Modules with Demazure Flags and Character Formulae

In this paper we study a family of finite-dimensional graded representations of the current algebra of sl₂ which are indexed by partitions. We show that these representations admit a flag where the successive quotients are Demazure modules which occur in a level ℓ-integrable module for A₁¹ as long a...

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Автори: Chari, V., Schneider, L., Shereen, P., Wand, J.
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Опубліковано: Інститут математики НАН України 2014
Назва видання:Symmetry, Integrability and Geometry: Methods and Applications
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Цитувати:Modules with Demazure Flags and Character Formulae / V. Chari, L. Schneider, P. Shereen, J. Wand // Symmetry, Integrability and Geometry: Methods and Applications. — 2014. — Т. 10. — Бібліогр.: 16 назв. — англ.

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spelling irk-123456789-1468202019-02-12T01:23:04Z Modules with Demazure Flags and Character Formulae Chari, V. Schneider, L. Shereen, P. Wand, J. In this paper we study a family of finite-dimensional graded representations of the current algebra of sl₂ which are indexed by partitions. We show that these representations admit a flag where the successive quotients are Demazure modules which occur in a level ℓ-integrable module for A₁¹ as long as ℓ is large. We associate to each partition and to each ℓ an edge-labeled directed graph which allows us to describe in a combinatorial way the graded multiplicity of a given level ℓ-Demazure module in the filtration. In the special case of the partition 1s and ℓ=2, we give a closed formula for the graded multiplicity of level two Demazure modules in a level one Demazure module. As an application, we use our result along with the results of Naoi and Lenart et al., to give the character of a g-stable level one Demazure module associated to B¹n as an explicit combination of suitably specialized Macdonald polynomials. In the case of sl₂, we also study the filtration of the level two Demazure module by level three Demazure modules and compute the numerical filtration multiplicities and show that the graded multiplicites are related to (variants of) partial theta series. 2014 Article Modules with Demazure Flags and Character Formulae / V. Chari, L. Schneider, P. Shereen, J. Wand // Symmetry, Integrability and Geometry: Methods and Applications. — 2014. — Т. 10. — Бібліогр.: 16 назв. — англ. 1815-0659 2010 Mathematics Subject Classification: 06B15 ; 05E10; 14H42 DOI:10.3842/SIGMA.2014.032 http://dspace.nbuv.gov.ua/handle/123456789/146820 en Symmetry, Integrability and Geometry: Methods and Applications Інститут математики НАН України
institution Digital Library of Periodicals of National Academy of Sciences of Ukraine
collection DSpace DC
language English
description In this paper we study a family of finite-dimensional graded representations of the current algebra of sl₂ which are indexed by partitions. We show that these representations admit a flag where the successive quotients are Demazure modules which occur in a level ℓ-integrable module for A₁¹ as long as ℓ is large. We associate to each partition and to each ℓ an edge-labeled directed graph which allows us to describe in a combinatorial way the graded multiplicity of a given level ℓ-Demazure module in the filtration. In the special case of the partition 1s and ℓ=2, we give a closed formula for the graded multiplicity of level two Demazure modules in a level one Demazure module. As an application, we use our result along with the results of Naoi and Lenart et al., to give the character of a g-stable level one Demazure module associated to B¹n as an explicit combination of suitably specialized Macdonald polynomials. In the case of sl₂, we also study the filtration of the level two Demazure module by level three Demazure modules and compute the numerical filtration multiplicities and show that the graded multiplicites are related to (variants of) partial theta series.
format Article
author Chari, V.
Schneider, L.
Shereen, P.
Wand, J.
spellingShingle Chari, V.
Schneider, L.
Shereen, P.
Wand, J.
Modules with Demazure Flags and Character Formulae
Symmetry, Integrability and Geometry: Methods and Applications
author_facet Chari, V.
Schneider, L.
Shereen, P.
Wand, J.
author_sort Chari, V.
title Modules with Demazure Flags and Character Formulae
title_short Modules with Demazure Flags and Character Formulae
title_full Modules with Demazure Flags and Character Formulae
title_fullStr Modules with Demazure Flags and Character Formulae
title_full_unstemmed Modules with Demazure Flags and Character Formulae
title_sort modules with demazure flags and character formulae
publisher Інститут математики НАН України
publishDate 2014
url http://dspace.nbuv.gov.ua/handle/123456789/146820
citation_txt Modules with Demazure Flags and Character Formulae / V. Chari, L. Schneider, P. Shereen, J. Wand // Symmetry, Integrability and Geometry: Methods and Applications. — 2014. — Т. 10. — Бібліогр.: 16 назв. — англ.
series Symmetry, Integrability and Geometry: Methods and Applications
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first_indexed 2025-07-11T00:41:15Z
