Math Problem Statement
Let T: R2 R2 be a linear transform Time left 0:26:15 R2 is a vector space over the field R, defined by T(x1, x2) = ((x1+x2)/2, (x1 + x2)/2). What is the corresponding matrix for T?
Oa. 1/2 1/2 1/2 1/2
Ob. 0 0 1/2 1/2
OC. 1/2 1/2 0 0
Od [1/2 1/2] d. 0
Solution
The transformation is defined by:
We want to express this linear transformation in matrix form. To do this, we apply to the standard basis vectors of :
- Apply to :
- Apply to :
These results form the columns of the transformation matrix. So, the matrix representing is:
Thus, the correct option is:
Oa.
Would you like further details on the transformation or how matrices represent linear transformations?
Here are 5 related questions to expand on this:
- How do we find the matrix of a linear transformation in general?
- What are the properties of the matrix found for this transformation?
- How do we verify if a given transformation is linear?
- How does this transformation affect vectors geometrically in ?
- What would happen if the transformation was not linear—how would that affect the matrix representation?
Tip: For any linear transformation, applying it to the standard basis vectors helps derive the corresponding matrix.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Transformations
Matrix Representation
Formulas
Matrix of a linear transformation: A = [T(e1) T(e2)], where e1 and e2 are standard basis vectors
Theorems
Standard Basis Vectors Theorem
Linear Transformation Matrix Representation Theorem
Suitable Grade Level
Undergraduate Mathematics
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