On cyclic quiver parabolic Kostka-Shoji polynomials
Daniel Orr, Mark Shimozono

TL;DR
This paper provides an explicit combinatorial formula for specific parabolic Kostka-Shoji polynomials related to the cyclic quiver, expanding previous results by Shoji and Liu and Shoji.
Contribution
It introduces a new combinatorial formula for cyclic quiver parabolic Kostka-Shoji polynomials, generalizing earlier work.
Findings
Explicit combinatorial formula derived
Generalization of Shoji and Liu's results
Enhanced understanding of cyclic quiver polynomials
Abstract
We obtain an explicit combinatorial formula for certain parabolic Kostka-Shoji polynomials associated with the cyclic quiver, generalizing results of Shoji and of Liu and Shoji.
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TopicsAlgebraic structures and combinatorial models · Advanced Combinatorial Mathematics · Molecular spectroscopy and chirality
On cyclic quiver parabolic Kostka-Shoji polynomials
Daniel Orr
Department of Mathematics (MC 0123), 460 McBryde Hall, Virginia Tech, 225 Stanger St., Blacksburg, VA 24061 USA
and
Mark Shimozono
Department of Mathematics (MC 0123), 460 McBryde Hall, Virginia Tech, 225 Stanger St., Blacksburg, VA 24061 USA
Abstract.
We obtain an explicit combinatorial formula for certain parabolic Kostka-Shoji polynomials associated with the cyclic quiver, generalizing results of Shoji and of Liu and Shoji.
Introduction
In [OS] an analogue of parabolic Hall-Littlewood (HL) symmetric function was defined for general quivers. For the single loop quiver this recovers the parabolic Hall-Littlewood symmetric functions defined in [SW] [SZ] which in turn generalize the classical modified HL functions denoted in [Mac]. For cyclic quivers this produces a modified (and parabolic) form of Shoji’s Hall-Littlewood functions for the complex reflection group [Sho1, Sho2, Sho3] in the case of limit symbols. The parabolic Hall-Littlewood functions for general quivers encode the graded multiplicities in -equivariant Euler characteristics of vector bundles on Lusztig’s convolution diagrams [Lu]. Based on a higher vanishing conjecture of [OS], certain quiver Hall-Littlewood functions are expected—and in some cases known by [P]—to expand positively in the tensor Schur basis.
In this article we give a positive combinatorial formula for certain parabolic quiver Hall-Littlewood symmetric functions living on the cyclic quiver (Theorem 6); the Schur positivity of these functions was not previously known by other means such as [P]. Our formula expresses the Schur expansion coefficients of these functions, i.e., their quiver Kostka-Shoji polynomials, as a sum over certain multitableaux weighted by charge. This generalizes a result of [LiSho] in the non-parabolic case of the cyclic quiver with two nodes. The latter was derived from results of [AH] on the intersection cohomology of the enhance nilpotent cone. We give an independent, combinatorial proof of our formula. For a single node we recover the graded character of tensor products of Kirillov-Reshetikhin (KR) modules for affine or equivalently the Euler characteristic of global sections of a line bundle twist of the cotangent bundle to a partial flag variety [Br] [Sh1] [Sh2].
Our formula implies that the cyclic quiver Hall-Littlewood functions to which it applies are the images of ordinary (single loop) parabolic Hall-Littlewood functions under a plethystic substitution (Corollary 8). We interpret this in the representation theory of the wreath product groups , where is a cyclic group of order , by showing that the plethystic substitution is realized by a graded form of induction from to (Proposition 9). We deduce that the graded induction of the (singly-graded) Garsia-Procesi module [GP] is a graded -module whose Frobenius characteristic can be identified with a cyclic quiver parabolic Hall-Littlewood function (Corollary 10).
In a future work [OS2] we will study the relationship between the parabolic Hall-Littlewood functions for the cyclic quiver and Haiman’s wreath Hall-Littlewood functions (wreath Macdonald polynomials at ) [H].
Acknowledgements
The authors gratefully acknowledge support from NSF grant DMS-1600653.
