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Character Polynomials, FI-Modules, and Representation Stability — Examples

1 · Prerequisites

2 · Summary

These examples anchor the FI-module definitions and the padded-family construction of character-polynomials-fi-modules-and-representation-stability in small explicit computations, and record one contrast between the pointwise and global notions of finiteness.

The permutation FI-module has character polynomial X1 exhibits the permutation FI-module M(1), generated in degree ≤1, and computes its character X1 from the diagonal of the permutation matrices. The exterior square of the permutation FI-module has character polynomial (X12)−X2 takes the exterior square W=Λ2M(1) and derives the character polynomial (X12)−X2, with the empty ranks n=0,1 vanishing on both sides. The padded family V((2,1)) begins at rank five, with weight three and stability degree two works the padding threshold for λ=(2,1): the sequence λ[n]=(n−3,2,1) fails to be a partition at n=3,4 and begins at n=5=∣λ∣+λ1, where the realising FI-module is generated in degree 5, with weight 3 and stability degree 2. A pointwise one-dimensional FI-module that is not finitely generated closes with the pointwise one-dimensional module that has no finite generating set, contrasting pointwise finite-dimensionality with finite generation.

3 · Logical flowchart

4 · Definitions, theorems and proofs

None yet.

5 · Examples, counterexamples and false statements

ExampleConstruction: Literature-sourcedVerification: AI-adaptedOpen item page →

The permutation FI-module has character polynomial X1

Example

For every finite set S let VS be the free k-module on S, and for an injection f ⁣:S→S′ let V(f) be the linear extension of f. Then V is an FI-module (The category FI and FI-modules over a commutative ring), isomorphic to M(1) in the notation of The free FI-module M(W) generated by an Sm-module; it satisfies Vn≅kn with the permutation action of Sn (The finite symmetric group Sn, one-line notation, and cycle notation) and is generated by V{0} in degree ≤1 (Span, finite generation and generation degree of an FI-module). Its character is the character polynomial X1 of weighted degree 1 (Character polynomials in the cycle counts Xi): for every n≥0 and every σ∈Sn the trace tr⁡(σ;Vn) (The trace tr⁡(A) as the sum of the diagonal entries) equals X1(σ), the number of fixed points of σ. No choice principle is used.

The displayed integer-valued expression is first evaluated on the integer cycle counts and then mapped to k by Z→k. This convention also covers positive characteristic; rational polynomial coefficients are not reduced individually when their denominators vanish in k.

Facts & Assumptions

Given: A field k and, for every finite set S, the free k-module VS on S with its basis {es:s∈S}, and for an injection f ⁣:S→S′ the k-linear extension V(f)(es):=ef(s).

[F1]

An FI-module over k is a covariant functor from finite sets and injections to k-modules; functoriality means V(idS)=idVS and V(g∘f)=V(g)∘V(f) (The category FI and FI-modules over a commutative ring).

[F2]

For m≥0, M(m)S has as k-basis the injections [m]↪S, the transition map along g ⁣:S→S′ sends the basis injection u to g∘u, and M(1) represents the functor V↦V[1] (The free FI-module M(W) generated by an Sm-module).

[F3]

For a set Σ of supported elements (S,s) with s∈VS, span⁡V(Σ)T is the k-span of the elements f∗(s) with (S,s)∈Σ and f ⁣:S→T an injection; V is generated in degree ≤d when span⁡V(V≤d)=V (Span, finite generation and generation degree of an FI-module).

[F4]

X1 is the class function with X1(σ)=c1(σ), the number of fixed points of σ; it has weighted degree 1 (Character polynomials in the cycle counts Xi).

[F5]

The trace of a square matrix is the sum of its diagonal entries; for n=0 the empty matrix has trace 0 (The trace tr⁡(A) as the sum of the diagonal entries).

Verification

technique · direct
1.1F1givenalgebra

V is a functor: V(idS) sends each basis element es to es, hence is the identity, and for composable injections f ⁣:S→T, g ⁣:T→U one has V(g∘f)(es)=eg(f(s))=V(g)(ef(s))=V(g)V(f)(es) on every basis element, so V(g∘f)=V(g)V(f); hence V is an FI-module with basis S of VS.

2.1F2step 1.1

Identify VS with M(1)S by sending the basis element es to the injection us ⁣:[1]→S with us(0)=s; this is a k-linear isomorphism because the us are exactly the basis injections of M(1)S [F2]. It is compatible with transition maps: for f ⁣:S→S′, M(1)(f)(us)=f∘us=uf(s) corresponds to ef(s)=V(f)(es). Hence V≅M(1); in particular Vn≅kn with basis [n], and σ∈Sn acts by σ⋅es=eσ(s), the permutation representation.