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fulltext Symmetry, Integrability and Geometry: Methods and Applications SIGMA 10 (2014), 032, 16 pages Modules with Demazure Flags and Character Formulae? Vyjayanthi CHARI, Lisa SCHNEIDER, Peri SHEREEN and Jeffrey WAND Department of Mathematics, University of California, Riverside, CA 92521, USA E-mail: chari@math.ucr.edu, lschn005@ucr.edu, psher001@ucr.edu, wand@math.ucr.edu Received October 22, 2013, in final form March 17, 2014; Published online March 27, 2014 http://dx.doi.org/10.3842/SIGMA.2014.032 Abstract. In this paper we study a family of finite-dimensional graded representations of the current algebra of sl2 which are indexed by partitions. We show that these represen- tations admit a flag where the successive quotients are Demazure modules which occur in a level `-integrable module for A1 1 as long as ` is large. We associate to each partition and to each ` an edge-labeled directed graph which allows us to describe in a combinatorial way the graded multiplicity of a given level `-Demazure module in the filtration. In the special case of the partition 1s and ` = 2, we give a closed formula for the graded multiplicity of level two Demazure modules in a level one Demazure module. As an application, we use our result along with the results of Naoi and Lenart et al., to give the character of a g- stable level one Demazure module associated to B1 n as an explicit combination of suitably specialized Macdonald polynomials. In the case of sl2, we also study the filtration of the level two Demazure module by level three Demazure modules and compute the numerical filtration multiplicities and show that the graded multiplicites are related to (variants of) partial theta series. Key words: Demazure flags; Demazure modules; theta series 2010 Mathematics Subject Classification: 06B15 ; 05E10; 14H42 1 Introduction The current algebra associated to a simple Lie algebra g is just the Lie algebra of polynomial maps C → g or equivalently, the special maximal parabolic subalgebra of the untwisted affine Lie algebra ĝ associated to g. Given any integrable highest weight representation of the affine Lie algebra, one can define a certain family of modules for the appropriate Borel subalgebra in ĝ. If the center of the affine algebra acts by the positive integer `, these modules are referred to as the Demazure module of level `. In certain special cases, the Demazure modules are actually modules for the parabolic subalgebra, i.e., for the current algebra and from now on, we shall only be concerned with such Demazure modules. The notion of a local Weyl module for the current algebra was introduced and first studied in [6] and the definition was motivated by the representation theory of quantum affine algebras. It was proved later (see [5, 7, 10]) that in the simply-laced case a local Weyl module is isomorphic to a Demazure module. In the non-simply laced case, it was proved in [15] that a local Weyl module has a filtration by Demazure modules. One of the important ingredients in [15] is the following: a level `-Demazure module for A1 n has a filtration by level m Demazure modules for all m ≥ `. The proof of this statement requires taking the q = 1 limit of a result due to A. Joseph [12] in the quantum case using the theory of canonical bases. However, Joseph’s result was only proved for simply-laced Kac–Moody Lie algebras and hence did not include A1 1. It is remarked in [15, Remark 4.15] that an inspection of Joseph’s proof along with a positivity ?This paper is a contribution to the Special Issue in honor of Anatol Kirillov and Tetsuji Miwa. The full collection is available at http://www.emis.de/journals/SIGMA/InfiniteAnalysis2013.html mailto:chari@math.ucr.edu mailto:lschn005@ucr.edu mailto:psher001@ucr.edu mailto:wand@math.ucr.edu http://dx.doi.org/10.3842/SIGMA.2014.032 http://www.emis.de/journals/SIGMA/InfiniteAnalysis2013.html 2 V. Chari, L. Schneider, P. Shereen and J. Wand result proved in [14] showed that Joseph’s proof worked worked for A1 1 as well. Our paper was motivated by an attempt to see if it was possible to give a direct proof of this result for A1 1. This is achieved as a particular case of Theorem 3.3. Our methods also allow us to determine the multiplicity of the level two Demazure module in the local Weyl module. Using [15, Sections 4.19 and 9] this means that we give the filtration multiplicities (see Proposition 3.5) for a Demazure module occurring in the filtration of a local Weyl module for Bn. In Subsection 3.10, we study the case of the Demazure module of level two and show that the multiplicities of the level three Demazure flag are related to partial theta series. The paper is organized as follows. In Section 2, we recall the definitions and collect the necessary results from [5, 10, 15] on the relationship between the g-stable level one Demazure modules and local Weyl modules. In the next section we restrict our attention to sl2 and recall the definition from [7] of the modules V (ξ). We prove that these modules admit a Demazure flag of level ` for all ` sufficiently large. In the case when ` = 2 we give a closed formula for the multiplicities. We then use results in [15] to give a character formula for the local Weyl module in terms of the Demazure module when g is of type Bn. Together with the results of [13] we can give the character of the Demazure module for B1 n as a combination of Macdonald polynomials. In the last section, we define a directed, edge labeled, graph H`(ξ) and show that the multiplicity of a level ` Demazure module in V (ξ) is given by natural polynomials associated to specific paths of this graph. 