3.4 Shifted Dunkl elements d i and D i
4.1.2 Parabolic 3-term relations algebras and partial flag varieties
In fact one can construct an analogue of the algebra 3HTnand a commutative subalgebra inside it, for any graph Γ = (V, E) on n vertices, possibly with loops and multiple edges [72]. We denote this algebra by 3Tn(Γ), and denote by 3Tn(0)(Γ) itsnil-quotient, which may be considered as a “classical limit of the algebra 3Tn(Γ)”.
The case of the complete graph Γ =Knreproduces the results of the present paper and those of [72], i.e., the case of the full flag variety Fln. The case of the complete multipartite graph Γ = Kn1,...,nr reproduces the analogue of results stated in the present paper for the full flag varietyFln, to the case of the partial flagvariety Fn1,...,nr, see [72] for details.
Weexpect that in the case of the complete graph with all edges having the same multiplic-ity m, denoted by either Γ =Kn(m), ormKn in the present paper, the commutative subalgebra generated by the Dunkl elements in the algebra 3Tn(0)(Γ) is related to the algebra of coinvariants of the diagonal action of the symmetric group Snon the ring of polynomialsQ
Xn(1), . . . , Xn(m)
, where we set Xn(i) =
x(i)1 , . . . , x(i)n .
Example 4.9. Take Γ = K2,2. The algebra 3T(0)(Γ) is generated by four elements {a =u13, b=u14, c=u23, d=u24} subject to the following set of (defining) relations
• a2=b2=c2=d2 = 0,cb=bc,ad=da,
• aba+bab= 0 =aca+cac,bdb+dbd= 0 =cdc+dcd, abd−bdc−cab+dca= 0 =acd−bac−cdb+dba,
• abca+adbc+badb+bcad+cadc+dbcd= 0.
It is not difficult to see that31 Hilb 3T(0)(K2,2), t
= [3]2t[4]2t, Hilb 3T(0)(K2,2)ab, t
= (1,4,6,3).
Here for any algebra A we denote byAab its abelianization32.
The commutative subalgebra in 3T(0)(K2,2), which corresponds to the intersection 3T(0)(K2,2)
∩Z[θ1, θ2, θ3, θ4], is generated by the elementsc1 :=θ1+θ2 = (a+b+c+d) andc2 :=θ1θ2 = (ac+ca+bd+db+ad+bc). The elementsc1andc2commute and satisfy the following relations
c31−2c1c2= 0, c22−c21c2 = 0.
The ring of polynomials Z[c1, c2] is isomorphic to the cohomology ring H∗(Gr(2,4),Z) of the Grassmannian variety Gr(2,4).
To continue exposition, let us take m ≤ n, and consider the complete multipartite graph Kn,m which corresponds to the Grassmannian variety Gr(n, m+n). One can show
Hilb 3Tn+m(0) (Kn,m)ab, t
=
n−1
X
k=0
(−1)k(1 + (n−k)t)m−1
n−k
Y
j=1
(1 +jt) n
n−k
=tn+m−1Tutte Kn,m,1 +t−1,0 , where n
k := S(n, k) denotes the Stirling numbers of the second kind, that is the number of ways to partition a set of n labeled objects into k nonempty unlabeled subsets, and for any graph Γ, Tutte(Γ, x, y) denotes theTutte polynomial33 corresponding to graph Γ.
It is well-known that the Stirling numbersS(n, k) satisfy the following identities
n−1
X
k=0
(−1)k S(n, n−k)
n−k
Y
j=1
(1 +jt) = (1 +t)n, X
n≥k
n k
xn
n! = (ex−1)k k! . Let us observe that
dim 3T(0)(Kn,n)ab
=
n−1
X
k=0
(−1)k(n+ 1−k)n−1(n+ 1−k)!
n n−k
=
n+1
X
k=1
((k−1)!)2
n+ 1 k
2
, see, e.g., [131,A048163].
Moreover, ifm≥0, then X
n≥1
dim 3T(0)(Kn,n+m)ab
tn=X
k≥1
kk+m−1(k−1)!tk
k−1
Q
j=1
(1 +kjt) ,
X
n≥1
Hilb 3T(0)(Kn,m)ab, t
zn−1 =X
k≥0
(1 +kt)m−1
k
Y
j=1
z(1 +jt) 1 +jz .
