Math Problem Statement
Let C = {⃗c 1, ⃗c 2} be the basis for R2 with ⃗ c 1 = 2 −3 , ⃗c 2 = −3 5 and let T : R2 → R2 a linear transformation. Suppose [T (c1)]C = 1 0 and [T (c2)]C = 4 2 . Find the matrix [T ]E
Solution
To find the matrix , which represents the linear transformation in the standard basis for , we can use the information provided about how acts on the basis vectors and of the basis .
Here are the steps:
-
Express and in terms of the -basis vectors:
-
We are given: This means that .
-
Similarly, we have: This means that .
-
-
Convert and to standard basis coordinates:
- Since and , we calculate: and
-
Construct the matrix :
- The matrix is formed by placing the coordinates of and as columns:
Thus, the matrix representation of in the standard basis is:
Would you like further explanation on any step?
Here are five questions that build upon this topic:
- How would the transformation matrix change if we had a different basis for ?
- How do we determine if the transformation is invertible from its matrix representation?
- What is the significance of the eigenvalues and eigenvectors of the matrix ?
- How would we find the transformation matrix in a rotated basis?
- How can we verify if preserves the orientation of the basis vectors?
Tip: Always check the linear independence of basis vectors when working with transformations in different bases.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Transformation
Matrix Representation
Basis Transformation
Formulas
Matrix representation of linear transformation: [T]_E = [T(c1)_E, T(c2)_E]
Coordinate transformation between bases: T(c1) = a * c1 + b * c2
Theorems
Basis and Linear Transformation Theorem
Matrix Representation of Linear Transformation Theorem
Suitable Grade Level
Undergraduate - Linear Algebra
Related Recommendation
Linear Transformation Matrix: Map P to Q
Matrix of Linear Transformation in R3 to R2 with Change of Basis
Matrix Representation of Linear Transformation Relative to Basis B and Standard Basis E
Matrix Representation with Respect to Nonstandard Bases
Find the Matrix Representation of a Linear Transformation in Standard Basis