1. Statement of Main Results
1.1. Cyclic quiver symmetric functions
In this article we work with the cyclic quiver on nodes. It has node set and arrow set where expressions involving elements of are understood modulo . We set .
Let be an algebraic torus with a copy of for each arrow . Write where is the exponential weight of the -th copy of . Let be the tensor power of the algebra of symmetric functions with a tensor factor for each vertex , with coefficients in . We use notation for and , to denote the tensor in having in the -th tensor factor and ’s elsewhere. Let be Young’s lattice of partitions. Then has a basis given by the tensor Schur functions where is a -multipartition.
1.2. Lusztig data
A Lusztig datum is a sequence of triples where , , and is a dominant weight. Let , and .
We say the Lusztig datum is periodic if and for all , even if , Borel if for all , rectangular if the weight is a rectangle for all , that is, has the form for some , concentrated at if for all such that , and dominant if, for every , the sequence of weights for , concatenates to a dominant weight. A periodic Lusztig datum will be called balanced if whenever .
For even periodic Borel Lusztig data, the quiver Kostka-Shoji polynomial was defined by Finkelberg and Ionov [FI]. If all are set to a single variable this recovers Shoji’s Green functions for the complex reflection group given by the wreath product of with the cyclic group , in the case of limit symbols [Sho1, Sho2].
We consider dominant periodic balanced rectangular Lusztig data that are concentrated at node . Such data can be specified by a triple where is a partition with parts which are allowed to be zero, with (which defines a standard parabolic subgroup of ), and . Given a Lusztig datum is constructed using passes around the cyclic quiver with node set . The first pass places -weights at nodes , , up to . For going from up to , the -th pass places -weights at all the nodes in order from [math] to . For , all weights placed at node are the zero weight. At node the -th pass places the rectangular weight having rows and columns.
Example 1*.*
Let , , , and . We have Lusztig datum with first pass and second pass , so that , and . This Lusztig datum is dominant: the weights at concatenate to and at concatenate to .
1.3. Cyclic quiver HL functions and Kostka-Shoji polynomials
Let be the Cauchy kernel. For a symmetric function let be the operator adjoint (with respect to the Hall inner product) to multiplication by , all with respect to the tensor factor . For define the generating series of operators [OS]:
[TABLE]
For all , is a linear endomorphism of of degree . It is the cyclic quiver analogue of Garsia’s variant of Jing’s Hall-Littlewood creation operator [G] [J].
For and let and . Define [OS]:
[TABLE]
This is the cyclic quiver analogue of the parabolic Hall-Littlewood creation operator of [SZ].
Given a Lusztig datum , the associated cyclic quiver parabolic Hall-Littlewood function is defined by and
[TABLE]
where , , and .
The cyclic quiver parabolic Kostka-Shoji polynomials are defined by
[TABLE]
Since the quiver has one cycle, the polynomials essentially have only one variable. To make this precise let for be the simple roots of where is the standard basis of . By the proof of [OS, Lemma 2.20], unless is in the root lattice of , which means it has the form for some integers . In that case we define the Laurent monomial
[TABLE]
By [OS, Lemma 2.20] there is a polynomial called the reduced Kostka-Shoji polynomial, such that
[TABLE]
We see that the single essential variable is the product of the arrow variables going around the cycle.
When is the rectangular Lusztig datum associated to the triple as in §1.2 we use the notation
[TABLE]
1.4. LR multitableaux
The definitions in the next several subsections follow [Sh1]. We refer the reader to Appendix A for conventions and further details on our tableau constructions. Let be the consecutive subintervals of where and let be the rectangular tableau of width and height whose rows are constant and contain the values of .
Example 2*.*
Continuing the previous example we have , and
[TABLE]
Say that a word in the alphabet is -LR (Littlewood-Richardson) if for all , we have the Knuth equivalence (see §A.1) where is the subword obtained by erasing letters of not in .
We identify (semistandard) tableaux with their reading words (see §A.1). By a multitableau we mean a tuple of tableau. The word of a multitableau is defined as the concatenation of reading words of each tableau in the multitableau. Say that a tableau or multitableau is -LR if its word is.