2 Local Weyl modules and Demazure modules of level ` We summarize the main definitions and results needed for our paper. We refer the reader to [3] for further information on the local Weyl modules, to [5, 10, 15] for the definition of Demazure modules and their connection with local Weyl modules. 2.1. Throughout this paper C denotes the field of complex numbers and Z, Z+, N denote the integers, non-negative integers and positive integers respectively. Given a complex Lie algebra a denote by U(a) the corresponding universal enveloping algebra. The associated current Lie algebra is denoted a[t]: as a vector space it is just a ⊗C[t] and the Lie bracket is given in the natural way (i.e., [a ⊗ f, b ⊗ g] = [a, b] ⊗ fg, for all a, b ∈ a and f, g ∈ C[t]). (Here C[t] is the polynomial algebra in an indeterminate t). The degree grading on C[t] defines a natural Z+-grading on a[t] and hence also on U(a[t]): an element of the form (a1⊗ tr1) · · · (as⊗ trs) has grade r1 + · · ·+ rs. A graded representation of a[t] is a Z-graded vector space which admits a compatible Lie algebra action of a[t], i.e., V = ⊕ r∈Z V [r], (a⊗ ts)V [r] ⊂ V [r + s], r ∈ Z, s ∈ Z+. If V and V ′ are graded a[t]-modules, we say that π : V → V ′ is a morphism of graded a[t]- modules if π is a degree zero morphism of a[t]-modules. In particular, this means that V [r] is a a-submodule of V . For r ∈ Z, let τr be the grading shift operator: if V is a graded a[t]- module, then τrV is the graded a[t]-module with the graded pieces shifted uniformly by r and the action of a[t] unchanged. If M is an a-module define a a[t]-module structure on M by: (a⊗ tr)m = δr,0am where a ∈ a and r ∈ Z+ and δr,0 is the Kronecker delta symbol. We denote this module as ev0M and observe that ev0M is a graded a[t]-module with (ev0M) [0] = M . 2.2. From now on, g is an arbitrary simple finite-dimensional complex Lie algebra of rank n, h is a fixed Cartan subalgebra of g and R is the set of roots of g with respect to h. The restriction of the Killing form of g to h induces an isomorphism between h and h∗ and hence also a symmetric non-degenerate form ( , ) on h∗. We shall assume that this form on h∗ is normalized so that the square length of a long root is two and for α ∈ R set dα = 2 (α,α) . Modules with Demazure Flags and Character Formulae 3 Let I = {1, . . . , n} and fix a set {αi : i ∈ I} of simple roots for R and let {ωi : i ∈ I} ⊂ h∗ be the set of fundamental weights. Let Q (resp. Q+) be the Z span (resp. the Z+ span) of {αi : i ∈ I} and similarly define P (resp. P+) to be the Z (resp. Z+) span of {ωi : i ∈ I} and set R+ = R ∩Q+. Define a partial order on P+ by λ ≥ µ if and only if λ− µ ∈ Q+. Finally, let {x±α , hi : α ∈ R+, i ∈ I} be a Chevalley basis for g and set x±i = x±αi for i ∈ I. 2.3. For µ ∈ P+, let V (µ) be the irreducible finite-dimensional g-module generated by an element vµ with defining relations x+i vµ = 0, hivµ = µ(hi)vµ, (x−i )µ(hi)+1vµ = 0, i ∈ I. It is well-known that any finite-dimensional g-module V is isomorphic to a direct sum of irre- ducible modules V (µ), µ ∈ P+. Further, we may write V = ⊕ ν∈P Vν , Vν = {v ∈ V : hv = ν(h)v, h ∈ h}, and we set wtV = {ν ∈ P : Vν 6= 0}. Let Z[P ] denote the group ring of P with integer coefficients and basis e(µ), µ ∈ P . The character of a finite-dimensional g-module V is the element of Z[P ] defined by chg(V ) = ∑ µ∈P dimVµe(µ). Since wtV (µ) ⊂ µ − Q+, it follows that the characters chg V (µ), µ ∈ P+ form a linearly independent subset of Z[P ]. Given a graded g[t]-module and an indeterminate q, we let chgr(V ) = ∑ r≥0 chg V [r]qr ∈ Z[P ][q]. 2.4. For λ ∈ P+, the local Weyl moduleWloc(λ) is the g[t]-module generated by an element wλ with defining relations, for i ∈ I and s ∈ Z+, (x+i ⊗C[t])wλ = 0, (hi ⊗ ts)wλ = λ(hi)δs,0wλ, (x−i ⊗ 1)λ(hi)+1wλ = 0. It is trivial to see that wtWloc(λ) ⊂ λ−Q+. The local Weyl module is clearly Z+-graded once we declare the grade of wλ to be zero, and Wloc(λ)[0] ∼=g V (λ), chgrWloc(λ) = chg V (λ) + ∑ (µ,r)∈P+×N µ<λ dim Homg(V (µ),Wloc(λ)[r])qr. Finally, ev0 V (λ) is the unique graded irreducible quotient of Wloc(λ) and any irreducible graded finite-dimensional module is isomorphic to τs ev0 V (λ) for some (λ, s) ∈ P+ × Z+. 2.5. The Demazure module of level ` and weight λ is denoted by D(`, λ) and for our purposes the definition is as follows: it is the graded quotient of Wloc(λ) by the submodule generated by the elements {(x−α ⊗ tp)r+1wλ : p ∈ Z+, r ≥ max{0, λ(hα)− dα`p}, for α ∈ R+}. (2.1) By abuse of notation, we continue to denote the image of wλ in D(`, λ) by wλ. Notice that for all α ∈ R+, p ≥ 1, (x−α ⊗ tp)wλ = 0 if ` is such that ` ≥ λ(hα). Again, we have D(`, λ)[0] ∼=g V (λ), (2.2) 4 V. Chari, L. Schneider, P. Shereen and J. Wand chgrD(`, λ) = chg V (λ) + ∑ (µ,r)∈P+×N µ<λ dim Homg(V (µ), D(`, λ)[r])qr. We refer the reader to [10] and [15] for a more traditional definition of a Demazure module: namely as a module (for a Borel subalgebra) which is generated by an extremal vector in a level `-highest weight module for an affine Kac–Moody algebra. We remark also for later use, that this approach allows one to prove that the bounds given in (2.1) are tight, i.e., r < max{0, λ(hα)− dα`p} =⇒ 0 6= (x−α ⊗ tp)r+1wλ ∈ D(`, λ). (2.3) 2.6. The following is now clear. Lemma 2.1. The elements of the set {chgrWloc(λ) : λ ∈ P+} (resp. {chgrD(`, λ) : λ ∈ P+}, for a fixed ` ∈ N) are a Z[q]-basis for the subspace of Z[P ][q] spanned by {chgV (λ) : λ ∈ P+}. In particular the lemma shows that the character of a local Weyl module is a Z[q] linear combination of Demazure characters. We shall see in what follows that this is more than a formal linear combination. 