Math Problem Statement
Solution
The given problem defines a linear transformation by the following mapping:
Here, is the space of polynomials of degree at most 2, meaning any polynomial in has the form:
1. Finding the Kernel of
The kernel of , , consists of all polynomials such that:
This implies:
Substituting into , we get:
So, for , we must have . Thus, the polynomials in the kernel of are those of the form:
The kernel is spanned by the polynomials:
Thus, the kernel of is spanned by .
2. Describing the Range of
The range of , , consists of all vectors of the form . Since the output vector depends only on the constant term of the polynomial , we have:
Thus, the range of is spanned by the vector . Therefore:
Conclusion:
- The kernel of is spanned by .
- The range of is spanned by .
Would you like further details on any part of this problem?
Here are five related questions to deepen your understanding:
- How does the rank-nullity theorem apply to this transformation ?
- What is the dimension of the kernel and range of ?
- How would you describe the geometric interpretation of the kernel and range?
- Can the transformation be represented by a matrix, and if so, what would it look like?
- How does changing the definition of (e.g., modifying the output components) affect the kernel and range?
Tip: Always check the rank of a linear transformation to understand how many independent vectors map to nonzero outputs.
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Math Problem Analysis
Mathematical Concepts
Linear Transformations
Polynomials
Kernels and Range
Formulas
T(p) = [p(0) p(0)]
p(x) = ax^2 + bx + c
T(p) = 0 implies p(0) = 0
Theorems
Rank-Nullity Theorem
Suitable Grade Level
Undergraduate - Linear Algebra
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