Let denote the set of -LR words. Let be the set of -LR tableaux of shape .
Remark 1*.*
The name LR tableau comes from the fact (see Cor. 27) that the LR coefficient of in the product of the Schur functions , is equal to .
1.5. Rotation of LR words
Let be the long element of the subgroup of . The following operation allows the “rotation” of LR words. This must be used every time letters pass between the [math]-th and -th tableaux in a multitableau.
Proposition 3**.**
For words and , if and only if , where acts via the composition of crystal reflection operators (see §A.3). This induces an action of the cyclic group on where .
Remark 2*.*
- (1)
If for all then is the identity subgroup and the action is usual rotation of a word by positions. 2. (2)
Since the crystal reflection operators are well-defined on Knuth classes (that is, if then ), acts on the set . This leads to the cyclage poset structure on LR tableaux [Sh1] which generalizes the cyclage poset on tableaux [LS].
Example 4*.*
Let and . Then because and . We have , . We have because and .
1.6. A charge statistic for LR words
Let denote the length of the word .
Proposition 5**.**
[Sh1]** There is a unique function such that
- (1)
If and are empty then where is the empty word. 2. (2)
* is constant on Knuth classes.* 3. (3)
If then writing and , we have
[TABLE]
Remark 3*.*
If for all (the Lusztig datum is Borel) then is the charge statistic of Lascoux and Schützenberger [LS].
1.7. Tableau formula
For let be the set of multitableaux of shape (i.e., each has shape ) such that and for . Note that for , is just the set of multitableaux of shape whose word is -LR.
For we set .
Theorem 6**.**
We have
[TABLE]
Remark 4*.*
In the special case of nodes and for all (Borel case), an equivalent formula was obtained in [LiSho] using results of [AH]. We give a combinatorial proof of Theorem 6 in Section 3 which is independent of these results.
Remark 5*.*
The higher vanishing criterion of [P] is sufficient to establish the positivity of in the Borel case for any , but not in general.
For , using notation similar to (1.5) let
[TABLE]
so that by (1.6), Theorem 6 is equivalently expressed as
[TABLE]
For the single node version, let be the parabolic Hall-Littlewood symmetric function associated with the sequence of rectangles for [SZ]. Equivalently it is the graded character of a Kirillov-Reshetikhin module [Sh2] and the cyclic quiver Hall-Littlewood symmetric function of [OS] for the single loop quiver with Lusztig data for and . Define their coefficients by
[TABLE]
Theorem 7**.**
[Sh1]**
[TABLE]
Remark 6*.*
In [Sh1] the above sum over was shown to give a graded isotypic component of a line bundle twist of the coordinate ring of a nilpotent adjoint orbit closure [SW]. Subsequently the parabolic Jing operators were defined [SZ] and the above isotypic component was shown to agree with the coefficient of a Schur function in the parabolic Hall-Littlewood function, which by definition is created by the parabolic Jing operators. The connection of these notions to the Kirillov-Reshetikhin character was proved in [Sh2]; independently similar but dual combinatorics were developed in [ScWa] for KR characters.
Corollary 8**.**
With
[TABLE]
we have
[TABLE]
Proof.
Iterating the coproduct formula and appropriately scaling alphabets we have
[TABLE]
where . Applying this to we have
[TABLE]
Consider the map where is the sequence of row words obtained from the rows of , then the rows of , up to the rows of and is the column insertion Robinson-Schensted-Knuth tableau pair (see §A.2). By Theorem 25 and Cor. 27 and their notation, the image consists of all tableau pairs such that is -compatible where is the skew shape . Restricting this bijection to -LR words, we obtain a bijection
[TABLE]
Since Knuth equivalence preserves the result follows from Theorems 6 and 7. ∎
2. Graded representations of wreath products
In this section we discuss the meaning of our results in the representation theory of the wreath product group where is a cyclic group of order . We show in particular that the plethystic substitution of Corollary 8 is, on the level of Frobenius characteristics, a type of graded induction from to . It follows that the induction of the Garsia-Procesi module [GP] results in a graded -module whose Frobenius characteristic is equal, up to the involution on symmetric functions, to a cyclic quiver parabolic Hall-Littlewood function.