2.7. The next result gives the relationship between Wloc(λ) and the Demazure modules D(1, λ). It was established in [6] for sl2. This was then used in [5] and [10] to prove the result for slr+1 and the general simply-laced case respectively. In the non-simply-laced case the result was proved in [15]. A different approach to part (i) of this theorem along with a generalization to the higher level Demazure modules is developed in [7, Section 3]. Theorem 2.2. Let λ ∈ P+. (i) Assume that either g is simply-laced or that λ(hi) = 0 for all i ∈ I such that αi is short. We have an isomorphism of g[t]-modules, Wloc(λ) ∼= D(1, λ). (ii) Let λ(hi) 6= 0 for some i ∈ I with αi a short root. Then we have a decreasing sequence of graded g[t]-submodules Wloc(λ) = W0 ⊃W1 ⊃ · · · ⊃Wk ⊃Wk+1 = 0, such that Wj/Wj+1 ∼= τsjD(1, µj) for some (µj , sj) ∈ P+ × Z+, 0 ≤ j ≤ k. Remark 2.3. We make some comments on the proof given in [15] of part (ii) of the preceding theorem. An important ingredient of the proof is the following statement. Assume that g is of type sln+1. For ` ≥ 1, the module Wloc(λ) (or equivalently, by part (i) of the theorem D(1, λ)), has a filtration in which the successive quotients are isomorphic to D(`, µ) for some µ ∈ P+. The result is only needed when ` = 2 if n > 2 and for ` = 2, 3 if n = 1. However, Naoi establishes this result for an arbitrary simply-laced Lie algebra and arbitrary `. As we remarked in the introduction the proof of this result is indirect, using a result of A. Joseph [12] for Demazure modules in the quantum case. His result uses, in a serious way, the theory of canonical bases and is proved only for simply-laced affine Lie algebras, i.e., is not proved for A1 1. Our paper gives a direct proof in the case of Demazure modules of affine sl2. This is essential in Naoi’s work and is also needed in the recent preprint [2]. 2.8. Let V be a graded g[t]-module. Motivated by the previous discussion, we call a decreasing sequence F(V ) = (V = V0 ⊇ V1 ⊇ · · · ⊇ Vk ⊇ Vk+1 = 0), Modules with Demazure Flags and Character Formulae 5 of graded g[t]-submodules of V , a Demazure flag F(V ) of level `, if Vj/Vj+1 ∼= τsjD(`, µj), (µj , sj) ∈ P+ × Z+, 0 ≤ j ≤ k. Let [F(V ) : τsD(`, µ)] be the number of times τsD(`, µ) occurs in this flag. The graded multi- plicity of D(`, µ) in this flag is defined to be [F(V ) : D(`, µ)]q = ∑ s≥0 [F(V ) : τsD(`, µ)]qs. Using Lemma 2.1, one can show easily that [F(V ) : D(`, µ)]q is independent of the choice of the flag and hence from now on we will denote this polynomial by [V : D(`, µ)]q. The following is trivial. Lemma 2.4. Let V be a graded g[t]-module. (i) Suppose that U is a graded g[t]-submodule of V such that U and V/U both admit a De- mazure flag of level `. Then V also admits a Demazure flag of level ` and [V : D(`, µ)]q = [U : D(`, µ)]q + [V/U : D(`, µ)]q. (ii) If V admits a Demazure flag of level `, we have an equality of graded characters chgrV = ∑ µ∈P+ [V : D(`, µ)]qchgrD(`, µ). 2.9. The next result is a reformulation of the result proved in [15, Sections 4 and 9] of which the special cases will be of interest to us in this paper. Proposition 2.5. Suppose that g is of type Bn and that ` = 2 or that g is of type G2 and ` = 3. Let λ ∈ P+ be such that λ(hn) = r ∈ Z+ where αn is the unique short root. Then, Wloc(λ) has a Demazure flag of level one and for µ ∈ P+, [Wloc(λ)) : D(1, µ)]q = { [W sl2 loc (λ(hn)) : Dsl2(`, µ(hn))]q, (λ− µ) ∈ Z+αn, 0, otherwise. Here W sl2 loc (λ(hn)) is the local Weyl module for sl2 of weight λ(hn) and Dsl2(`, µ(hn)) is defined similarly. We shall revisit this result later in the paper and give a closed formula for the graded mul- tiplicities when g is of type Bn and generating series for the numerical multiplicities (q = 1) when g is of type G2. We remark that the analogous result when g is of type F4 or Cn is also proved in [15]: here one takes ` = 2 and replaced sl2 by sl3 and sln−1 respectively. 3 The modules V (ξ) and Demazure flags In this section we shall, for the most part, be interested only in the case when g is sl2. We shall denote the unique simple root by α and the corresponding fundamental weight by ω. We also set x+α = x, x−α = y and h = [x, y] so that {x, y, h} is the standard basis of sl2. 3.1. Recall that a partition with s parts is a finite decreasing sequence of positive integers ξ = (ξ1 ≥ ξ2 ≥ · · · ≥ ξs > 0) and that |ξ| = ∑ r≥1 ξr. We shall sometimes also write ξ as the sequence 1b12b2 · · · sbs , where bj is the number of times the integer j occurs in ξ. 6 V. Chari, L. Schneider, P. Shereen and J. Wand Following [7], given a partition ξ we define a sl2[t]-module V (ξ) as follows. It is the sl2[t]- module generated by an element vξ with defining relations: (x⊗C[t])vξ = 0, (h⊗ ts)vξ = |ξ|δs,0vξ, (3.1) (y ⊗ 1)|ξ|+1vξ = 0, (3.2) (x⊗ t)s(y ⊗ 1)s+rvξ = 0, (3.3) where s ∈ Z+ in (3.1) and (3.3) holds for all s, r ∈ N for which there exists k ∈ N with s + r ≥ 1 + rk + ∑ j≥k+1 ξj . It is clear that V (ξ) is a graded sl2[t]-module once we set the grade of vξ to be zero, and that we have a surjective map of Wloc(|ξ|ω)→ V (ξ) of graded sl2[t]-modules. Observe also that if ξ is the empty partition then V (ξ) is the trivial sl2[t]-module. The following was proved in [7, Proposition 2.7] and will be needed later. Lemma 3.1. For all k ∈ Z+, we have( y ⊗ tk )r+1 vξ = 0, r ≥ ∑ j≥k+1 ξj . The structure of the modules V (ξ) were studied in great detail in [7] for simple Lie algebras. In the case of sl2, these modules are known to be the fusion product of simple irreducible finite- dimensional representations with dimensions ξi+1. These were first studied in [9] and [8] where an alternate presentation can be found. 