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Symmetrization

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Inmathematics,symmetrization is a process that converts anyfunction inn{\displaystyle n} variables to asymmetric function inn{\displaystyle n} variables.Similarly,antisymmetrization converts any function inn{\displaystyle n} variables into anantisymmetric function.

Two variables

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LetS{\displaystyle S} be aset andA{\displaystyle A} be anadditiveabelian group. A mapα:S×SA{\displaystyle \alpha :S\times S\to A} is called asymmetric map ifα(s,t)=α(t,s) for all s,tS.{\displaystyle \alpha (s,t)=\alpha (t,s)\quad {\text{ for all }}s,t\in S.}It is called anantisymmetric map if insteadα(s,t)=α(t,s) for all s,tS.{\displaystyle \alpha (s,t)=-\alpha (t,s)\quad {\text{ for all }}s,t\in S.}

Thesymmetrization of a mapα:S×SA{\displaystyle \alpha :S\times S\to A} is the map(x,y)α(x,y)+α(y,x).{\displaystyle (x,y)\mapsto \alpha (x,y)+\alpha (y,x).}Similarly, theantisymmetrization orskew-symmetrization of a mapα:S×SA{\displaystyle \alpha :S\times S\to A} is the map(x,y)α(x,y)α(y,x).{\displaystyle (x,y)\mapsto \alpha (x,y)-\alpha (y,x).}

The sum of the symmetrization and the antisymmetrization of a mapα{\displaystyle \alpha } is2α.{\displaystyle 2\alpha .}Thus,away from 2, meaning if 2 isinvertible, such as for thereal numbers, one can divide by 2 and express every function as a sum of a symmetric function and an anti-symmetric function.

The symmetrization of a symmetric map is its double, while the symmetrization of analternating map is zero; similarly, the antisymmetrization of a symmetric map is zero, while the antisymmetrization of an anti-symmetric map is its double.

Bilinear forms

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The symmetrization and antisymmetrization of abilinear map are bilinear; thus away from 2, every bilinear form is a sum of a symmetric form and a skew-symmetric form, and there is no difference between a symmetric form and a quadratic form.

At 2, not every form can be decomposed into a symmetric form and a skew-symmetric form. For instance, over theintegers, the associated symmetric form (over therationals) may take half-integer values, while overZ/2Z,{\displaystyle \mathbb {Z} /2\mathbb {Z} ,} a function is skew-symmetric if and only if it is symmetric (as1=1{\displaystyle 1=-1}).

This leads to the notion ofε-quadratic forms and ε-symmetric forms.

Representation theory

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In terms ofrepresentation theory:

As the symmetric group of order two equals thecyclic group of order two (S2=C2{\displaystyle \mathrm {S} _{2}=\mathrm {C} _{2}}), this corresponds to thediscrete Fourier transform of order two.

n variables

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More generally, given a function inn{\displaystyle n} variables, one can symmetrize by taking the sum over alln!{\displaystyle n!} permutations of the variables,[1] orantisymmetrize by taking the sum over alln!/2{\displaystyle n!/2}even permutations and subtracting the sum over alln!/2{\displaystyle n!/2} odd permutations (except that whenn1,{\displaystyle n\leq 1,} the only permutation is even).

Here symmetrizing a symmetric function multiplies byn!{\displaystyle n!} – thus ifn!{\displaystyle n!} is invertible, such as when working over afield ofcharacteristic0{\displaystyle 0} orp>n,{\displaystyle p>n,} then these yield projections when divided byn!.{\displaystyle n!.}

In terms of representation theory, these only yield the subrepresentations corresponding to the trivial and sign representation, but forn>2{\displaystyle n>2} there are others – seerepresentation theory of the symmetric group andsymmetric polynomials.

Bootstrapping

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Given a function ink{\displaystyle k} variables, one can obtain a symmetric function inn{\displaystyle n} variables by taking the sum overk{\displaystyle k}-elementsubsets of the variables. In statistics, this is referred to asbootstrapping, and the associated statistics are calledU-statistics.

See also

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Notes

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  1. ^Hazewinkel (1990),p. 344

References

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