We assume in this section that for all , with serving as the grading parameter. (Note the the difference between this and above which played the role of the product of all arrow variables .)
2.1. Frobenius characteristics of graded -modules
Let denote the Grothendieck ring of the category of graded -modules with finite-dimensional over . The graded Frobenius characteristic map
[TABLE]
gives a linear isomorphism of with degree symmetric functions over . Here we set for any graded endomorphism of a finite-dimensional graded vector space . For a permutation , we let denote its cycle type, i.e., the partition of with parts given by the lengths of cycles in . And for , is the corresponding power sum basis element in .
2.2. The ring
We realize as the group of -th roots of unity and fix a generator . Accordingly, we let denote the tensor power of symmetric functions with coefficients in . Let denote the -submodule of elements of total degree .
There are two natural sets of power sum generators in , one indexed by conjugacy classes in and the other by irreducible representations of . In our present situation, we abuse notation and identify both index sets with . Our previously introduced for and specializes under to the power sum in indexed by the irreducible -representation ; all previously introduced notation, such as the alphabets , will refer to this set of generators. The -th power sum indexed by the conjugacy class will be denoted . We have
[TABLE]
with . The two sets of generators are related by the Fourier transform on as follows:
[TABLE]
For we set
[TABLE]
where as usual, and similarly for .
2.3. Conjugacy in
Suppose . For a cycle of , we write and say that has color (with respect to ) if where . We define the cycle type to be the -tuple of partitions of total size given as follows: lists the sizes of cycles of having color . This gives a bijection between conjugacy classes in and -tuples of partitions of total size .
2.4. Frobenius characteristics of graded -modules
Let be the complexified Grothendieck ring of the category of graded -modules with finite-dimensional over . In this setting, the Frobenius characteristic map
[TABLE]
gives an isomorphism sending irreducible -modules to the tensor Schur functions (relative to the ) of degree [Mac, I, Appendix B].
2.5. Graded induction
Let , with acting by the natural algebra automorphisms given by for as above. We take the standard grading on with . Consider the -submodule
[TABLE]
Note that as ungraded -modules, with an isomorphism given by
[TABLE]
For any finite-dimensional graded -module we define a graded -module as the following tensor product of -modules:
[TABLE]
Here as ungraded vector spaces, with the -action on trivially extended from that of on ; we choose the grading on which is dilated from that of by a factor of , i.e., where . As ungraded -modules we clearly have .
Remark 7*.*
In the case when is a graded -module determined by an -equivariant homogeneous ideal , we have the following equivalent description of . Let be the image of under the -th power ring homomorphism given by on the generators of . Then is a -equivariant homogeneous ideal and as graded -modules.
Proposition 9**.**
For any finite-dimensional graded -module we have
[TABLE]
Proof.
We compute directly. By (2.4) we have
[TABLE]
for any .
Now fix such a and let be the cycles of (in any fixed order) and their colors (with respect to ). By considering the matrix of with respect to the basis of given by the monomials in (2.2), one finds111One may be tempted to compute via the standard basis of . However, this basis is not homogeneous with respect to (2.3). The ungraded computation immediately yields , which is seen to equal by (2.1).
[TABLE]
where denote the length of a cycle . Each summand above is a diagonal entry corresponding to a basis element of the form , where for a cycle ; the other diagonal entries vanish. Hence
[TABLE]
From this we immediately deduce (2.5). ∎
2.6. Induction of as a quiver Hall-Littlewood function
For a partition of size , consider the ordinary parabolic Hall-Littlewood function indexed by the sequence of rectangles of sizes (i.e., columns of height ). By [SW, Example 2.3(2)], we have where is the graded -module of [GP] and is the involution on such that for the transpose of .