3.2. In certain special cases the defining relations of V (ξ) can be greatly simplified. Thus let ξ = 1` and, suppose that s, r, k ∈ N are such that s+ r ≥ 1 + rk + ∑ j≥k+1 ξj . It is clear that s+ r ≥ |ξ|+ 1 and hence (3.3) is a consequence of (3.2), i.e., V (1`) ∼= Wloc(`ω). If ξ = (`) and if we take s = r = 1, we find that (3.3) holds for k = 1, and so, (x⊗ t)(y ⊗ 1)2vξ = 0. Using the commutation relations in U(sl2[t]) and the defining relations of V (ξ) it is simple to prove that (y ⊗ t)vξ = 0. In turn, this implies that (sl2 ⊗ tC[t])vξ = 0, i.e. V (ξ) ∼= ev0 V (`ω), (3.4) as sl2[t]-modules. More generally, the following was proved in [7, Theorem 2]. Theorem 3.2. Suppose that ξ = sm` for some m, s ∈ N with 0 < s ≤ m and ` ∈ Z+. Then V (ξ) is isomorphic to the quotient of Wloc(λ) (where λ = (m`+ s)ω) obtained by imposing the additional relations( y ⊗ t`+1 ) wλ = 0, (y ⊗ t`)s+1wλ = 0, s < m. Moreover we have an isomorphism of sl2[t]-modules, V (ξ) ∼= D(m,λ). 3.3. Given m, ` ∈ N with m ≥ `, set[ m ` ] q = (1− qm)(1− qm−1) · · · (1− qm−`+1) (1− q`)(1− q`−1) · · · (1− q) . The main result of this section is the following. Modules with Demazure Flags and Character Formulae 7 Theorem 3.3. (i) For all ξ = (ξ1 ≥ ξ2 ≥ · · · ≥ ξs > 0) and m ∈ N the module V (ξ) has a Demazure flag of level m if and only if m ≥ ξ1. In particular, a level k-Demazure module has a Demazure flag of level m if and only if m ≥ k. (ii) The local Weyl module Wloc(sω) has a level two Demazure flag and [Wloc(sω) : D(2, rω)]q = q pds/2e [ bs/2c p ] q , r = s− 2p ≥ 0, 0, otherwise. (iii) We have an equality of characters chgrD(2, sω) = ∑ p≥0 (−1)pqp(ds/2e−(p−1)/2) [ bs/2c p ] q chgrWloc((s− 2p)ω). Remark 3.4. Recall from equation (2.2) thatD(m, sω) ∼= ev0 V (sω) for allm ≥ s. In particular, if we take m = |ξ|, a level m-Demazure flag is just a Jordan–Holder series of V (ξ). In the case when ξ = 1m the Jordan–Holder series is known (see [5]) and that [Wloc(mω) : ev0 V ((m− 2`)ω)]q = [ m ` ] q − [ m `− 1 ] q . In the next section, we associate to each partition ξ and an integer m ≥ ξ1, a directed edge labeled graph Hm(ξ). The graded multiplicities [V (ξ) : D(m, sω)]q can then be described by natural polynomials associated to this graph. The graph Hm(1`) allows one to do computations with Sage to generate information on the graded multiplicities. But, even in the case when q = 1, where one can use the OEIS database it seems difficult to guess the appropriate generating series for the multiplicities in general. See however Subsection 3.10, where we discuss the level three Demazure flag of the local Weyl module. 3.4. The following is now immediate from Proposition 2.5 and Theorem 3.3. Proposition 3.5. Suppose that g is of type Bn and that λ ∈ P+. Then we have an equality of characters chgrWloc(λ) = ∑ r≥0 qrdλ(hn)/2e [ bλ(hn)/2c r ] q chgrD(1, λ− rαn), chgrD(1, λ) = ∑ s≥0 (−1)sqs(dλ(hn)/2e−(s−1)/2) [ bλ(hn)/2c s ] q chgrWloc(λ− sαn). 3.5. The proof of Theorem 3.3 relies on a further result proved in [7] which we now recall. Given a partition ξ = (ξ1 ≥ · · · ≥ ξs > 0) with s parts we define an associated pair of partitions ξ± as follows. If s = 1, then ξ+ = ξ and ξ− is the empty partition. If s > 1, then we take ξ− = (ξ1 ≥ ξ2 ≥ · · · ≥ ξs−2 ≥ ξs−1 − ξs ≥ 0), and ξ+ to be the unique partition associated to the s-tuple (ξ1, . . . , ξs−2, ξs−1 + 1, ξs − 1). Theorem 3.6. Let ξ = (ξ1 ≥ · · · ≥ ξs > 0) be a partition with s parts. For s > 1, there exists a short exact sequence of sl2[t]-modules 0→ τ(s−1)ξsV (ξ−) ϕ−−→ V (ξ) ϕ+ −→V (ξ+)→ 0, and ϕ+(vξ) = vξ+ , ϕ−(vξ−) = ( y ⊗ ts−1 )ξsvξ. 8 V. Chari, L. Schneider, P. Shereen and J. Wand 3.6. Define a partial order on the set of all partitions as follows: given partitions ξ and ξ′ with s and s′ parts respectively, we say that ξ > ξ′ if and only if s ≥ s′ and if s = s′, then ξs > ξ′s (where ξs, ξ ′ s is the smallest part of ξ and ξ′ respectively). Note that ξ > ξ+ > ξ−. We first prove by an induction (given by the partial order) that if m ≥ ξ1, then V (ξ) has a Demazure flag of level m. If ξ = (`), then Theorem 3.3(i) is trivially true by (3.4). Assume now that we have proved the result for all partitions with at most (s − 1) parts and that ξ is a partition with s parts. The inductive hypothesis applies to ξ± provided that m ≥ ξ+1 and hence τs−1V (ξ−) and V (ξ+) both have a Demazure flag of level m. Lemma 2.4 now shows that V (ξ) also admits a Demazure flag of level m. It remains to consider the case when m < ξ+1 which can only happen when m = ξ1 and ξ1 = ξs−1, i.e., ξ = (ξs−11 , ξs). But now, Theorem 3.2 implies that D(m, |ξ|ω) ∼= V (ξ) and there is nothing to prove. We note the following consequence of our discussion: [V (ξ) : D(m, rω)]q = [V (ξ+) : D(m, rω)]q + q(s−1)ξs [V (ξ−) : D(m, rω)]q. (3.5) 3.7. To complete the proof of part (i), we must show that if V (ξ) has a Demazure flag of level m, then m ≥ ξ1. This clearly follows from: Lemma 3.7. Suppose that r,m ∈ Z+ and ξ is a partition. If D(m, rω) is a quotient of V (ξ), then r = |ξ| and m ≥ ξ1. Proof. Since hvξ = |ξ|vξ, and D(m, rω) is