31Hereinafter we shell use notation (a0, a1, . . . , ak)t:=a0+a1t+· · ·+aktk.
32Seehttp://groupprops.subwiki.org/wiki/Abelianization.
33See, e.g.,https://en.wikipedia.org/wiki/Tutte_polynomial. It is well-known that Tutte(Γ,1 +t,0) = (−1)|Γ|t−κ(Γ)Chrom(Γ,−t),
where for any graph Γ, |Γ| is equal to the number of vertices and κ(Γ) is equal to the number of connected components of Γ. Finally Chrom(Γ, t) denotes thechromatic polynomialcorresponding to graph Γ, see, e.g., [140], orhttps://en.wikipedia.org/wiki/Chromatic_polynomial.
Comments 4.10(poly-Bernoulli numbers). Based on listed above identities involving the Stir-ling numbers S(n, k), one can prove the followingcombinatorial formula
dim 3T(0)(Kn,m)ab
=
min(n,m)
X
j=0
(j!)2
n+ 1 j+ 1
m+ 1 j+ 1
=Bn(−m)=Bm(−n), (4.1)
where Bn(k) denotes thepoly-Bernoulli numberintroduced by M. Kaneko [64].
On the other hand, it is well-known, see, e.g., footnote 33, that for any graph Γ the spe-cialization Tutte(Γ; 2,0) of the Tutte polynomial associated with graph Γ, counts the number of acyclic orientations of Γ. Therefore, the poly-Bernulli number Bn(−m) counts the number of acyclic orientatations of the complete bipartite graphKn,m.
For example, dim 3T(0)(K3,3)ab
= 230 = 1 + 72+ (2!)262+ (3!)2, cf. Example4.16(3).
For the reader’s convenient, we recall below a definition ofpoly-Bernoulli numbers. To start with, let kbe an integer, consider the formal power series
Lik(z) :=
∞
X
n=1
zn nk.
Ifk≥1, Lik(z) is thek-thpolylogarithm, and ifk≤0, then Lik(z) is a rational function. Clearly Li1(z) =−ln(1−z). Now definepoly-Bernoulli numbers through the generating function
Lik(1−e−z) 1−e−z =
∞
X
n=0
B(k)n zn n!.
Note that a combinatorial formula for the numbersBn(−k) stated in (4.1) is a consequence of the following identity [64]
∞
X
n=0
∞
X
k=0
B(−k)n xn n!
zk
k! = ex+z
1−(1−ex)(1−ez).
Note that the poly-Bernoulli numbersBn(−m)(=Bm(−n)) have the following combinatorial inter-pretation34, namely, the numberBn(−m), and therefore the dimension of the algebra 3T(0)(Kn,m) is equal to
B(−m)n =T(n−1, m) +T(n, m−1), where [26]
T(n, m) :=
min(n,m)
X
j=0
j!(j+ 1)!
n+ 1 j+ 1
m+ 1 j+ 1
is equal to the number of permutationsw∈Sn+m having the excedance set{1,2, . . . , m}.
Exercise 4.11. Show that polynomial Hilb(3T(0)(Kn,m), t) has degreen+m−1, and Coefftn+m−1 Hilb 3T(0)(Kn,m), t
=T(n−1, m−1).
Problem 4.12. To find a bijective proof of the identity (4.1).
34See for example, [131, A136126], [131, A099594] or [26, Theorem 3.1], and the literature quoted therein.
Recall, that theexcedance setof a permutationπ∈Snis the set of indicesi, 1≤i≤n, such thatπ(i)> i.
Final remark, the explicit expression for the chromatic polynomial of the complete tripartite graph Kn,n,n can be found in [131,A212220].
Now letθi(n+m)= P
j6=i
uij, 1≤i≤n+m, be the Dunkl elements in the algebra 3T(0)(Kn+m), define the following elements the in the algebra 3T(0)(Kn,m)
ck:=ek θ(n+m)1 , . . . , θ(n+m)n
, 1≤k≤n, cr :=er θn+1(n+m), . . . , θ(n+m)n+m
, 1≤r ≤m.
Clearly, 1 +
n
X
k=1
cktk
! 1 +
m
X
r=1
crtr
!