2.2F3step 1.1

The element e0∈V[1] generates: for any finite set S and s∈S, the injection us ⁣:[1]→S satisfies (us)∗(e0)=eus(0)=es, so span⁡V({([1],e0)}) contains every basis element and equals V; thus V is generated in degree ≤1 by V{0}.

3.1F4F5step 2.1

For σ∈Sn and basis elements s,t∈[n], the coefficient of et in σ⋅es=eσ(s) is δt,σ(s); the diagonal entry at s is therefore δs,σ(s), equal to 1 if σ fixes s and to 0 otherwise. By [F5], tr⁡(σ;Vn)=∑s∈[n]δs,σ(s), the number of fixed points of σ, which is X1(σ); for n=0 both sides are 0. This holds for every n, so the trace function of Vn is the character polynomial X1 on the whole range.

4.1step 1.1step 2.1step 2.2step 3.1∎

Steps 1.1, 2.1 and 2.2 exhibit V≅M(1) as the permutation FI-module generated in degree ≤1, and step 3.1 identifies its character with X1, a character polynomial of weighted degree 1.

ExampleConstruction: Literature-sourcedVerification: AI-adaptedjudge pass (gpt-6.1-sol)Open item page →

The exterior square of the permutation FI-module has character polynomial (X12)−X2

Example

Let V=M(1) be the permutation FI-module of The permutation FI-module has character polynomial X1, so VS is the free k-module on S and V(f) is the linear extension of f, and define WS:=Λ2VS with W(f):=Λ2V(f) (The kth exterior power as the tensor-power quotient by repeated-vector relations, The induced map ΛkT on exterior powers). Then W is an FI-module (The category FI and FI-modules over a commutative ring) with Wn≅Λ2(kn) as an Sn-module, and its character is the character polynomial

(X12)−X2

of weighted degree 2 (Character polynomials in the cycle counts Xi): for every n≥0 and every σ∈Sn the trace of σ on Wn equals (X1(σ)2)−X2(σ), where X1(σ) is the number of fixed points and X2(σ) the number of 2-cycles (Support, fixed points, disjoint cycles, cycle length, disjoint-cycle decompositions, and cycle type). No choice principle is used.

The displayed integer-valued expression is first evaluated on the integer cycle counts and then mapped to k by Z→k. This convention also covers positive characteristic; rational polynomial coefficients are not reduced individually when their denominators vanish in k.

Facts & Assumptions

Given: A field k; the permutation FI-module V with VS=k(S) and basis {es:s∈S}; and WS=Λ2VS with W(f)=Λ2V(f).

[F1]

V is an FI-module: V(idS)=id and V(g∘f)=V(g)V(f); V≅M(1) and Vn≅kn is the permutation representation of Sn (The category FI and FI-modules over a commutative ring, The permutation FI-module has character polynomial X1).

[F2]

For a linear map T ⁣:V→W, the exterior square Λ2T is induced by T⊗T on V⊗V and satisfies Λ2(g∘f)=Λ2(g)∘Λ2(f) and Λ2(id)=id; Λ2 is the quotient of V⊗2 by the span of the tensors v⊗v (The induced map ΛkT on exterior powers, The kth exterior power as the tensor-power quotient by repeated-vector relations).

[F3]

If F is a finite free R-module with ordered basis e1,…,er, the wedges ei∧ej with i<j form an R-basis of the degree-two part ⋀2F of the exterior algebra, which is the same quotient as Λ2F (Exterior Algebra Of A Finite Free Module, Exterior Algebra Basis Monomials, The kth exterior power as the tensor-power quotient by repeated-vector relations).

[F4]

X1(σ) is the number c1(σ) of fixed points of σ and, more generally, Xr(σ)=cr(σ) is the number of r-element orbits; a partition of {i,j} into orbits of σ is either two 1-cycles or one 2-cycle (Character polynomials in the cycle counts Xi, Support, fixed points, disjoint cycles, cycle length, disjoint-cycle decompositions, and cycle type).

[F5]

For a square matrix, the trace is the sum of the diagonal entries (The trace tr⁡(A) as the sum of the diagonal entries); the polynomial (X12)−X2∈Q[X1,X2] has weighted degree 2.

Verification

technique · direct
1.1F1F2

W is a functor: W(idS)=Λ2(idVS)=idWS and W(g∘f)=Λ2(V(g)V(f))=Λ2V(g)∘Λ2V(f)=W(g)W(f), using that V satisfies the functor axioms [F1] and that Λ2 preserves identities and composites [F2]; hence W is an FI-module with values WS=Λ2VS, and for S=[n] this is Wn=Λ2(kn) with the action induced by the permutation action of Sn on kn.

