Math Problem Statement
Let T be the linear operator on R3 defined by
T(xଵ, xଶ, xଷ) = (3xଵ + xଷ, −2xଵ + xଶ, −xଵ + 2xଶ + 4xଷ).
What is the matrix of T in the ordered basis {αଵ, αଶ, αଷ} where
αଵ = (1,0,1), αଶ = (−1,2,1), αଵ = (2,1,1)?
Solution
To find the matrix representation of the linear operator in the given ordered basis , we follow these steps:
Step 1: Compute , , and
We substitute each basis vector into and calculate the result in terms of the standard basis , where:
Compute :
Compute :
Compute :
Step 2: Express , , in the basis
We solve for scalars such that: This involves solving a system of linear equations for each .
Solve for in terms of :
Let: This yields the system:
Solve this system to find . Repeat for and .
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Transformation
Matrix Representation
Vector Spaces
Formulas
T(x₁, x₂, x₃) = (3x₁ + x₃, −2x₁ + x₂, −x₁ + 2x₂ + 4x₃)
T(α₁) = c₁α₁ + c₂α₂ + c₃α₃
Theorems
Change of Basis
Matrix Representation of a Linear Transformation
Suitable Grade Level
Grades 11-12 (Advanced)
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