=
n+m
Y
j=1
1 +θ(n+m)j
= 1.
Moreover, there exist the natural isomorphisms of algebras H∗(Gr(n, n+m),Z)∼=Z[c1, . . . , cn]
* 1 +
n
X
k=1
cktk
! 1 +
m
X
r=1
crtr
!
−1 +
, QH∗(Gr(n, n+m))∼=Z[q][c1, . . . , cn]
* 1 +
n
X
k=1
cktk
! 1 +
m
X
r=1
crtr
!
−1−qtn+m +
. Let us recall, see Section 2, footnote 26, that for a commutative ring R and a polynomial p(t) =
s
P
j=1
gjtj ∈R[t], we denote by hp(t)i the ideal in the ringR generated by the coefficients g1, . . . , gs.
These examples are illustrative of the similar results valid for thegeneral complete multipartite graphs Kn1,...,nr, i.e., for the partial flag varieties [72].
To state our results forpartial flag varietieswe need a bit of notation. LetN :=n1+· · ·+nr, nj >0,∀j, be a composition of sizeN. We setNj :=n1+· · ·+nj,j= 1, . . . , r, andN0 = 0. Now, consider the commutative subalgebra in the algebra 3TN(0)(KN) generated by the set of Dunkl elements
θ1(N), . . . , θ(N)N , and define elements c(j,N)k
j ∈ 3TN(0)(Kn1,...,nr) to be the degree kj
elementary symmetric polynomials of the Dunkl elements θN(N)j−1+1, . . . , θN(N)
j , namely, c(j)k :=c(j,N)k
j =ek θN(N)
j−1+1, . . . , θN(N)
j
, 1≤kj ≤nj, j = 1, . . . , r, c(j)0 = 1, ∀j.
Clearly
r
Y
j=1 nj
X
a=0
c(j)a ta
!
=
N
Y
j=1
1 +θj(N)tj
= 1.
Theorem 4.13. The commutative subalgebra generated by the elements {c(j)k
j,1≤kj ≤nj,1≤ j≤r−1}, in the algebra3TN(0)(Kn1,...,nr) is isomorphic to the cohomology ringH∗(Fln1,...,nr,Z) of the partial flag variety Fln1,...,nr.
In other words, we treat the Dunkl elements θN(N)
j−1+a,1 ≤ a ≤ nj , j = 1, . . . , r, as the Chern roots of the vector bundles {ξj := Fj/Fj−1}, j = 1, . . . , r, over the partial flag variety Fln1,...,nr.
Recall that a pointF of the partial flag variety Fln1,...,nr,n1+· · ·+nr =N, is a sequence of embedded subspaces
F =
0 =F0 ⊂F1 ⊂F2⊂ · · · ⊂Fr =CN such that
dim(Fi/Fi−1) =ni, i= 1, . . . , r.
By definition, the fiber of the vector bundleξi over a point F ∈ Fln1,...,nr is theni-dimensional vector space Fi/Fi−1.
To conclude, let us describe the set of (defining) relations among the elements
c(j)a , 1 ≤ a≤nj, 1≤j ≤r−1. To proceed, let us introduce the set of variables
x(j)a |1 ≤a≤nj,1≤ j ≤ r−1 , and define polynomials b0 = 1, bk := bk
x(j)a , k ≥ 1 by the use of generating function
1
r−1
Q
j=1 nj
Q
a=1
1 +x(j)a
ta
=X
k≥0
bktk.
Now let us introduce matrix Mm
x(j)a := (mij), where
mij :=
bi+j−1 if j > i,
1 if j=i−1, i≥2, 0 ifj < i−1.
Claim 4.14. detMm
c(i)a = 0, Nr−1 < m≤N. Moreover, H∗(Fln1,...,nr,Z)∼=Z[{xja}]/hMNr−1+1, . . . , MNi.
A meaning of the algebra 3Tn(0)(Γ) and the corresponding commutative subalgebra inside it for a general graph Γ is still unclear.
Conjecture 4.15. 35
(1) Let Γ = (V, E) be a connected subgraph of the complete graph Kn on nvertices. Then Hilb 3Tn(0)(Γ)ab, t
=t|V|−1Tutte Γ; 1 +t−1,0 .