By abuse of notation, we use also to denote the involution on given by the tensor power . Combining Corollary 8 and Proposition 9 we see that the Frobenius characteristic of is given by a cyclic quiver parabolic Hall-Littlewood function as follows:
Corollary 10**.**
For any partition of size we have
[TABLE]
Remark 8*.*
Generators for the defining ideal of are obtained simply by replacing in the the Tanisaki generators of [GP, I.5] by their -th powers, thanks to Remark 7. In the case of , and are the coinvariant algebras of and , respectively. Stembridge [St, Theorem 6.6] gives the graded -module structure of . Chan and Rhoades [CR] extend this to a generalized coinvariant algebra for depending on an additional parameter such that .
3. Proof of Theorem 6
3.1. Recurrence
We recall a recurrence for the parabolic Kostka-Shoji polynomials [OS, §4].
Let denote the Lusztig data for . So , consists of repeated times followed by repeated times for , and is the sequence starting with copies of followed by and then for , copies of followed by .
Let . We have if and otherwise. For define and by
[TABLE]
Let be the set of minimum length coset representatives for . By [OS] we have
[TABLE]
where for , , and .
Let be the Kostka number, the number of semistandard tableaux of shape and weight . Using the Jacobi-Trudi formula for the skew Schur function we have
[TABLE]
where
[TABLE]
If , the formula and proof is very similar. We have and obtain
[TABLE]
such that (3.4) holds.
Remark 9*.*
The recurrence (3.2) is more efficient than (3.5) but the cancelling bijection is much simpler to define for the latter.
3.2. Morris data
Let be the set of semistandard tableaux of shape and weight .
A -Morris datum is a tuple where is such that componentwise, , , and if and if with as in (3.4). Define the sign and weight of by
[TABLE]
Write for the set of -Morris data. It suffices to find a sign-reversing weight-preserving involution on whose fixed point set has a weight-preserving bijection with .
3.3. Embedding LR multitableaux into Morris data
We define a map
[TABLE]
as follows.
Suppose first that . Let be the -th row of , denoted , for and let be the last rows of so that . Let where is defined in §A.2 via Schensted column insertion. Let for . Then
[TABLE]
so that is -LR. For we have since . because consists of the smallest values and such values must occur in the first rows of a tableau of partition shape such as . These values are removed from the -th tableau and put into the -th tableau. It follows that where .
If there are two additional issues: there is a copy of that must be removed, and the action of the cyclic group on -words must be employed to preserve the LR property. Since is -LR and has no letters of except in it follows that . Let be the first rows and be the last rows of . Then for , for a row word (weakly increasing word) . We have
[TABLE]
This word is -LR. Let us “rotate” this word by positions to the right. By Lemma 29 there are tableaux , of the same shapes as and row words with for , such that
[TABLE]
Define . Then
[TABLE]
is -LR, and therefore for .
In either case define to be the tableau of shape filled with letter in each row . This completes the definition of .
Lemma 11**.**
*For we have *
[TABLE]
Proof.
Suppose . Here . For as in the definition of we have . Also so that . Letting and we have
[TABLE]
from which we deduce that as required.
Suppose . Let . We have , , , so that
[TABLE]
By Proposition 5 we have . Therefore
[TABLE]
as required. ∎
3.4. Cancellation
Let . We define a sign-reversing weight-preserving involution on with fixed point set the image of . Let with to be specified.
The cancellation begins by trying to find a -preimage for .
Suppose . Let
[TABLE]
Say that has a violation if is not the row word factorization of a tableau of partition shape. By Proposition 31, this is equivalent to saying that the tableau of §A.2 is not Yamanouchi. If then cannot be Yamanouchi as its weight is not dominant.
Suppose does not have a violation. Then , is the word of a tableau, say, , and and are also tableau words. This implies that and are Yamanouchi (but has skew shape).
Let for .
Then . Define .
Otherwise suppose has a violation. Take the rightmost letter in that is -unpaired. We define and
[TABLE]
and for . Since and has weight , it follows readily that and . Note that has a violation due to Lemma 30, with the rightmost -unpaired letter playing the same role in as it did in . The latter ensures that the map is an involution.
This defines and establishes its properties for the case .
Suppose . Let
[TABLE]
We have the -LR word
[TABLE]
Let be the sequence of row words with for , and , , , , the tableaux of the same shapes as , , , such that
[TABLE]
Then the word
[TABLE]
is -LR. Let for . Let
[TABLE]
We arrive at .
