Dimension of a subspace of polynomials with certain coefficients

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Discussion Overview

The discussion revolves around the dimension of a subspace of polynomials, specifically those in P_4 with certain coefficients set to zero. Participants explore the implications of linear operators on these polynomials and whether certain transformations affect their dimensions.

Discussion Character

  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant proposes that the dimension of the subspace of polynomials in P_4 where a_0, a_1, and a_2 are zero is 2, suggesting that the basis is {t^3, t^4}.
  • Another participant agrees with the basis but emphasizes that the dimension of the subspace is indeed 2.
  • A participant introduces an operator B that maps A(t) to tA(t) and argues that this operation does not change the dimension of the polynomial space.
  • Another participant counters that since tA(t) belongs to P_5, it introduces an additional dimension, thus not being a linear operator from P_4 to P_4.
  • One participant expresses a misunderstanding about the definition of a linear operator, thinking it relates to dimensions rather than the mapping of spaces.
  • A participant questions whether another operator, which modifies a polynomial by removing a constant term, results in a loss of dimension.
  • Another participant clarifies that if A(t) - A(0) is a constant, it would exit the original space, but acknowledges that A(t) - A(0) is not constant.
  • A later reply confirms the correctness of the polynomial transformation discussed.

Areas of Agreement / Disagreement

Participants exhibit disagreement regarding the nature of linear operators and the implications of polynomial transformations on dimensions. No consensus is reached on the definition of linear operators or the dimensionality of the resulting spaces.

Contextual Notes

Participants rely on specific definitions of polynomial spaces and linear operators, which may not be universally agreed upon. The discussion includes assumptions about the nature of polynomial transformations and their effects on dimensionality.

Zorba
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Right so I've had an argument with a lecturer regarding the following:

Suppose you consider [tex]P_4[/tex] (polynomials of degree at most 4): [tex]A(t)=a_0+a_1t+a_2t^2+a_3t^3+a_4t^4[/tex]

Now if we consider the subspace of these polynomials such that [tex]a_0=0,\ a_1=0,\ a_2=0}[/tex], I propose that the dimension of of this subspace is 2 (versus the dimension of [tex]P_4[/tex] which is 5. Am I incorrect in saying this?

Based on the answer to this I have a follow up question regarding a linear operator on [tex]P_n[/tex]
 
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Zorba said:
Right so I've had an argument with a lecturer regarding the following:

Suppose you consider [tex]P_4[/tex] (polynomials of degree at most 4): [tex]A(t)=a_0+a_1t+a_2t^2+a_3t^3+a_4t^4[/tex]

Now if we consider the subspace of these polynomials such that [tex]a_0=0,\ a_1=0,\ a_2=0}[/tex], I propose that the dimension of of this subspace is 2 (versus the dimension of [tex]P_4[/tex] which is 5. Am I incorrect in saying this?
Yes, any such polynomial can be written as [itex]0(1)+ 0(x)+ 0(x^2)+ a_3 t^3+ a_4t^4[/itex] and so [itex]\{t^3, t^4\}[/itex] is a basis.

Based on the answer to this I have a follow up question regarding a linear operator on [tex]P_n[/tex]
Fire away!
 
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(Cheers)

Suppose we consider an operator [tex]B: A(t) \rightarrow tA(t)[/tex] where [tex]A(t) \in P_4[/tex]

Right, so my argument is that the result of this operation does not change the dimension, ie that [tex]dim(A(t))=dim(tA(t))[/tex] (basically I was trying to convince him that this was a linear operator). Am I missing something here?

He seemed to argue that since [tex]tA(t)[/tex] now belongs to [tex]P_5[/tex] it now has an extra dimension, but I argue that since [tex]tA(t)[/tex] has the form [tex]a_0t+a_1t^2+a_2t^3+a_3t^4+a_4t^5[/tex] and since a polynomial in [tex]P_5[/tex] would be [tex]A(t)=a_0+a_1t^1+a_2t^2+a_3t^3+a_4t^4+a_5t^5[/tex] that it does indeed have the same dimension... :rolleyes:
 
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You are correct, the range of B has the same dimension, however, B is not a linear operator, because a linear operator is a linear transformation from a space to itself, i.e. the same space, it must take P_4 -> P_4, but tA(t) takes P_4->P_5, although to a 2 dimensional subspace in P_5 it is no longer the same space. (E.g. now we have t^5 in the range of B, but by definition that does not exist in P_4, so the spaces are different).
 
Ahha, I had (oddly in retrospect) thought that a linear operator was one that mapped from a space to another such that both spaces had the same dimension.

One final question, I also made the argument that a polynomial acted on by the following operator "loses" a dimension: [tex]\displaystyle P: A(t) \rightarrow \frac{A(t)-A(0)}{t}[/tex]
Is that incorrect?
 
if A(t)-A(0) is a constant then you are out of the space again...
 
[tex]A(t)-A(0)[/tex] is never constant...

[tex]\displaystyle \frac{A(t)-A(0)}{t}=\frac{a_0+a_1t+a_2t^2+a_3t^3+a_4t^4 - a_0}{t}=a_1+a_2t+a_3t^2+a_4t^3[/tex]
 
Oops... I don't know what i was thinking. That is correct.
 

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