Clarifying a corollary about Quadratic Forms

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Discussion Overview

The discussion revolves around a corollary related to symmetric bilinear forms and their representation through quadratic forms, specifically focusing on the implications of choosing a basis in vector spaces over the fields of real and complex numbers. Participants explore the mathematical relationships and manipulations involved in expressing quadratic forms in terms of basis vectors.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant presents a corollary regarding the existence of a basis for a symmetric bilinear form that leads to a specific representation of a quadratic form.
  • Another participant suggests that understanding the relationship between the quadratic form and the basis involves substituting values derived from the theorem, indicating a potential oversight in the original question.
  • Concerns are raised about whether the substitutions made in the quadratic form are merely convenient or if there are underlying principles governing these choices.
  • There is a discussion about the independence of the numbers p and q from the choice of basis, with a later reply noting that these numbers represent the signature of the quadratic form.
  • Participants express uncertainty about the implications of the ordering of basis elements and how it affects the representation of the bilinear form.

Areas of Agreement / Disagreement

Participants generally agree on the existence of a basis that leads to the specified representation of the quadratic form, but there remains some uncertainty regarding the implications of the substitutions and the independence of p and q from the choice of basis. The discussion does not reach a consensus on the nature of these substitutions.

Contextual Notes

Participants note that while the numbers p and q are invariant under changes of basis, the specific ordering and combinations of basis elements can vary, leading to different representations of the bilinear form.

Euler2718
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The question comes out of a corollary of this theorem:
Let B be a symmetric bilinear form on a vector space, V, over a field \mathbb{F}= \mathbb{R} or \mathbb{F}= \mathbb{C}. Then there exists a basis v_{1},\dots, v_{n} such that B(v_{i},v_{j}) = 0 for i\neq j and such that for all i=1,\dots , n: B(v_{i},v_{i}) = \begin{cases} 0,1 & F=\mathbb{C} \\ 0, \pm 1 & F=\mathbb{R}\end{cases}
(that is to say, there is a choice of basis so that \beta (symmetric n\times n matrix representing the form)is diagonal with diagonal entires 0,1 if \mathbb{F} = \mathbb{C} and 0,1,-1, if \mathbb{F} = \mathbb{R}

Then the corollary is presented: Let V and B be as above and let Q(\mathbf{v}) = B(\mathbf{v},\mathbf{v}). Then (I'll just consider the case over the field of reals): for some p,q with p+q\leq n there exists a basis such that: Q(\mathbf{v}) = Q(z_{1}\mathbf{v}_{1} + \dots + z_{n}\mathbf{v}_{n}) = \sum_{i=1}^{p} z_{i}^{2} - \sum_{i=p+1}^{p+q}z_{i}^{2} = z_{1}^{2} + z_{2}^{2} +\dots + z_{p-1}^{2} + z_{p}^{2} - z_{p+1}^{2} - z_{p+2}^{2} - \dots -z_{p+q}^{2}

I feel like it is probably obvious, but how does: \displaystyle \sum_{i=1}^{p} z_{i}^{2} - \sum_{i=p+1}^{p+q}z_{i}^{2} describe the quadric? The proof I have seen is: choice an appropriate basis satisfying the theorem, then Q(z_{1}\mathbf{v}_{1} + \dots + z_{n}\mathbf{v}_{n}) = B(z_{1}\mathbf{v}_{1} + \dots + z_{n}\mathbf{v}_{n},z_{1}\mathbf{v}_{1} + \dots + z_{n}\mathbf{v}_{n}) = \sum_{i,j=1}^{n} z_{i}z_{j}B(\mathbf{v}_{i},\mathbf{v}_{j}) = \sum_{i=1}^{n}z_{i}^{2}B(\mathbf{v}_{i},\mathbf{v}_{i}), where B(\mathbf{v}_{i},\mathbf{v}_{i}) are 0,1,or -1 as appropriate.
So the question then becomes how does \sum_{i=1}^{n}z_{i}^{2}B(\mathbf{v}_{i},\mathbf{v}_{i}) imply the result I have in the corollary? Is it just a manipulation of the series? Or is it simply my lack of experience showing its true colors?
 
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Euler2718 said:
Is it just a manipulation of the series? Or is it simply my lack of experience showing its true colors?
I think neither nor. It's probably a case of math blindness. You just have to substitute
$$B(v_1,v_1)=1, \ldots , B(v_p,v_p) = 1\, , \,B(v_{p+1},v_{p+1})=-1, \ldots , B(v_{p+q},v_{p+q})=-1\; , \; \\
B(v_{p+q+1},v_{p+q+1})=0, \ldots ,B(v_n,v_n)=0 $$
which you have from the theorem after eventually renumbering the basis vectors.
 