a quotient of V (ξ) we must have r = |ξ| and the element vξ maps to the the generator wrω of D(m, rω). To prove that m ≥ ξ1 we see from Lemma 3.1 that (y ⊗ t) 1+ ∑ j≥2 ξj vξ = 0, and hence we must have (y ⊗ t) 1+ ∑ j≥2 ξj wrω = 0. Using (2.3), we see that this means that∑ j≥2 ξj ≥ |ξ| −m, which forces m ≥ ξ1 as required. � 3.8. To prove part (ii) and for later use we establish the following result. Note that [V (ξ) : D(m, rω)]q 6= 0 =⇒ (|ξ| − r) ∈ 2Z+. Lemma 3.8. Given a partition ξ = (ξ1 ≥ ξ2 ≥ · · · ≥ ξs > 0) with ξ1 = m and s ≥ 2, we have [V (ξ) : D(m, rω)]q = q(|ξ|−r)/2[V (ξ(m)) : D(m, (r −m)ω)]q, where ξ(m) = (ξ2 ≥ · · · ≥ ξs > 0). Proof. The proof is by an induction very similar to the one used in Subsection 3.6. If ξs−1 = m, then by Theorem 3.2 we have V (ξ) ∼= D(m, |ξ|ω), V (ξ(m)) ∼= D(m, (|ξ| −m)ω), Modules with Demazure Flags and Character Formulae 9 and there is nothing to prove. In particular induction begins at s = 2 and we may assume also that ξs−1 < m. Since ξ− = (m ≥ ξ2 ≥ · · · ≥ ξs−1 − ξs) and ξ+ is the partition associated to (m, ξ2, . . . , ξs−1 + 1, ξs − 1) we get ξ±(m) = ξ(m)±. Equation (3.5) gives [V (ξ(m)) : D(m, rω)]q = [V (ξ+(m)) : D(m, rω)]q + q(s−2)ξs [V (ξ−(m)) : D(m, rω)]q. (3.6) Applying the induction hypothesis to ξ±, and noting that |ξ| = |ξ+|, we get [V (ξ−) : D(m, rω)]q = q(|ξ −|−r)/2[V (ξ−(m)) : D(m, (r −m)ω)]q, (3.7) [V (ξ+) : D(m, rω)]q = q(|ξ|−r)/2[V (ξ+(m) : D(m, (r −m)ω)]q. (3.8) Substituting (3.7) and (3.8) in (3.5), recall that |ξ−| = |ξ| − 2ξs and then use (3.6) to complete induction. � 3.9. We now prove part (ii) of Theorem 3.3. Since Wloc(sω) ∼= V (1s), we have ξ = 1s, ξ+ = 21s−2, ξ− = 1s−2, and hence we get [Wloc(sω) : D(2, rω)]q = [V (ξ+) : D(2, rω)]q + qs−1[Wloc((s− 2)ω) : D(2, rω)]q = q(s−r)/2[Wloc((s− 2)ω) : D(2, (r − 2)ω)]q + qs−1[Wloc((s− 2)ω) : D(2, rω)]q, where the second equality follows from Lemma 3.8. Setting ps,r(q) = [Wloc(sω) : D(2, rω)]q, we get the following recurrence relation, ps,r(q) = q(s−r)/2ps−2,r−2(q) + qs−1ps−2,r(q), s ≥ r ≥ 2, with the initial conditions p0,0(q) = p1,1(q) = 1 and ps,r(q) = 0 if r > s or (s− r) /∈ 2Z+. This recurrence has a unique solution and a simple calculation shows that taking ps,s−2` = q`ds/2e [ bs/2c ` ] q , satisfies the recurrence and the initial conditions and part (ii) is proved. We may regard part (ii) as giving the change of basis matrix (see Lemma 2.1) from the basis of local Weyl modules to the basis of level two Demazure modules. Part (iii) is then just given by the inverse of this matrix and is a straightforward calculation. 3.10. We make some comments about the general case. Consider an arbitrary partition ξ = (ξ1 ≥ · · · ≥ ξs ≥ 0) and suppose that we are interested in computing the graded multiplicity of D(m, rω) for some m ≥ ξ1 and r ∈ Z+. One way to calculate this is to use Theorem 3.6 repeatedly. In the first iteration, one uses it to calculate the multiplicities of the Demazure flag of level ξ1, then one computes the multiplicity of D(ξ1 + 1, rω) in a Demazure flag of level (ξ1 + 1) in D(ξ1, sω) and so on. In other words, we have, that [V (ξ) : D(m, rω)]q is equal to∑ p∈Zm−ξ1+ [V (ξ) : D(ξ1, p1ω)]q[D(ξ1, p1ω) : D(ξ1 +1, p2ω)]q · · · [D(m−1 : pm−ξ1ω) : D(m, rω)]q. 10 V. Chari, L. Schneider, P. Shereen and J. Wand This brings us to the natural question of calculating the multiplicity occurring in a Demazure flag of D(m − 1, sω) of level m. In principle this can be done by using Lemma 3.8 to set up (m− 1) recursive formulae. We illustrate this in the case of m = 3 which is of interest to us and already shows the complexity of the recursions. Set ps,r(q) = [D(2, sω) : D(3, rω)]q, and note that ps,r = 0 if s < r and also if s and r do not have the same parity. We shall use this freely. Writing s = 2s1 + s0, 0 ≤ s0 ≤ 1 and using Lemma 3.8 and Theorem 3.6, we get ps,r(q) =  q(s−r)/2ps−3,r−3(q) + q(s1+s0−1)(2−s0)ps−4+2s0,r(q), s ≥ r ≥ 3, q(s1+s0−1)(2−s0)ps−4+2s0,r(q), s ≥ 3, r = 0, 1, 2, 1, (r, s) ∈ {(0, 0), (1, 1), (2, 2)}, 0, otherwise. (3.9) Setting P2r(q, u) = ∑ s≥0 p2s,2r(q)u s, P2r+1(q, u) = ∑ s≥0 p2s+1,2r+1(q)u s+1, r ≥ 0, we get the following equality of generating functions, qrP2r(q, u) = uqP2r−3(q, qu) + u2qr+2P2r ( q, uq2 ) , r ≥ 2, qrP2r+1(q, u) = u2qP2r−2(q, uq) + uqrP2r+1(q, uq), r ≥ 1, and P0(q, u) = ∑ s≥0 q2s 2 u2s, P1(q, u) = ∑ s≥0 q s(s+1) 2 us+1, P2(q, u) = ∑ s≥0 q2s(s+1)u2s+1. If we define the partial theta series (see [1] for instance) as Θ(q, u) = ∑ s≥0 qs 2 us, then note that P0(q, u) = Θ ( q2, u2 ) , P2(q, u) = uΘ ( q2, q2u2 ) , P1(q, u) = uΘ ( q2, qu2 ) + qu2Θ ( q2, q3u2 ) . In the case when q = 1, the recurrences can be solved and we find( 1− u2 ) P2r = uP2r−3, (1− u)P2r+1 = u2P2r−2, or equivalently Pr(u) = u3 (1− u)(1− u2) Pr−6, r ≥ 6, with initial conditions P0 = 1 1− u2 , P1 = u 1− u , P2 = u 1− u2 , P3 = u2 (1− u)(1− u2) , P4 = u2 (1− u)(1− u2) , P5 = u3 (1− u)(1− u2) . Summarizing, we have Modules with Demazure Flags and Character Formulae 11 Proposition 3.9. The module D(2, sω) has a flag by level three Demazure modules and the numerical multiplicity is given by [D(2, sω) : D(3, rω)] = coefficient of ur in ( u3r0Pr1 (1− u)r0(1− u2)r0 ) , r = 6r0 + r1, 0 ≤ r1 < 6. Together with part (ii) of Theorem 3.3 this allows us to calculate the numerical multiplicities in the filtration of the local Weyl module by the level three Demazure modules and hence in turn the character of the local Weyl module when g is of type G2 in terms of Demazure modules. 