(2) Let Γ = (V, E,{mij,(ij) ∈E}) be a connected subgraph of the complete graph Kn(m) with multiple edges such that an edge (ij) ∈Kn has the multiplicity mij. Let 3Tn(0)(Γ,m) de-notes the subalgebra in the algebra3Tn(0)(m) generated by elements{u(αij(ij)),(ij)∈E,1≤ α(ij)≤mij}, see Section2.2. LetA(Γ,{mij}) denotes the graphic arrangement correspon-ding to the graph (Γ,{mij}), that is the set of hyperplanes {H(ij),a = (xi−xj = a),0 ≤ a≤mij −1,(ij)∈E}. Then
3Tn(0)(Γ,m)ab = OS+(A(Γ,{mij})),
where for any arrangements of hyperplanes A, OS+(A) denotes the even Orlik–Solomon algebra of the arrangement A [113]. In the case when mij = 1, ∀1 ≤ i < j ≤ n, 3Tn(0)(Γ)anti= OS(A(Γ)).
35Part (1) of this conjecture has been proved in [89]. In [89] the author has used notation OT(Γ) for the Orlik–
Terao algebra associated with (simple) graph Γ. In our paper we prefer to denote the corresponding Orlik–Terao algebra by OS+(Γ).
Examples 4.16.
(1) LetG=K2,2 be complete bipartite graph of type (2,2). Then Hilb 3T40(2,2)ab, t
= (1,4,6,3) =t2(1 +t) +t(1 +t)2+ (1 +t)3, and the Tutte polynomial for the graphK2,2 is equal tox+x2+x3+y.
(2) LetG=K3,2 be complete bipartite graph of type (3,2). Then Hilb 3T50(3,2)ab, t
= (1,6,15,17,7)
=t3(1 +t) + 3t2 (1 +t)2+ 2t(1 +t)3+ (1 +t)4, and the Tutte polynomial for the graphK3,2 is equal to
x+ 3x2+ 2x3+x4+y+ 3xy+y2.
(3) LetG=K3,3 be complete bipartite graph of type (3,3). Then Hilb 3T60(3,3)ab, t
= (1,9,36,75,78,31) = (1 +t)5+ 4t(1 +t)4 + 10t2(1 +t)3+ 11t3(1 +t)2+ 5t4(1 +t), and the Tutte polynomial of the bipartite graphK3,3 is equal to
5x+ 11x2+ 10x3+ 4x4+x5+ 15xy+ 9x2y+ 6xy2+ 5y+ 9y2+ 5y3+y4. (4) Consider complete multipartite graphK2,2,2. One can show that
Hilb 3T6(0)(K2,2,2)ab, t
= (1,12,58,137,154,64) = 11t4(1 +t) + 25t3(1 +t)2 + 20t2(1 +t)3+ 7t(1 +t)4+ (1 +t)5,
and
Tutte(K2,2,2, x, y) =x(11,25,20,7,1)x+y(11,46,39,8)x+y2(32,52,12)x +y3(40,24)x+y4(29,6)x+ 15y5+ 5y6+y7.
The above examples show that the Hilbert polynomial Hilb(3Tn0(G)ab, t) appears to be a cer-tain specialization of the Tutte polynomial of the corresponding graph G.
