Proving Linear Transformation of Polynomials: Let Px be union of all polynomials

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    Polynomial Proof
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Discussion Overview

The discussion revolves around the properties of a linear transformation defined on the space of polynomials, specifically examining the mapping from polynomials to a kernel of a linear functional. Participants explore whether the transformation defined by \( \Lambda(p(x)) = (x-a)p(x) \) is linear, one-to-one, and onto.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • Some participants assert that the transformation \( \Lambda \) is linear by demonstrating that it satisfies the properties of linearity.
  • Others argue that \( \Lambda \) is one-to-one, providing reasoning that if \( \Lambda(p(x)) = \Lambda(q(x)) \), then \( p(x) \) must equal \( q(x) \) under certain conditions.
  • There is a claim that \( \Lambda \) maps onto the kernel of \( T \), with participants discussing the implications of \( q(x) \) being in the kernel and its relationship to the transformation.
  • Some participants break down the transformation into simpler components to clarify the mapping and its properties.

Areas of Agreement / Disagreement

Participants generally agree on the properties of linearity and one-to-one nature of the transformation, but there is no consensus on the overall implications or completeness of the proof regarding whether \( \Lambda \) is onto.

Contextual Notes

Some assumptions regarding the definitions of linear transformations and kernels are not explicitly stated, and the discussion relies on the fundamental theorem of algebra without detailed justification.

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"Let Px be union of all polynomials.
Choose a an element of R, and define ta : Px --> R by ta(f) = f(a)
Let T=ker(Ta). Prove that the map
p(x) |--> (x − a)p(x)
is a linear, one-to-one, and onto transformation Px --> T ."

Is the assertation in the problem correct?
If so, how do you prove it?
 
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Proof

Choose [tex]a\in\mathbb{R}[/tex] and define [tex]t_{a}:P_{x}\rightarrow\mathbb{R} \mbox{ by }t_{a}(f)=f(a)[/tex].
Let [tex]T=\mbox{ker}(t_{a})[/tex]. Prove that if [tex]\Lambda\mbox{ maps } p(x) \mapsto (x-a)p(x)[/tex], then [tex]\Lambda[/tex] is a linear, one-to-one transformation of [tex]P_{x}\mbox{ onto }T[/tex].
Proof: Let [tex]f,g\in P_{x}[/tex], and let [tex]b,c\in\mathbb{R}[/tex].
Then [tex]\Lambda(bf(x)+cg(x))=(x-a)(bf(x)+cg(x))=b(x-a)f(x)+c(x-a)g(x)=b\Lambda(f(x))+c\Lambda(g(x))[/tex], so [tex]\Lambda[/tex] is linear.
Since [tex]\Lambda(f(x))=\Lambda(g(x))\Rightarrow (x-a)f(x)=(x-a)g(x)\Rightarrow f(x)=g(x)[/tex], [tex]\Lambda[/tex] is one-to-one.
To see that [tex]\Lambda[/tex] maps [tex]P_{x}\mbox{ onto }T[/tex], consider that
[tex]\forall f\in P_{x}[/tex], [tex]f\in\mbox{ker}(t_{a})\Leftrightarrow f(a)=0\Leftrightarrow \exists q\in P_{x} \mbox{ such that } f(x)=(x-a)q(x)\Leftrightarrow \exists q\in P_{x} \mbox{ such that } f(x)=\Lambda(q(x))[/tex] by the definition of ker and by the fundamental theorem of algebra.
 
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In less formal terms:

Ta maps each polynomial p(x) into the number p(a).
The "kernel" of any linear transformation is the set of vectors it maps into 0 so the kernel of Ta is the set of all p(x) that have value 0 at x=a: p(a)= 0.

Let [itex]\Lambda[/itex] be the transformation that takes p(x) into (x-a)p(x).

1. Linear: [itex]\Lambda[/itex](mp(x)+ nq(x))= (x-a)(mp(x)+ nq(x)= m{(x-a)p(x)}+ n{(x-a)p(x)}= m [itex]\Lambda[/itex]p(x)+ n[itex]\Lambda[/itex]q(x).

2. One-to-One. Suppose [itex]\Lambda[/itex]p(x)= [itex]\Lambda[/itex]q(x). That is (x-a)p(x)= (x-a)q(x). For x not equal to a, we can divide both sides by x-a to get p(x)= q(x). Since p and q are both polynomials, and so continuous, their values at x=a must also be the same: p(x)= q(x).

3. Range of [itex]\Lambda[/itex] is a subset of kernel of T.
If q(x) is in the range of [itex]\Lambda[/itex], q(x)= (x-a)p(x) for some polynomial p. Trivially, q(a)= (a-a)p(a)= 0. Therefore q(x) is in the kernel of T.

4. [itex]\Lambda[/itex] is "onto".
Let q(x) be in the kernel of T. Then q(x) is a polynomial such that q(a)= 0 and therefore has a factor of the form (x- a). q(x)= (x-a)p(x)= [itex]\Lambda[/itex]p(x).
 
Last edited by a moderator:
Translating a problem can often make it easier to solve:

We want to say:

p(x) --> (x-a)p(x)

is a one-to-one, onto transformation of Px -> T

Breaking it down into pieces:

(1) This is a map Px -> T
is the same as
For any p(x) in Px, (x-a)P(x) is in T
which is the same as
For any p(x) in Px, (a-a)P(a) = 0


(2) This is a one-to-one map
is the same as
If (x-a)p(x) = (x-a)q(x) then p(x) = q(x).

(3) This is an onto map
is the same as
If q(x) is in T, then there is a p(x) s.t. q(x) = (x-a)p(x).
which is the same as
If q(a) = 0, then there is a p(x) s.t. q(x) = (x-a)p(x)
 

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