1.2F3F4givenalgebra

Fix n and σ∈Sn. By [F3], applied to the free module Vn with basis e0,…,en−1, the elements ei∧ej with i<j form a k-basis of Wn; and σ⋅(ei∧ej)=eσ(i)∧eσ(j). Hence the diagonal entry of the matrix of σ at the basis element ei∧ej is the coefficient of ei∧ej in eσ(i)∧eσ(j), which can be nonzero only when {σ(i),σ(j)}={i,j}. In that case σ restricts to a bijection of the two-element set {i,j}: it is either the identity, giving coefficient +1, or the transposition ( i j ), giving ej∧ei=−ei∧ej and coefficient −1. There is no other possibility, so the diagonal entry is +1 exactly for the unordered pairs of distinct fixed points of σ, is −1 exactly for the 2-cycles of σ, and is 0 otherwise.

2.1F4F5step 1.2

By [F5] the trace of σ on Wn is the sum of the diagonal entries computed in step 1.2, namely the number (X1(σ)2) of unordered pairs of distinct fixed points minus the number X2(σ) of 2-cycles: tr⁡(σ;Wn)=(X1(σ)2)−X2(σ). For n=0 and n=1 the module Wn is 0 and both sides are 0, since then X1(σ)≤1. This holds for every n, and (X12)−X2 is a character polynomial of weighted degree 2, so the trace function of W is given by that character polynomial.

3.1step 1.1step 1.2step 2.1∎

Steps 1.1, 1.2 and 2.1 show that W=Λ2V is an FI-module with Wn≅Λ2(kn) whose character is the weighted-degree-two character polynomial (X12)−X2.

ExampleConstruction: Literature-sourcedVerification: AI-adaptedOpen item page →

The padded family V((2,1)) begins at rank five, with weight three and stability degree two

Example

Let λ=(2,1), so m:=∣λ∣=3 and λ1=2, and let λ[n] be the first-row padding (First-row padding of a partition). Then λ[n]=(n−3,2,1), and this is a partition exactly for

n≥5=∣λ∣+λ1:

for n=3 the sequence (0,2,1) is not weakly decreasing, for n=4 the sequence (1,2,1) still is not, and for n≥5 the first entry n−3 is at least λ1=2, so the sequence is a partition of n. The padded family therefore begins at rank five, two ranks later than ∣λ∣=3.

Accordingly, for a field k of characteristic 0, the FI-module V((2,1)) of Each padded irreducible family is realised by a finitely generated FI-module has values

V((2,1))n≅V(n−3,2,1) (n≥5),V((2,1))n=0 (n<5),

is generated in degree exactly 5, and has weight⁡(V((2,1)))=3 and inj-deg⁡(V((2,1)))=0, surj-deg⁡(V((2,1)))=stab-deg⁡(V((2,1)))=2 (Weight of an FI-module over a field of characteristic zero, Injectivity, surjectivity and stability degree). For instance V((2,1))5≅V(2,2,1), V((2,1))6≅V(3,2,1) and so on: the first row grows while the second row stays at 2. No choice principle is used.

Facts & Assumptions

Given: A field k of characteristic 0; the partition λ=(2,1) with m=∣λ∣=3 and λ1=2, the integers d=m+λ1=5, and the first-row padding λ[n] (First-row padding of a partition).

[F1]

α[n]=(n−∣α∣,α1,α2,… ) is defined and a partition of n exactly for n≥∣α∣+α1; for smaller nonnegative n≥∣α∣ the displayed sequence fails to be weakly decreasing (First-row padding of a partition).

[F2]

For a field k of characteristic 0 and a partition α with ∣α∣=m′, d′=m′+α1, there is a sub-FI-module V(α)⊆M(α) with V(α)n≅Vα[n] for n≥d′ and V(α)n=0 for n<d′; its generation degree is exactly d′, and weight⁡(V(α))=m′, inj-deg⁡(V(α))=0, surj-deg⁡(V(α))=stab-deg⁡(V(α))=α1 (Each padded irreducible family is realised by a finitely generated FI-module).

[F3]

For η⊢n, Vη is the irreducible kSn-module with label η; in particular Vλ[n] is the irreducible labelled by the padded partition, and ∣η∣−η1 (with η1=0 when η=∅) is the size of the padding tail, hence the weight label of that irreducible (Specht modules classify the irreducibles over every field of characteristic zero, Weight of an FI-module over a field of characteristic zero).