Say that has a violation if is not the row word factorization of a tableau of partition shape.
Suppose does not have a violation. As before, , is the reading word of a tableau . We have . Letting , for we have
[TABLE]
which is -LR. As before we verify that and declare that .
Suppose has a violation. The index and are defined as before. Define
[TABLE]
Lemma 12**.**
For , we have for row words .
Proof.
Rather than acting on the tableaux by we pass between the sequences of row words and by Proposition 32, acting directly on the sequences of row words using the dual crystal operator . See also Example 33. We have and for . There is nothing to prove if . Suppose that . We have where and contain only letters greater than . Consider the two row skew tableau with lower row and upper row , having maximum overlap (that is, with the rows partially slid over each other so as to make a skew tableau using the minimum total number of columns).
Suppose a letter moves from row to row during the computation of . This can only happen if the two rows start in the same column. This would be a two row tableau of partition shape, which we need never encounter when computing , yielding a contradiction. A letter can never move from row to row : to do so, right before the moves up the tableau must look like
[TABLE]
where we write for and for the moving “hole” in the jeu-de-taquin. This is a contradiction to semistandardness since there are exactly ’s (all in the upper row to the left of the hole) and ’s (all in the lower row with one of them located just below the hole) and all other letters are greater than .
The remaining case is . One must show that in passing from to no letter goes from the -th row to the -th. The proof is as in the previous case. ∎
Let
[TABLE]
For let be the row word such that and let , ,, be the tableaux of the same shapes as , , , such that
[TABLE]
Let
[TABLE]
It is straightforward to check that . Again, has a violation by Lemma 30 and by our choice of the map is an involution.
We now verify that is preserved. Let and . We have
[TABLE]
[TABLE]
Similarly . But so . Similarly . One now readily verifies .
4. On the catabolizable tableau conjecture of [OS]
In [OS] a tableau conjecture was given for the Kostka-Shoji polynomial for any quiver such that every vertex has in-degree at most one and out-degree at most one. This applies to the cyclic quiver. We explain how this conjecture holds when the above conditions intersect with the conditions of Theorem 6. In this section we assume the Lusztig data is even, periodic, Borel, but not necessarily concentrated at node . In particular let for all . Such Lusztig data is parametrized by : is repeated times, is repeated times, and is the sequence of single row partitions of the following sizes:
[TABLE]
Denote by the corresponding cyclic quiver Hall-Littlewood function and by its coefficient at , with defined analogously.
4.1. Single row catabolism
For a word (or tableau or multitableau) let be the number of times the letter appears in . For a tableau let denote the tableau with its first row (denoted ) removed. Similarly for let be the partition with its first part removed.
Given a multitableau , a node and nonnegative integer , we say that admits if . Suppose this is so: let for a row word . For define to be the multitableau with for , , and where is the Schensted -tableau (see §A.1). For we have a single tableau, , and .
Example 13*.*
Let , , , and given by
[TABLE]
Any multitableau admits . Applying this to , the first row is removed from the [math]-th tableau and is column inserted into the -th tableau.
[TABLE]
[TABLE]
The resulting multitableau admits . The first row is removed from the -th tableau, 5 of its ones are removed, and the rest of the word is column inserted into the [math]-th tableau:
[TABLE]
[TABLE]
Let be a multitableau of shape and an effective dimension vector. The -cascading catabolism of is defined by
[TABLE]
Of course this need not be defined as the requisite ones may not be present.
The multipartition can also be regarded as a sequence of effective dimension vectors . Say that the multitableau is -cascade catabolizable if for all and admits the composition of operators (which will necessarily produce the empty multitableau when applied to ). Here is acting on a multitableau containing letters through and is removing letters .
Let be the set of -cascade catabolizable multitableaux of shape .
Conjecture 14**.**
[OS]**
[TABLE]
Theorem 15**.**
Conjecture 14 holds when has the special form for some , that is, is empty for and is the partition .
In §4.2 we explain how Theorem 15 follows from Theorem 6.
