Math Problem Statement
can you solve this question: let B = [1, 1, 1], [-1, 0, -2], [1, 0, 3] let C = [1, 0, 0, 0], [1, 1, 1, 1], [0, 0, 1, 1], [0, 0, 0, 1] let M = [3, -2, 2/ 0, -1, 2/ 6, -4, 4/ -9, 5, -4] be the matrix transformation of T from basis B to C the closed from of the transformation T[a, b, c] = ?
Solution
To solve for the transformation in closed form, let's analyze the components given:
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Basis : This represents a basis for .
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Basis : This is a basis for , where each column represents one of the basis vectors in .
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Matrix : This matrix represents the transformation of from basis to basis .
We are tasked with finding the closed form of the transformation in the standard basis.
Step 1: Interpretation of
The matrix describes how vectors in basis (for the domain) map into vectors in basis (for the codomain) under the transformation . To find in standard coordinates, we need to:
- Express the standard basis in terms of .
- Express the columns of (which are -images of the basis -vectors) in terms of the standard coordinates using the basis .
Step 2: Converting Basis to Standard Basis
We can write any vector in the standard basis in terms of the basis : This gives us the coordinates of in terms of basis .
Step 3: Applying Matrix and Converting Back to Standard Basis
To apply the transformation in standard coordinates:
- Multiply by to get the coordinates in basis .
- Map those coordinates back to the standard basis by using the matrix .
This process would yield the closed-form transformation .
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Transformations
Change of Basis
Formulas
Matrix multiplication: T[a, b, c] = M * [a, b, c]^T
Coordinate transformation: x = B * [a, b, c]^T
Theorems
Change of Basis Theorem
Suitable Grade Level
Undergraduate
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