Undergrad Clarifying a corollary about Quadratic Forms

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SUMMARY

The discussion centers on the corollary of a theorem regarding symmetric bilinear forms on vector spaces over the fields of real and complex numbers. It establishes that for a symmetric bilinear form B, there exists a basis such that B(v_i, v_j) = 0 for i ≠ j, and for all i, B(v_i, v_i) takes specific values depending on the field. The corollary further defines a quadratic form Q(v) = B(v, v) and demonstrates how it can be expressed as a sum of squares, leading to the conclusion that the signature of the quadratic form, defined by the counts of positive and negative squares, is invariant under basis changes.

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  • Understanding of symmetric bilinear forms
  • Familiarity with quadratic forms
  • Knowledge of vector spaces over fields, specifically \mathbb{R} and \mathbb{C}
  • Basic linear algebra concepts, including basis and dimension
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  • Study the properties of symmetric bilinear forms in detail
  • Explore the concept of quadratic form signatures and their implications
  • Learn about the relationship between basis transformations and quadratic forms
  • Investigate applications of quadratic forms in optimization and geometry
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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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