Remark 10*.*
In the situation of Theorem 15
[TABLE]
The single-row rectangle special case of Corollary 8 is:
Corollary 16**.**
For
[TABLE]
where is the Kostka-Foulkes polynomial.
Remark 11*.*
In the special case that is also empty for so that for some , we have and the reduced Kostka-Shoji polynomial is the usual Kostka-Foulkes polynomial . This is a theorem of Shoji [Sho3].
4.2. Proof of Theorem 15
For a multitableau and positive integer define the dimension vector
[TABLE]
It remembers how many letters there are at the various vertices of a multitableau.
For dimension vectors define if .
Lemma 17**.**
Let . Then admits if and only if .
Proof.
To check this it is enough to assume that consists of only ones. Let consist of ones so that . Define by . By assumption, .
By induction on , one proves that is defined if and only if for and in that case, the resulting multitableau consists of empty tableaux at nodes [math] through , ones at node , and ones at node for . By induction the statement holds at , in which case it says that admits if and only if , in which case the result of is the empty multitableau. ∎
Lemma 18**.**
Suppose .
- (a)
* admits .* 2. (b)
Given let . Suppose admits . Then admits and
[TABLE]
Proof.
For (a) define for . Then and . By Lemma 17, admits .
Now let and be as in (b). By (a) admits . For a fixed let
[TABLE]
One may show by induction on that
[TABLE]
that is, is obtained from by putting more ones in the first row. Now consider . The final operators, and of and respectively, remove the first rows of and respectively, leaving behind the remaining tableaux and which now match, remove all ones from the first rows, making these row words equal, and then inserting this common row word into the equal [math]-th tableaux , resulting in the same multitableau at the end. ∎
Remark 12*.*
If then if and only if . In that case is a singleton, the unique multitableau of shape containing only ones.
Remark 13*.*
Lemmas 17 and 18 can be combined to give an alternative condition to -cascade catabolizability. is -cascade-catabolizable if and only if , , etc.
Let be the set of multitableaux of shape and weight .
Lemma 19**.**
For we have .
Proof.
This follows from Lemma 18. ∎
Since clearly also equals in the Borel case, we see that Theorem 15 is a consequence of Theorem 6 and Lemma 19.
Appendix A Tableau constructions
A.1. Knuth equivalence
Knuth equivalence on words is the transitive closure of the following relations, where and are words and are values satisyfing
[TABLE]
Lemma 20**.**
Let and be words. If then for all intervals .
The Ferrers diagram of a partition is the set of matrix-style pairs with . By a tableau we mean a semistandard tableau of some partition shape , a function which weakly increases along rows ( for ) and strictly increases down columns ( for ).
The reading word (denoted ) of a tableau is the word obtained by reading the rows of from left to right, starting with the bottom row and proceeding to earlier rows. We regard a tableau as a word in this manner.
Example 21*.*
[TABLE]
Theorem 22**.**
For every word (in symbols ) there is a unique tableau denoted , such that .
can be computed by Schensted’s row or column insertion algorithms [Sch].
A.2. Column insertion and RSK
For we say that is a horizontal strip if and the set difference (which we denote by ) has at most one box in each column.
Proposition 23**.**
[Sch]** Given and , there is a bijection sending to where is a row word with , is a tableau of shape , and is a tableau of some shape such that is a horizontal strip of size . It is uniquely specified by the condition .
The forward map is . We denote the inverse map by . These may be computed directly using Schensted column insertion and its reverse [Sch].
Given a tableau let be the subtableau of consisting of the entries of value at most . Iterating the above Lemma yields the following bijection.
Proposition 24**.**
[Sch]** There is a unique bijection (the column insertion Robinson-Schensted-Knuth correspondence)
[TABLE]
from sequences of row words to pairs of (semistandard) tableaux (with on the alphabet ) such that for all , . In particular for all .
We write for this bijection.
More generally suppose is a semistandard tableau of partition shape and is a sequence of row words. Define where and is the semistandard skew tableau defined by the sequence of partitions for . defines a bijection between pairs and where is a semistandard tableau of partition shape and is a semistandard skew tableau with such that .