3.11. For arbitrary m ∈ Z+, one can set ps,r(q) = [D(m − 1, sω) : D(m, rω)]q and write down recurrence relations with initial conditions which are similar to those in (3.9). To define generating functions it is not enough to just index by the weight sω of the level m-Demazure module, we have to also keep track of the smallest part of the partition, i.e., the value of s0 where s = (m−1)s1 +s0, 0 ≤ s0 ≤ m−2. This leads to a large number of dependent recurrence relations and makes solving even for the numerical multiplicities very difficult. 3.12. We conclude this section by explaining the connection of our work with Macdonald polynomials. We avoid introducing all the notation related to Macdonald polynomials, and refer the interested reader to [4, Section 3] for a quick exposition which is adequate for our purposes. It was shown in [16] for slr and in [11] for an arbitrary simply-laced Lie algebra that the character of the Demazure module D(1, λ), λ ∈ P+ in the level one representation of the associated untwisted affine Lie algebra, is given by the specialized Macdonald polynomial Pw0(λ), where w0 is the longest element of the Weyl group of g. In the non-simply laced case however this is not necessarily true. In fact, by combining the recent work of [13] and of [15] we find that the character of Wloc(λ) is given by the specialized Macdonald polynomial Pw0(λ)(q). In other words, the character of Wloc(λ) is always given by Pw0λ(q). Proposition 3.5 can therefore be regarded as giving the character of the Demazure module in a level one representation of the affine algebra B (1) n explicitly as a combination of Macdonald polynomials. 4 The graph H`(ξ) The goal of this section is to give a combinatorial way to calculate the multiplicities of a specific Demazure module occurring in a Demazure flag of V (ξ) of level `. To do this we define a graph H`(ξ). The vertices of the graph are a finite subset of Z3 + and are in bijective correspon- dence with the set of partitions obtained by an iteration of the operations ξ± (see Theorem 3.6) with the restriction that the maximal part of the partition never exceeds `. The edges of the graph are defined to match up with the short exact sequence in Theorem 3.6 and have suitable labels. The sinks of the graph correspond to the Demazure modules of level ` which could occur with non-zero multiplicity in the flag. The graded multiplicity is then obtained by summing over all “weighted paths” from the vertex in H`(ξ) corresponding to ξ and the vertex corresponding to the desired Demazure module. 4.1. Given integers s, r ∈ N let resr s be the remainder if s is not divisible by r and r otherwise. Writing s = (resr s) + rp for some p ≥ 0, we see that s ≥ r + 1 =⇒ p ≥ 1 =⇒ s ≥ 2 resr s. (4.1) For ` ∈ N and a partition ξ = (1b12b2 · · · ) where bs = 0 if s > ` set V`(ξ) = { (i, j, k) ∈ Z3 + : i ≤ k−1∑ m=1 mbm, i− jk ≥ k(1− δk,`), 2 ≤ k ≤ ` } . 12 V. Chari, L. Schneider, P. Shereen and J. Wand It is convenient to introduce the following notation: for i = (i, j, k) ∈ V`(ξ), let r(i), s(i) ∈ Z+ be defined by r(i) = resk−1(i− jk), i− jk = r(i) + s(i)(k − 1). Lemma 4.1. Let ξ = 1b12b2 · · · `b` and i = (i, j, k) ∈ V`(ξ) be such that either k < ` or k = ` and i− j` ≥ `. (i) Either (i, j + 1, k) ∈ V`(ξ) or, there exists m(i)+ ∈ Z+ with k ≤ m(i)+ < ` minimal such that (i+ bmm, 0,m+ 1) ∈ V`(ξ) where m = m(i)+. (ii) Either (i − 2r(i), j, k) ∈ V`(ξ) or there exists m(i)− ∈ Z+ with k ≤ m(i)− < ` minimal such that (i− 2r(i) + bmm, 0,m+ 1) ∈ V`(ξ) where m = m(i)−. Proof. The proofs of part (i) and (ii) are identical. Notice that if i− jk ≥ k(2− δk,`) =⇒ i− (j + 1)k ≥ k(1− δk,`) =⇒ (i, j + 1, k) ∈ V`(ξ), resp. i− 2r(i)− jk ≥ k(1− δk,`) =⇒ (i− 2r(i), j, k) ∈ V`(ξ). Otherwise, the choice of (i, j, k) forces k < ` and so k ≤ i− jk < 2k. Then i+ b`−1(`− 1) ≥ 0 and i+ b`−1(`− 1) ≤ `−1∑ m=1 mbm, resp. by using equation (4.1), i− 2r(i) + b`−1(`− 1) ≥ jk ≥ 0, and i− 2r(i) + b`−1(`− 1) ≤ `−1∑ m=1 mbm), i.e. (i+ (`− 1)b`−1, 0, `) ∈ V`(ξ), resp. (i− 2r(i) + b`−1(`− 1), 0, `) ∈ V`(ξ). Hence there exists a minimal k ≤ m = m(i)± < ` such that (i + bmm, 0,m + 1) ∈ V`(ξ) (resp. (i− 2r(i) + bmm, 0,m+ 1) ∈ V`(ξ)) and the lemma is established. � 4.2. Set i+ = { (i, j + 1, k), i− jk ≥ k(2− δk,`), (i+mbm, 0,m+ 1), otherwise, m = m(i)+ and i− = { (i− 2r(i), j, k), i− 2r(i)− jk ≥ k(1− δk,`), (i− 2r(i) +mbm, 0,m+ 1), otherwise, m = m(i)−, where m = m(i)± is as in Lemma 4.1. The graph H`(ξ) is defined to be the directed graph with vertices V`(ξ) and directed edges are i→ i± if i = (i, j, k) is such that either k < ` or k = ` and i− j` ≥ `. In particular, the elements (i, bi/`c, `) are precisely the sinks of the graph. The label of i→ i+ is zero while the label of i→ i− is `(i) = r(i) (j + bk + · · ·+ b` + s(i)) . Modules with Demazure Flags and Character Formulae 13 (2, 0, 2) (8, 0, 2) (8, 2, 2) (8, 3, 2) (0,0,3) (2, 0, 3) (8, 0, 3) (8, 2, 3) 7 5 3 1 6 4 2 5 3 4 6 4 2 5 3 4 6 3 4 2 2 1 4 4 2 Figure 1. H3(18). 