Instead of using the Hilbert polynomial of the algebra 3Tn0(G)ab one can consider the graded Betti numbers (over a field k) polynomial Bettik(3Tn0(G)ab, x, y). For example,
BettiQ 3T30(K3)ab, x, y
= 1 +xy(4,2)x+x2y2(3,2)x, BettiQ 3T40(K2,2)ab, x, y
= 1 + 4xy+xy2(1,9,3)x+x2y3(1,6,3)x, BettiQ 3T50(K3,2)ab, x, y
= 1 + 6xy+xy2(3,25,9) +x2y3(6,45,34,7) +x3y4(3,25,25,7), BettiQ 3T40(K4)ab, x, y
= 1 +xy(10,10) +x2y2(25,46,26,6) +x3y3(15,36,25,6), BettiZ/2Z 3T40(K4)ab, x, y
= 1 +xy(10,10,1)x+x2y2(25,46,26,6) +x3y3(16,36,25,6), BettiQ 3T50(K5)ab, x, y
= 1 +xy(20,30) +x2y2(109,342,315,72) +x3y3(195,852,1470, 1232,639,190,24) +x4y4(105,540,1155,1160,639,190,24), BettiQ 3T50(K5)ab,1,1
= 9304, BettiZ/3Z 3T50(K5)ab, x, y
= 1 +xy(20,30) +x2y2(109,342,315,72,1)
+x3y3(195,852,1471,1232,640,190,24) +x4y4(105,540,1156,1160,639,190,24), BettiZ/3Z 3T50(K5)ab,1,1
= 9308, BettiZ/2Z 3T50(K5)ab, x, y
= 1 +xy(20,30,5) +x2y2(114,342,340,131,10) +x3y3(220,911,1500,1291,649,190,24) +x4y4(125,599,1165,1160,639,190,24), BettiZ/2Z 3T50(K5)ab,1,1
= 9680, BettiZ/2Z 3T60(K3,3)ab, x, y
= 1 + 9xy+xy2(9,69,27) +x2y3(40,285,257,52) +x3y4(59,526,866,563,201,31)
+x4y5(28,311,636,520,201,31), BettiZ/2Z 3T60(K3,3)ab,1,1
= 4740, BettiQ 3T60(K3,3)ab, x, y
= 1 + 9xy+xy2(9,69,27) +x2y3(40,285,257,43) +x3y4(59,526,866,563,201,31)
+x4y5(28,302,636,520,201,31), BettiQ 3T60(K3,3)ab,1,1
= 4704.
Let us observe that in all examples displayed above, the Betti polynomials are divisible by 1+xy.
It should be emphasize that in the literatute one can find definitions of big variety of (graded) Betti’s numbers associated with a given simple graph Γ, depending on choosing an algebra/ideal has been attached to graph Γ. For example, to define Betti’s numbers, one can start withedge graph ideal/algebraassociated with a graph in question, theStanley–Reisnerideal/ring and so on and so far. We refer the reader to carefully written book by E. Miller and B. Sturmfels [105] for definitions and results concerning combinatorial commutative algebra graded Betti’s numbers.
As far as I’m aware, the graded Betti numbers we are looking for in the present paper, are different from those treated in [105], and more close to those studied in [11].
It is not difficult to see (A.K.) that for a simple connected graph Γ the coefficient just before the (unique!) monomial of the maximal degree in Bettik 3T0(Γ)ab, x, y
is equal to Tutte(Γ; 1,0).
It is known [10] that the number Tutte(Γ; 1,0) counts that of acyclic orientations of the edges of Γ with a unique source at a vertex v ∈ Γ, or equivalently [10], the number of maximum Γ-parking functions relative to vertex v.
Claim 4.17. Let G= (V, E) be a connected graph without loops. Then over any field k Bettik 3Tn0(G)ab,−x, x
= (1−x)eHilb 3Tn0(G)ab, x ,
where n=|V(G)|=number of vertices, e=|E(G)|=number of edges.
Question 4.18.
• Let Gbe a connected subgraph of the complete graphKn. Does the graded Betti polynomial BettiQ(3Tn0(G)ab, x, y) is a certain specialization of the Tutte polynomial T(G, x, y)? If not, give example of two (simple) graphs such that their Orlik–Terao algebras have the same Tutte polynomial, but different Betti polynomials over Q, and vice versa.
• It is clear that for any graph Γ (or matroid) one has Tutte(Γ, x, y) = a(Γ)(x+y) + (higher degree terms) for some integer a(Γ) ∈ N. Does the number a(Γ) have a simple combinatorial interpretation?
Proposition 4.19. Let n= (n1, . . . , nr) be a composition of n∈Z≥1, then
Hilb 3T(0)(Kn1,...,nr)ab, t
= X
k=(k1,...,kr) 0<kj≤nj
(−t)|n|−|k|
r
Y
j=1
nj
kj |k|−1
Y
j=1
(1 +jt),
where we set |k|:=k1+· · ·+kr.
Remark 4.20. This proposition is a consequence of Conjecture4.15(1), which has been proved in [89].
Corollary 4.21. One has (a) 1 +t(t−1) X
(n1,...,nr)∈Zr≥0\0r
Hilb 3T(0)(Kn1,...,nr
ab
, t)xn11
n1!· · ·xnrr nr!