[F4]

The injectivity, surjectivity and stability degrees of an FI-module are those of Injectivity, surjectivity and stability degree, with stab-deg⁡=max⁡(inj-deg⁡,surj-deg⁡).

Verification

technique · direct
1.1F1given

Substituting λ=(2,1) gives λ[n]=(n−3,2,1): for n<3 the first entry is negative, for n=3 it is 0<2 and for n=4 it is 1<2, so in these cases the sequence is not a partition; for n≥5 the first entry is at least 2, the entries are nonnegative and weakly decreasing and their sum is (n−3)+2+1=n. Hence λ[n] is a partition exactly for n≥5=∣λ∣+λ1.

2.1F2F3F4step 1.1

Apply [F2] with α=λ=(2,1), so m′=3 and d′=5: there is a sub-FI-module V((2,1)) of M((2,1)) with V((2,1))n≅Vλ[n]=V(n−3,2,1) for n≥5 and V((2,1))n=0 for n<5, of generation degree exactly 5, weight 3, injectivity degree 0 and surjectivity degree 2, so that its stability degree is 2.

3.1F2F3step 1.1step 2.1∎

Steps 1.1 and 2.1 show that the padded family V((2,1)) begins at rank five, not at ∣λ∣=3, is generated in degree 5, and has weight 3 and stability degree 2; the second row of each constituent diagram λ[n]=(n−3,2,1) remains 2 while the first row grows. No choice principle is used.

CounterexampleConstruction: AI-generatedVerification: AI-adaptedOpen item page →

A pointwise one-dimensional FI-module that is not finitely generated

Statement refuted

Refuted claim: an FI-module over a field whose values VS are finite-dimensional for every finite set S is finitely generated.

The witness is built below: over a field k, take VS=k eS one-dimensional for every finite set S, with bijections acting as the identity identification of the lines and non-bijections acting as 0. Then dim⁡kVS=1 for all S, but no finite set of elements generates V (Span, finite generation and generation degree of an FI-module).

Facts & Assumptions

Given: A field k and, for every finite set S, the one-dimensional k-vector space VS:=k eS with distinguished nonzero vector eS; for an injection f ⁣:S→S′ let V(f) ⁣:VS→VS′ send eS↦eS′ when f is a bijection and eS↦0 otherwise.

[F1]

An FI-module over k is a covariant functor from the category of finite sets and injections to k-modules, so V(idS)=idVS and V(g∘f)=V(g)∘V(f) for composable injections (The category FI and FI-modules over a commutative ring).

[F2]

For a set Σ of supported elements (S,s), span⁡V(Σ)T is the k-span of the elements f∗(s) with (S,s)∈Σ and f ⁣:S→T an injection; V is finitely generated when span⁡V(Σ)=V for some finite Σ (Span, finite generation and generation degree of an FI-module).

[F3]

A composite of bijections is a bijection; if g∘f and f are bijections then g is a bijection; and if f is not a bijection then g∘f is not a bijection (Injection, surjection, bijection).

[F4]

For every n≥0 the set [n]={0,1,…,n−1} has exactly n elements (The finite symmetric group Sn, one-line notation, and cycle notation).

Counterexample

technique · direct
1.1F1F3givenalgebra

V is a functor: V(idS) sends eS to eS because idS is a bijection; and for composable injections f ⁣:S→T, g ⁣:T→U the two sides of V(g∘f)=V(g)V(f) agree on eS in each case — if f and g are bijections both sides send eS↦eU; if g fails to be a bijection then g∘f fails to be a bijection, so both sides are 0; and if f fails to be a bijection then g∘f fails to be a bijection and both sides are 0. Hence V is an FI-module and dim⁡kVS=1 for every finite set S.

1.2F3given

Suppose Σ={(S1,s1),…,(Sr,sr)} is a finite set of supported elements that generates V, with si∈VSi, and put M:=max⁡i∣Si∣ (if r=0, then span⁡V(∅)=0≠V, so r≥1). For every finite set T with ∣T∣>M, every injection f ⁣:Si→T satisfies ∣Si∣≤M<∣T∣, so f is not a bijection and f∗(si)=V(f)(si)=0.

2.1F2F4step 1.2

By the explicit description of the span, step 1.2 shows span⁡V(Σ)T=0 for every finite set T with ∣T∣>M. Taking T=[M+1], which has M+1>M elements, gives span⁡V(Σ)T=0 while VT=k eT≠0; hence span⁡V(Σ)≠V and no finite set of elements generates V.

3.1F2step 1.1step 2.1∎

Thus V has dim⁡kVS=1 for every finite set S by step 1.1, yet is not finitely generated by step 2.1: pointwise finite-dimensionality does not imply finite generation, and the refuted claim fails.

Sources