Math Problem Statement
Solution
We are tasked with finding the matrix representation of a linear transformation with respect to the new ordered basis , given the matrix of with respect to the standard basis .
Given:
- Standard basis
- New basis
- Matrix
Strategy to find :
- Change of basis matrix: Find the matrix that converts vectors from the -basis to the standard basis . This matrix is constructed by expressing each vector in in terms of the standard basis.
- Inverse change of basis matrix: Find the inverse , which converts vectors from the standard basis to the -basis.
- Transformation to new basis: Use the formula:
Let's start by calculating the change of basis matrix , the inverse of , and finally compute the transformed matrix. I'll begin with these calculations.The matrix representation of the linear transformation with respect to the new ordered basis is:
6 & 9 & 1 \\ -3 & -5 & 0 \\ -1 & -1 & 0 \end{pmatrix}$$ This matrix represents the transformation in the new basis $$B' = \{(1,1,1), (1,2,1), (1,0,0)\}$$. Would you like further details or have any questions? Here are 5 related questions you can explore: 1. How do you calculate the inverse of a matrix, and why is it necessary for change of basis? 2. What is the geometric interpretation of changing a basis in vector spaces? 3. How would the process change if we used a different linear transformation matrix? 4. Can you explain how linear transformations preserve or alter vector spaces? 5. What is the importance of diagonalizing a matrix in the context of linear transformations? **Tip**: When changing bases in a vector space, remember that the transformation matrices depend heavily on the relation between the original and new bases.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Change of Basis
Linear Transformations
Formulas
M_B',B'(T) = P^{-1} M_B,B(T) P
P = Change of Basis Matrix
Theorems
Change of Basis Theorem
Matrix Representation of Linear Transformations
Suitable Grade Level
Grades 11-12
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