=
1 +t
r
X
j=1
(e−xj −1)
1−t
,
(b) X
(n1,n2,...,nr)∈Z≥0\0r
dim 3T(0)(Kn1,...,nr)abxn1
n1!· · ·xnr
nr! =−log
1−r+
r
X
j=1
e−xj
, (c) Hilb 3T(0)(Kn1,...,nr)ab, t
= (−t)|n|Chrom Kn1,...,nr,−t−1 , (d) dim 3T(0)(Γ)ab
is equal to the number of acyclic orientations of Γ, where Γ stands for a simple graph.
Recall that for any graph Γ we denote by Chrom(Γ, x) the chromatic polynomial of that graph.
Indeed, one can show36
Proposition 4.22. If r ∈Z≥1, then Chrom(Kn1,...,nr, t) = X
k=(k1,...,kr) r
Y
j=1
nj
kj
(t)|k|,
where by definition (t)m:=
m−1
Q
j=1
(t−j), (t)0 = 1, (t)m= 0 if m <0.
Finally we describe explicitly the exponential generating function for theTutte polynomials of the weighted complete multipartite graphs. We refer the reader to [98] for a definition and a list of basic properties of the Tutte polynomial of a graph.
36Ifr= 1, the complete unipartite graphK(n) consists ofndistinct points, and
Chrom(K(n), x) =xn=
n−1
X
k=0
(n k )
(x)k.
Let us stress that to abuse of notation the complete unipartite graphK(n) consists ofndisjoint points with the Tutte polynomial equals to 1 for alln≥1, whereas the complete graphKnis equal to the complete multipartite graphK(1n).
Definition 4.23. Let r ≥ 2 be a positive integer and {S1, . . . , Sr} be a collection of sets of cardinalities #|Sj| = nj, j = 1, . . . , r. Let ` := {`ij}1≤i<j≤n be a collection of non-negative integers.
The`-weighted complete multipartite graphKn(`)1,...,nr is a graph with the set of vertices equals to the disjoint union
`r j=1
Si of the sets S1, . . . , Sr, and the set of edges {(αi, βj), αi ∈ Si, βj ∈ Sj}1≤i<j≤r of multiplicity `ij each edge (αi, βj).
Theorem 4.24. Let us fix an integer r ≥ 2 and a collection of non-negative integers ` :=
{`ij}1≤i<j≤r. Then
1 + X
n=(n1,...,nr)∈Zr
≥0 n6=0
(x−1)κ(`,n)Tutte Kn(`)1,...,nr, x, ytn11 n1!· · ·tnrr
nr!
=
X
m=(m1,...,mr)∈Zr≥0
y
P
1≤i<j≤r
`ijmimj
(y−1)−|m|tm11
m1!· · ·tmrr mr!
(x−1)(y−1)
,
where κ(`,n) denotes the number of connected components of the graph Kn(`)1,...,nr. Comments 4.25.
(a) Clearly the condition `ij = 0 means that there are no edges between vertices from the sets Si and Sj. Therefore Theorem 4.24 allows to compute the Tutte polynomial of any (finite) graph. For example,
Tutte K2,2,2,2(16) , x, y
=
(0,362,927,911,451,121,17,1)x,
(362,2154,2928,1584,374,32)x,(1589,4731,3744,1072,96)x, (3376,6096,2928,448,16)x,(4828,5736,1764,152)x,
(5404,4464,900,32)x,(5140,3040,380)x,(4340,1840,124)x, (3325,984,24)x,(2331,448)x,(1492,168)x,(868,48)x,(454,8)x, 210,84,28,7,1 y.
(b) One can show that a formula for the chromatic polynomials from Proposition 4.19 cor-responds to the specialization y = 0 (but not direct substitution!) of the formula for generating function for the Tutte polynomials stated in Theorem 4.24.
(c) The Tutte polynomial Tutte Kn(`)1,...,nr, x, y
does not symmetric with respect to parameters {`ij}1≤i<j≤r. For example, let us write `= (`12, `23, `13, `14, `24, `34), then
Tutte K(6,3,4,5,2,4) 2,2,2,2 ,1,1
= 28·3·5·113·241 = 1231760640.
On the other hand, Tutte K(6,4,3,5,2,4)
2,2,2,2 ,1,1
= 213·3·7·112·61 = 1269768192.