4.3. Let q be an indeterminate. Given vertices i, j ∈ V`(ξ) define a polynomial pi,j(q) as follows. Set pi,i = 1. If i is not a sink, set pi,i+ = 1, pi,i− = q`(i). Given a directed path p from (i = i0 → i1 → · · · → is = j) with labels a1, . . . , as set r(p) = s∑ m=1 am and define pi,j(q) = ∑ p qr(p), where the sum is over all directed paths from i to j. In all other cases we take pi,j(q) = 0. The following is immediate: Lemma 4.2. Given i, j ∈ V`(ξ), we have pi,j = pi+,j + q`(i)pi−,j. 4.4. We give an example. Suppose that ` = 3 and ξ = 18. Then H3(1 8) is the following edge labeled directed graph. For convenience we have color coded the edges to reflect the type of edge. Thus the green (resp. blue) arrow is an edge corresponding to i → i+ coming from the first (resp. second) possibility in Lemma 4.1(i) while the black and red arrows correspond to the two possibilities for i→ i− coming from Lemma 4.1(ii). We give a few examples of pi,j(q) for i, j ∈ V3(1 8) which can be read off easily from the graph. pi,j(q) =  1, i = (8, 0, 2), j = (8, 0, 3), q15, i = (8, 0, 2), j = (2, 0, 2), q10 + q8, i = (8, 2, 2), j = (0, 0, 3). 4.5. The main result of this section is the following. Theorem 4.3. Given a partition ξ = 1b1 · · · sbs with bs = 0 if s > `, we have [V (ξ) : D(`, rω)]q = { 0, r < b``, piξ,jr(q), iξ = (b1, 0, 2), jr = (r − b``, ⌊ r ` ⌋ − b`, `). 14 V. Chari, L. Schneider, P. Shereen and J. Wand To illustrate Theorem 4.3 we give an example for [V (18) : D(3, 2ω)]q. In this case, iξ = (8, 0, 2) and jr = (2, 0, 3). Thus, [V (18) : D(3, 2ω)]q = p(8,0,2),(2,0,3) = q15 + q14 + q13 + q12 + q11 + q10 + q9 + q8 = q8[8]q. The theorem is proved in the rest of the section. If ξ = m`b` for some 0 ≤ m < `, then V (ξ) ∼= D(`,m + b``) and hence [V (ξ) : D(`, r)]q = 0 if r < b``. Otherwise, writing ξ = (ξ1 ≥ · · · ≥ ξs > 0) we see by using the definitions of ξ± that b` = #{j : ξj = `} = #{j : ξ−j = `} ≤ #{j : ξ+j = `}. Recall that [V (ξ) : D(`, rω)]q = [V (ξ+) : D(`, rω)]q + q(s−1)ξs [V (ξ−) : D(`, rω)]q. A similar induction used in Section 2 proves the assertion that [V (ξ) : D(`, rω)]q = 0, r < b``. 4.6. To prove the rest of the theorem, we relate the vertices of the graph H`(ξ) to partitions and the edges to the short exact sequence in Theorem 3.6. Given i = (i, j, k) ∈ V`(ξ), Since i − jk ≥ k(1 − δk,`) we have by equation (4.1) that s(i) ≥ (1 − δk,`) and we assume this from now on. Let ξ(i) be the partition ξ(i) = { r(i)(k − 1)s(i)kj+bk(k + 1)bk+1 · · · `b` , i 6= ( i, i` , ` ) , `b`+ i ` , i = ( i, i` , ` ) . It is trivially checked that the assignment i→ ξ(i) is one-one. Note also that ξ(iξ) = ξ, ξ(jr) = { r(i)`b r ` c, ` 6 | r, ` r ` , otherwise, where iξ and jr are as defined in Theorem 4.3. In particular, V (ξ(jr)) ∼= D(`, rω). Lemma 4.4. Let i ∈ V`(ξ) and assume that either k < ` or k = ` and i− j` ≥ `. Then, ξ(i)± = ξ(i±). Proof. By definition, we have ξ(i)+ = (r(i)− 1)(k − 1)s(i)−1kj+bk+1(k + 1)bk+1 · · · `b` . Suppose first that i− jk ≥ k(2− δk,`) in which case s(i) ≥ 2− δk,` and i+ = (i, j + 1, k) and we have i− (j + 1)k = (r(i)− 1) + (s(i)− 1)(k − 1). If r(i) > 1, then it follows immediately that i− (j + 1)k is not divisible by (k− 1)and hence we get r(i+) = r(i)− 1, s(i+) = s(i)− 1, Modules with Demazure Flags and Character Formulae 15 while if r(i) = 1, then we get that r(i+) = k − 1, s(i+) = s(i)− 2. In either case, we have now proved the assertion of the lemma. It remains to consider the case when k ≤ i − jk < 2k. We have that either s(i) = 2 and r(i) = 1, i.e., i − jk = 2k − 1 or s(i) = 1. If s(i) = 2, then i ≥ 2k − 1 ≥ k + 1 and hence i+ = (i+ bkk, 0, k + 1). Moreover, i+ bkk = 1 + jk + 2(k − 1) + bkk, i.e., i+ bkk = k − 1 + k(j + bk + 1), i.e. s(i+) = j + bk + 1, r(i+) = k − 1, and we have ξ(i)+ = (k − 1)kj+bk+1(k + 1)bk+1 · · · `b` = ξ(i+). Assume now that s(i) = 1. If resk−1(i− jk) = 1, then we get ξ(i)+ = (resk k)kj+bk(k + 1)bk+1 · · · `b` . By Lemma 4.1 there exists k ≤ m < ` minimal such that i + bmm ≥ (m + 1)(1 − δm+1,`). If j > 0 then m = k, i+ = (i + bkk, 0, k + 1) and we see that ξ(i)+ = ξ(i+) while if j = 0 then either k < m < ` minimal with bm > 0 or m = `. Noting that resk k = resm k, it follows again that ξ(i+) = ξ(i+). Finally, we must consider the case when s(i) = 1 and r(i) > 1. Here we have i− jk ≥ k + 1 and hence i+ = (i+ bkk, 0, k + 1). This time we just need to check that r(i)− 1 = r(i+), s(i+) = bk + j + 1. Since i− jk = resk−1(i− jk) + k − 1 =⇒ i+ bkk = (resk−1(i− jk)− 1) + k(j + bk + 1), we see that i+ bkk is not divisible by k and so 0 < resk(i+ bkk) = resk−1(i− jk)− 1 as needed. The proof that ξ(i)− = ξ(i−) is a similar computation and we omit the details. � 4.7. Theorem 4.3 is clearly established if we prove the following Proposition 4.5. For all i ∈ V`(ξ) and jr = (r− b``, b r` c− b`, `) ∈ V`(ξ), with r ≥ b``, we have [V (ξ(i)) : V (ξ(jr))]q = pi,jr(q). Proof. We proceed by induction on the length of the longest path connecting i and jr. If i = jm for some m ≥ b``, then the proposition is true V (ξ(jr)) ∼= D(`, rω), V (ξ(jm)) ∼= D(`,mω). In other words induction begins when the length is zero. The inductive step follows by using using Theorem 3.6, Lemma 4.4 and Lemma 4.2 which together give [V (ξ(i)) : V (ξ(jr)]q = [V (ξ(i)+) : V (ξ(jr)]q + q`(i)[V (ξ(i)−) : V (ξ(jr)]q = [V (ξ(i+)) : V (ξ(jr)]q + q`(i)[V (ξ(i−)) : V (ξ(jr)]q = pi+,jr + q`(i)pi−,jr = pi,jr . � 16 V. Chari, L. Schneider, P. Shereen and J. Wand Acknowledgements The authors thank S. Viswanath for discussions regarding the graph H`(ξ) and for drawing their attention to the connection of the results of Subsection 3.10 to partial theta series. The first and third authors acknowledge the hospitality and excellent working conditions at the Institute of Mathematical Sciences, Chennai, India where part of this work was done. They also thank the referees of the paper for their careful reading of the paper and for their many valuable comments. 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