Consider B= (2x+3, 3x^2 +1, -5x^2 + x-1}

a) Prove that B is a basis for P_2

b) Express -x^2 - 2 as a linear combination of the elements of B

c) If t: P_2 -> P_2 is a linear transformation, and T(2x+3) = x^2 -1, T(3x^2 +1) = x^2 -2x, T(-5x^2 +x-1)= -x^2 +3x, compute T(-x^2 -2) 2. The attempt at a solution

a)
Since:
B spans P2 and B is linearly independent, B is a basis for P2

b)
B = {2x+3, 3x2+1, 5x2+x-1}
2x t 3 = a
3x2 +1 = b
-5x2 + x -1 = c

By inspection:
-x2 - 2 = 2c + 3b –a
-x2 - 2 = 2(-5x2 + x -1) + 3(3x2 +1) – (2x t 3)

c) I typed it in Microsoft Word and uploaded it here:

http://img340.imageshack.us/img340/6180/matrixtheorydj6.png

Thanks
 
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  • #2
For point a), I guess you need to prove it.
At least you need to prove the linear independence.
How can you prove that these three polynoms (vectors) are linearly independent?
Check your textbook.
Counting and using a theorem should then end the proof. Textbook again.

For point b), you don't show your derivation and a solution in itself is not interresting.
Moreover it is probably wrong, if I can guess correctly what your wrote.
Assuming you wanted to define the following notations (check for some mistakes):

a = 2 x + 3
b = 3 x2 + 1
c = 5 x2 + x - 1

then simply checking your proposal gives:

2c + 3b - a = -2 + 19 x2 and this is different from -x^2 - 2

Therefore, as far as I guessed correctly from your post, your answer is wrong.

For point c), this is straightforward if you have solved point b) correctly.
This is just a substitution and a few calculations.
Remember what a linear transformation is (see textbook).
What are the main properties defining a linear transformation?
 
Last edited:
  • #3
lalbatros said:
For point b), you don't show your derivation and a solution in itself is not interresting.
Moreover it is probably wrong, if I can guess correctly what your wrote.
Assuming you wanted to define the following notations (check for some mistakes):

a = 2 x + 3
b = 3 x2 + 1
c = 5 x2 + x - 1

then simply checking your proposal gives:

2c + 3b - a = -2 + 19 x2 and this is different from -x^2 - 2

Therefore, as far as I guessed correctly from your post, your answer is wrong.

For point c), this is straightforward if you have solved point b) correctly.
This is just a substitution and a few calculations.
Remember what a linear transformation is (see textbook).
What are the main properties defining a linear transformation?

b) it was suppose to be
a = 2 x + 3
b = 3 x2 + 1
c = -5 x2 + x - 1
 
  • #4
Then I guess the linear combination you gave is correct.
For point c, you simply need to reproduce the same combination on the tansfromed vectors to get transformed of the combination.
You should show clearly how you did to solve point b). Should be a system of equations...
For point a), prove the independence.
 

What is the basis for P2?

The basis for P2, also known as the basis for the vector space of all quadratic polynomials, is a set of three linearly independent polynomials. These polynomials are used to form a basis for the vector space, meaning that any quadratic polynomial can be written as a linear combination of these basis vectors.

How do you determine the basis for P2?

To determine the basis for P2, you can use the standard basis for P2 which consists of the polynomials 1, x, and x^2. Alternatively, you can use the method of Gaussian elimination to find the basis vectors by setting up a system of equations with unknown coefficients and solving for them.

What is a linear transformation?

A linear transformation is a function between two vector spaces that preserves the operations of addition and scalar multiplication. This means that the output of the function will always be a linear combination of the inputs, and it will not change the underlying structure of the vector space.

How does a linear transformation relate to the basis for P2?

The basis for P2 is important in understanding linear transformations because it allows us to represent the inputs and outputs of a linear transformation as vectors. By expressing the transformation in terms of the basis vectors, we can easily perform calculations and analyze the effects of the transformation on the vector space.

What are some real-world applications of linear transformations?

Linear transformations have many practical applications, such as image processing, data compression, and computer graphics. They are also used in physics and engineering to model physical systems and make predictions. Additionally, linear transformations are used in economics and social sciences to analyze and interpret data.

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