How do you get a matrix from this basis?

In summary: The equation tells us how to project a vector onto the basis. TheAttempt at a SolutionThe problem I'm assigned for homework is very similar to this. I'm almost sure I got the answer right, but I don't completely understand the question. Why does the basis give that specific matrix B? What do you do with the basis to get B?Hello BS, welcome to PF :smile: !Your hitting an extremely important subject in physics, math, engineering and what have you here !Unfortunately, the explanation given in your text is already quite clear, so I find it difficult to add to it meaningfully.Do you have any problem with the interpretation of matrix B on the basis
  • #1
bartersnarter
13
0

Homework Statement


Here's my problem. I only need help with the bottom part, but if you could explain the problem more vividly that would help too.
Kwvdeca.png

Homework Equations


A = S-1BS (?)
There aren't really any relevant equations. This part of linear algebra is getting really abstract, at least I think so. If there are any equations, I'm not aware of them.

The Attempt at a Solution


The problem I'm assigned for homework is very similar to this. I'm almost sure I got the answer right, but I don't completely understand the question. Why does the basis give that specific matrix B? What do you do with the basis to get B?
 
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  • #2
Hello BS, welcome to PF :smile: !

Your hitting an extremely important subject in physics, math, engineering and what have you here !

Unfortunately, the explanation given in your text is already quite clear, so I find it difficult to add to it meaningfully.

Do you have any problem with the interpretation of matrix B on the basis of ##\mathfrak {B}## ?

How do you write vectors that are written as ##(\lambda, \mu)## on the basis of ##\mathfrak {B}## if you have to write them on the usual basis on ##\Re^2## ?

And if you apply the transformation B to ##(\lambda, \mu)## what do you get? And how does it look in ##\Re^2## ?

The other way around: what do you do to find the ##(\lambda, \mu)## corresponding to a vector ##(x, y)## in ##\Re^2## ?

---
Sorry about the ##\Re##, looks awful. Someone will know which fonts are available here, but I have trouble finding out

[edit] ah, found \mathbb : ##\mathbb R##
--​
 
Last edited:
  • #3
Perhaps I can save a few words with a picture:

VecTransf.jpg

T is reflection about the line spanned by (2,3).
What is T of vector ##\vec v = (5,2)## ?

We found that T is diagonal on a basis ##\mathfrak B## consisting of ##\vec e_1 = (2,3)## and ##\vec e_2 = (-3,2)##
with ##T(\vec e_1) = (1) \vec e_1## and ##T(\vec e_2) = (-1) \vec e_1##
T is linear, which means that
the projection ##\lambda \vec e_1## of ##\vec v## on ##\vec e_1##
transforms into ##\lambda T(\vec e_1) = \lambda \vec e_1##

and the projection ##\mu \vec e_2## of ##\vec v## on ##\vec e_2##
transforms into ##\mu T(\vec e_2) = - \mu \vec e_2##
 
  • #4
bartersnarter said:

Homework Equations


A = S-1BS (?)
There aren't really any relevant equations. This part of linear algebra is getting really abstract, at least I think so. If there are any equations, I'm not aware of them.
The formula for the ##\mathfrak B##-matrix of ##T## (for arbitrary ##\mathfrak B##) is certainly relevant.
 

FAQ: How do you get a matrix from this basis?

1. How do you determine the matrix from a given basis?

The matrix from a given basis can be determined by placing the basis vectors as columns in the matrix. The coefficients of each basis vector in the other vectors of the basis will form the corresponding row in the matrix.

2. What is the purpose of finding a matrix from a basis?

Finding a matrix from a basis allows us to easily perform operations on vectors in that basis. It also helps in solving systems of linear equations and performing transformations.

3. Can a matrix be obtained from any basis?

Yes, a matrix can be obtained from any basis as long as the basis vectors are linearly independent and span the vector space in which they exist. This ensures that the matrix is invertible and can be used for various calculations.

4. Is there a specific method for obtaining a matrix from a basis?

Yes, the process of obtaining a matrix from a basis is known as basis transformation or change of basis. It involves finding the coefficients of each basis vector in the other vectors of the basis and placing them in a matrix form.

5. Can a matrix obtained from one basis be used for another basis?

Yes, a matrix obtained from one basis can be used for another basis as long as both bases are for the same vector space. In this case, the matrix will represent the same linear transformation, but with respect to the new basis.

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