Math Problem Statement
Solution
The problem asks us to find the matrix that takes the coordinates of a vector with respect to basis to the coordinates of with respect to basis .
Given Information:
- The basis consists of the vectors .
- The basis consists of the vectors .
Goal:
We need to find the matrix that transforms a vector's coordinates from basis to basis . This involves finding the change-of-basis matrix from to .
Procedure:
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Find the matrix representation of the vectors in :
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Find the matrix representation of the vectors in :
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Express the basis vectors of in terms of the vectors of :
To do this, we need to solve for the coordinates of each vector in in terms of 's basis vectors. Let the change of basis matrix from to be . We can set up the system of equations for each vector in .
I will compute this matrix transformation now.The matrix that transforms the coordinates of a vector from basis to basis is:
This matrix can be used to convert any vector's coordinates in the -basis to its coordinates in the -basis.
Would you like further details or explanations?
5 Related Questions:
- How do you verify a change of basis matrix?
- What are the properties of invertible matrices?
- Can a vector have more than one coordinate representation depending on the basis?
- What is the geometric interpretation of a change of basis?
- How do you find the inverse of a matrix?
Tip:
To switch between different bases efficiently, always ensure that both bases are linearly independent. Otherwise, the transformation matrix will not exist.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Change of Basis
Matrix Transformations
Formulas
Change of basis formula: [x]_C = P_{B to C} * [x]_B
Theorems
Theorem of Change of Basis Matrices
Suitable Grade Level
Undergraduate Level - Linear Algebra
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