Change of basis matrix(linear algebra)

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Homework Help Overview

The discussion revolves around computing a change of basis matrix in linear algebra, specifically transitioning from one basis in R2 to another. The original poster presents a problem involving two bases and seeks assistance with a subsequent task related to expressing a vector in terms of the new basis.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the method of setting up a linear combination to express a given vector in terms of a new basis. There are questions about the correctness of the change of basis matrix and the representation of the vector.

Discussion Status

Some participants have provided guidance on how to approach the problem, including the use of the change of basis matrix to convert coordinates. There is an ongoing examination of the correctness of the initial matrix and the assumptions made regarding the vector representation.

Contextual Notes

There is a noted correction regarding the components of the original basis vectors, which may impact the calculations. The discussion includes uncertainty about the initial setup and the implications of the change of basis matrix.

leeewl
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Hi I'm stuck on this problem and I could not find similar examples anywhere.. any help would be greatly appreciated, thank you.

Homework Statement


Compute the change of basis matrix that takes the basis
V1 = \begin{bmatrix} -1 \\ 3 \end{bmatrix} V2 = \begin{bmatrix} 2 \\ 5 \end{bmatrix}
of R2 to the basis
W1 = \begin{bmatrix} 2 \\ 5 \end{bmatrix} W2 = \begin{bmatrix} 3 \\ 7 \end{bmatrix}
I have done this first part, the change of basis matrix is A = \begin{bmatrix} 2 & 1 \\ -1 & 0 \end{bmatrix}

next part I don't quite know how to start:
Consider v = V1 + 2(V2) \in R2: Determine the column vector \begin{bmatrix} a \\ b \end{bmatrix} which represents v with respect to the basis {W1, W2}

The Attempt at a Solution



Do I turn v1 into V1 = \begin{bmatrix} -1 \\ 3 \end{bmatrix} and V2 into V2 = \begin{bmatrix} 4 \\ 10 \end{bmatrix} and then try and find a linear combination that gives me {W1, W2}?
 
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Set up the linear combination and make it equal to your vector in order to find the coefficients a, b.
 
leeewl said:
Hi I'm stuck on this problem and I could not find similar examples anywhere.. any help would be greatly appreciated, thank you.

Homework Statement


Compute the change of basis matrix that takes the basis
V1 = \begin{bmatrix} -1 \\ 3 \end{bmatrix} V2 = \begin{bmatrix} 2 \\ 5 \end{bmatrix}
of R2 to the basis
W1 = \begin{bmatrix} 2 \\ 5 \end{bmatrix} W2 = \begin{bmatrix} 3 \\ 7 \end{bmatrix}
I have done this first part, the change of basis matrix is A = \begin{bmatrix} 2 & 1 \\ -1 & 0 \end{bmatrix}

next part I don't quite know how to start:
Consider v = V1 + 2(V2) \in R2: Determine the column vector \begin{bmatrix} a \\ b \end{bmatrix} which represents v with respect to the basis {W1, W2}

The Attempt at a Solution



Do I turn v1 into V1 = \begin{bmatrix} -1 \\ 3 \end{bmatrix} and V2 into V2 = \begin{bmatrix} 4 \\ 10 \end{bmatrix} and then try and find a linear combination that gives me {W1, W2}?
The fact that \vec{v} = 1\vec{v}_1 + 2\vec{v}_2 means that with respect to the \{\vec{v}_1,\vec{v}_2\} basis,
\vec{v} = \begin{bmatrix} 1 \\ 2 \end{bmatrix}_{\{\vec{v}_1,\vec{v}_2\}}Use the matrix A to convert the coordinates from one basis to the other.

By the way, I don't think your matrix A is correct.
 
Last edited:
Thank you for your answers. I made a mistake in the op. V1 = \begin{bmatrix} 1 \\ 3 \end{bmatrix} and not (-1, 3) so my matrix A should be correct.
Is multiplying A by (coefficients of v1, v2) v = \begin{bmatrix} 1 \\ 2 \end{bmatrix} all I really need to do to?
Then my answer is \begin{bmatrix} 4 \\ -1 \end{bmatrix}
 
It's easy enough to check. Is 4\vec{w}_1-\vec{w}_2 equal to \vec{v}_1+2\vec{v}_2?

If your matrix is correct, then yes, that's all you have to do. That's why it's called a change of basis matrix. :wink:
 

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