Change of basis matrix(linear algebra)

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SUMMARY

The discussion centers on computing the change of basis matrix that transforms the basis vectors V1 = [-1, 3] and V2 = [2, 5] of R² to the basis W1 = [2, 5] and W2 = [3, 7]. The correct change of basis matrix is A = [2, 1; -1, 0]. Participants also explore how to represent the vector v = V1 + 2V2 in terms of the new basis {W1, W2}, leading to the conclusion that multiplying A by the coefficients of V1 and V2 yields the desired representation.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically change of basis.
  • Familiarity with matrix multiplication and vector representation.
  • Knowledge of basis vectors and their significance in vector spaces.
  • Ability to perform linear combinations of vectors.
NEXT STEPS
  • Study the properties of change of basis matrices in linear algebra.
  • Learn how to compute linear combinations of vectors in different bases.
  • Explore applications of change of basis in computer graphics and data transformations.
  • Investigate the implications of basis transformations in higher-dimensional spaces.
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking for examples of change of basis applications.

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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