The following is a reformulation of a theorem of D. White [Wh].
Let be the Yamanouchi tableau of shape , the unique tableau of shape and weight . For partitions say that the tableau is -compatible if .
Theorem 25**.**
Let with and let be a sequence of row words with . Then is the sequence of rows of a semistandard tableau of shape if and only if, for any tableau of partition shape, if then is -compatible.
Corollary 26**.**
For any , is the number of -compatible tableaux of shape .
Corollary 27**.**
[RW]** For a sequence of partitions , the product of Schur functions is a skew Schur function, associated with the skew shape obtained by placing the partitions up to from northeast to southwest. Thus for , is equal to the number of -compatible tableaux of shape .
Example 28*.*
The skew shape is pictured below.
[TABLE]
A.3. crystal graphs
Words in of a fixed length, form a type crystal graph. For such a word , view each (resp. ) in as a right (resp. left) parenthesis. After matching parentheses, the unpaired parentheses form a subword . Define and . If then is defined by replacing the unpaired subword by . If then is undefined. If then is defined by replacing the unpaired subword by . If then is undefined. The crystal reflection operator acts on a word by replacing the above unpaired subword by . The crystal graph is the directed graph (with edges colored by ) having a directed arrow colored from each to . For a fixed the components of the graph are directed paths called -strings. Along an -string all the letters other than and and also all the -paired letters, remain the same: only the substring of -unpaired letters changes. (resp. ) is the distance from to the beginning (resp. end) of its -string. If reference to is needed we will say that letters are -paired or -unpaired and so on.
Remark 14*.*
The set of (semistandard) tableaux of a fixed (partition) shape with entries in have a type -crystal graph structure induced by inclusion into the crystal graph of words by sending a tableau to its row-reading word: the crystal operators and stabilize the set of tableau words, those which are the reading words of tableaux. More generally the crystal operators preserve the set of tableaux of a fixed skew shape. The reason for these is that the crystal operators preserve the recording tableau of a word and the condition that a word be the reading word of a tableau of a fixed skew shape, is equivalent to saying that belongs to a given set of tableaux depending only on the skew shape [Wh].
Lemma 29**.**
Let be skew shapes and be semistandard tableaux with of shape . Let be a crystal reflection operator. Let where for all . Then is the reading word of a semistandard tableau of shape for all .
Proof.
This follows from Remark 14 since the word is the reading word of a tableau of a skew shape obtained by placing going from southwest to northeast on disjoint sets of northwest-southeast diagonals; see Example 28. ∎
Remark 15*.*
if since some must be -unpaired.
Lemma 30**.**
* is an involution on the set of words such that . It restricts to an involution on the set of tableaux of a given shape with .*
A.4. Dual crystal graph structure on -tuples of row words
Consider the set of -tuples of row words . It has a type crystal graph structure defined by acting on the column insertion RSK tableau. That is, we define
[TABLE]
For any , is defined by
[TABLE]
If then is defined by
[TABLE]
Given row words and define to be the maximum number of columns such that is the word of a tableau of shape where (resp. ) is the subword of the last letters of (resp. first letters of ).
Say that a word in the alphabet is Yamanouchi (resp. almost Yamanouchi) if for all (resp. .)
Proposition 31**.**
Let be a sequence of row words. Then the number of -pairs in is equal to . In particular, is a tableau word if and only if is Yamanouchi, and is a tableau word if and only if is almost Yamanouchi.
Proof.
Follows from Theorem 25. ∎
Proposition 32**.**
Let be an -tuple of row words and let .
- (1)
We have for and . 2. (2)
Say and have lengths and respectively. Then is the unique pair of row words such that such that has length and has length .
Example 33*.*
Let with and . The rows have sizes . We compute . The new rows should have sizes . This is computed by the two-row skew tableau jeu-de-taquin, which is known to preserve Knuth equivalence [LS]. To move one number from the top row to the bottom row, we put a hole after the end of the bottom row and swap it left and up while preserving semistandardness. The exchange path of the hole is highlighted.
[TABLE]
We do it again:
[TABLE]
The result is with and .
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