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fresh_42 said:
I think neither nor. It's probably a case of math blindness. You just have to substitute
$$B(v_1,v_1)=1, \ldots , B(v_p,v_p) = 1\, , \,B(v_{p+1},v_{p+1})=-1, \ldots , B(v_{p+q},v_{p+q})=-1\; , \; \\
B(v_{p+q+1},v_{p+q+1})=0, \ldots ,B(v_n,v_n)=0 $$
which you have from the theorem after eventually renumbering the basis vectors.
So I break this up\displaystyle Q(\mathbf{v}) = \sum_{i=1}^{n}z_{i}^{2}B(\mathbf{v}_{i},\mathbf{v}_{i}) = z_{1}^{2}B(\mathbf{v}_{1},\mathbf{v}_{1}) + z_{2}^{2}B(\mathbf{v}_{2},\mathbf{v}_{2}) + z_{3}^{2}B(\mathbf{v}_{3},\mathbf{v}_{3}) + \dots + z_{n-1}^{2}B(\mathbf{v}_{n-1},\mathbf{v}_{n-1}) + z_{n}^{2}B(\mathbf{v}_{n},\mathbf{v}_{n}) = z_{1}^{2}B(\mathbf{v}_{1},\mathbf{v}_{1}) + \dots + z_{p}^{2}B(\mathbf{v}_{p},\mathbf{v}_{p}) +z_{p+1}^{2}B(\mathbf{v}_{p+1},\mathbf{v}_{p+1})+\dots +z_{p+q-1}^{2}B(\mathbf{v}_{p+q-1},\mathbf{v}_{p+q-1})+z_{p+q}^{2}B(\mathbf{v}_{p+q},\mathbf{v}_{p+q})+z_{p+q+1}^{2}B(\mathbf{v}_{p+q+1},\mathbf{v}_{p+q+1})+\dots + z_{n}^{2}B(\mathbf{v}_{n},\mathbf{v}_{n}), which I think can see now where the summations in the corollary come from. But whose to say, for instance, that 1,\dots ,p indexed terms can't be -1 or 0 also? Is it just a convenience to make those substitutions or is there something governing this?
 
Euler2718 said:
So I break this up\displaystyle Q(\mathbf{v}) = \sum_{i=1}^{n}z_{i}^{2}B(\mathbf{v}_{i},\mathbf{v}_{i}) = z_{1}^{2}B(\mathbf{v}_{1},\mathbf{v}_{1}) + z_{2}^{2}B(\mathbf{v}_{2},\mathbf{v}_{2}) + z_{3}^{2}B(\mathbf{v}_{3},\mathbf{v}_{3}) + \dots + z_{n-1}^{2}B(\mathbf{v}_{n-1},\mathbf{v}_{n-1}) + z_{n}^{2}B(\mathbf{v}_{n},\mathbf{v}_{n}) = z_{1}^{2}B(\mathbf{v}_{1},\mathbf{v}_{1}) + \dots + z_{p}^{2}B(\mathbf{v}_{p},\mathbf{v}_{p}) +z_{p+1}^{2}B(\mathbf{v}_{p+1},\mathbf{v}_{p+1})+\dots +z_{p+q-1}^{2}B(\mathbf{v}_{p+q-1},\mathbf{v}_{p+q-1})+z_{p+q}^{2}B(\mathbf{v}_{p+q},\mathbf{v}_{p+q})+z_{p+q+1}^{2}B(\mathbf{v}_{p+q+1},\mathbf{v}_{p+q+1})+\dots + z_{n}^{2}B(\mathbf{v}_{n},\mathbf{v}_{n}), which I think can see now where the summations in the corollary come from. But whose to say, for instance, that 1,\dots ,p indexed terms can't be -1 or 0 also? Is it just a convenience to make those substitutions or is there something governing this?

You wrote:

Euler2718 said:
Then (I'll just consider the case over the field of reals): for some ##p,q## with ##p+q\leq n## there exists a basis such that:
This means, we can enumerate the basis vectors as we like, so we start with the ##1's## - say there are ##p## many - then continue with the ##-1's## - say ##q## many of them - and finally the ##0's## which must be all the rest. All other terms ##B(v_i,v_j)## for ##i \neq j## are zero anyway.
 
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fresh_42 said:
This means, we can enumerate the basis vectors as we like, so we start with the 1′s1's - say there are pp many - then continue with the −1′s-1's - say qq many of them - and finally the 0′s0's which must be all the rest. All other terms B(vi,vj)B(v_i,v_j) for i≠ji \neq j are zero anyway.
Ah yes, I think it is clear now. Thank you. Now I can proceed on what I'm supposed to do (proving p and q are independent of choice of basis).
 
Euler2718 said:
Ah yes, I think it is clear now. Thank you. Now I can proceed on what I'm supposed to do (proving p and q are independent of choice of basis).
Yes, if I remember correctly, it's called the signature of the quadratic form. Note that only the numbers ##p## and ##q## are independent of the basis, not the ordering or any other linear combination of basis elements. ##B## itself can have many appearances depending on which basis is chosen, however, ##p,q## are invariant.
 
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fresh_42 said:
Yes, if I remember correctly, it's called the signature of the quadratic form. Note that only the numbers ##p## and ##q## are independent of the basis, not the ordering or any other linear combination of basis elements. ##B## itself can have many appearances depending on which basis is chosen, however, ##p,q## are invariant.
Thank you again, I will keep this in mind.
 

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