Finding Matrix P for B & R Basis in R^2

In summary, to find the matrix P such that [x]_R= P [x]_B for all x in R^2, you need to first find the components of each basis in terms of the other and then take the inverse of the resulting matrix to get P. This will ensure that [x]_R and [x]_B are equivalent for all x in R^2.
  • #1
UrbanXrisis
1,196
1
Let B be the basis of R^2 consisting of the vectors

[tex]\left(\begin{array}{c}3 & 1 \end{array}\right)[/tex] and [tex]\left(\begin{array}{c}-1 & 3 \end{array}\right)[/tex]

Let R be the basis consisting of

[tex]\left(\begin{array}{c}2 & 3 \end{array}\right)[/tex] and [tex]\left(\begin{array}{c}1 & 2 \end{array}\right)[/tex]

find a matrix P such that [tex] [x]_R= P [x]_B[/tex] for all x in R^2[/tex]

the answer should be a 2x2 matrix but I don't see how that is possible since [x] is only a column vector. I'm not sure how to solve this problem. any ideas?
 
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  • #2
A nx2 times a 2x1 gives a nx1, so really P has to be a 2x2 matrix.

Start by finding the components of each basis in terms of the other. A motivating question may be something like what is [tex]P(1, 0)^T[/tex]? Fool around with this idea to find the components of P.
 
  • #3
I'm not sure what is meant by "Start by finding the components of each basis in terms of the other."

I understand that "A nx2 times a 2x1 gives a nx1, so really P has to be a 2x2 matrix." but what about the fact that [x] can be ANY numbers. [x] is not even dependent of the basis so I don't know why they would even give the basis.

So if [x] can be anything, then so can P, so how do I find a specific 2x2 matrix?
 
  • #4
UrbanXrisis said:
Let B be the basis of R^2 consisting of the vectors

[tex]\left(\begin{array}{c}3 & 1 \end{array}\right)[/tex] and [tex]\left(\begin{array}{c}-1 & 3 \end{array}\right)[/tex]

Let R be the basis consisting of

[tex]\left(\begin{array}{c}2 & 3 \end{array}\right)[/tex] and [tex]\left(\begin{array}{c}1 & 2 \end{array}\right)[/tex]

find a matrix P such that [tex] [x]_R= P [x]_B[/tex] for all x in R^2[/tex]

the answer should be a 2x2 matrix but I don't see how that is possible since [x] is only a column vector. I'm not sure how to solve this problem. any ideas?
your matrix could be regarded as a 'changing basis matix'.
in other words you need to let one of them to be a linear combination of the other basis:
2=a1*3+a2*1
3=b1*3+b2*1
1=a1*(-1)+a2*3
2=b1*(-1)+a2*3
and your P would be the matrix:
a1 a2
b1 b2
 
  • #5
loop quantum gravity said:
your matrix could be regarded as a 'changing basis matix'.
in other words you need to let one of them to be a linear combination of the other basis:
2=a1*3+a2*1
3=b1*3+b2*1
1=a1*(-1)+a2*3
2=b1*(-1)+a2*3
and your P would be the matrix:
a1 a2
b1 b2

I tried that already, that does not give the correct answer. Also, I believe you mean:
2=b1*(-1)+b2*3

this gives you
a1=.5
a2=.5
a3=.7
a4=.9

which is not the correct answer
 
  • #6
your textbook has different answers than these?
 
  • #7
yes, i entered them for answers on the web and it tells me that they are wrong
 
  • #8
ok, i did the exact same thing for the other matrix and got the right answer, thanks for the help!
 
  • #9
which other matrix are you reffering to?
 
  • #10
3=a1*2+a2*3
-1=a1*(1)+a2*2
1=b1*(2)+a2*3
3=b1*1+b2*2
 
  • #11
but this gives you the solution of this:
[x]_B=P[x]_R
 

FAQ: Finding Matrix P for B & R Basis in R^2

What is the purpose of finding matrix P for B & R basis in R^2?

The purpose of finding matrix P for B & R basis in R^2 is to represent a linear transformation between two vector spaces with different bases. It allows us to transform vectors from one basis to another, making calculations and solving problems easier.

How do you find matrix P for B & R basis in R^2?

To find matrix P for B & R basis in R^2, you first need to determine the coordinate vectors for the basis vectors of both the original and new bases. Then, arrange these coordinate vectors as columns in a matrix P. Finally, multiply this matrix P by the original vector to obtain the new coordinates in the new basis.

Can matrix P for B & R basis in R^2 be used for any vector space?

No, matrix P for B & R basis in R^2 can only be used for vector spaces with two dimensions. For vector spaces with higher dimensions, a different matrix P would need to be found.

What is the difference between B basis and R basis in R^2?

B basis refers to a basis of the original vector space, while R basis refers to a basis of the new vector space. B basis is used to represent the coordinates of a vector in the original basis, while R basis is used to represent the coordinates of the same vector in the new basis.

Why is it important to find matrix P for B & R basis in R^2?

It is important to find matrix P for B & R basis in R^2 because it simplifies calculations and problem-solving in linear algebra. It allows us to easily transform vectors between different bases, which is essential in many applications, including computer graphics, engineering, and physics.

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