A DG-extension of symmetric functions arising from higher representation theory
Andrea Appel, Ilknur Egilmez, Matthew Hogancamp, Aaron D. Lauda

TL;DR
This paper extends symmetric functions via a higher representation theory approach, connecting algebraic structures to the cohomology of Grassmannians and introducing new differentials that relate to equivariant cohomology.
Contribution
It introduces a new DG-extension of symmetric functions from higher representation theory, linking algebraic structures to geometric cohomology.
Findings
Extended symmetric functions form a subalgebra of polynomial and exterior algebra
The algebra admits differentials making it a sub-DG-algebra of the extended nilHecke algebra
The ring with differentials is quasi-isomorphic to Grassmannian cohomology
Abstract
We investigate analogs of symmetric functions arising from an extension of the nilHecke algebra defined by Naisse and Vaz. These extended symmetric functions form a subalgebra of the polynomial ring tensored with an exterior algebra. We define families of bases for this algebra and show that it admits a family of differentials making it a sub-DG-algebra of the extended nilHecke algebra. The ring of extended symmetric functions equipped with this differential is quasi-isomorphic to the cohomology of a Grassmannian. We also introduce new deformed differentials on the extended nilHecke algebra that when restricted makes extended symmetric functions quasi-isomorphic to -equivariant cohomology of Grassmannians.
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A DG-extension of symmetric functions arising from higher representation theory
Andrea Appel
Department of Mathematics
University of Southern California
Los Angeles, CA
,
Ilknur Egilmez
Department of Mathematics
University of Southern California
Los Angeles, CA
,
Matthew Hogancamp
Department of Mathematics
University of Southern California
Los Angeles, CA
and
Aaron D. Lauda
Department of Mathematics
University of Southern California
Los Angeles, CA
Abstract.
We investigate analogs of symmetric functions arising from an extension of the nilHecke algebra defined by Naisse and Vaz. These extended symmetric functions form a subalgebra of the polynomial ring tensored with an exterior algebra. We define families of bases for this algebra and show that it admits a family of differentials making it a sub-DG-algebra of the extended nilHecke algebra. The ring of extended symmetric functions equipped with this differential is quasi-isomorphic to the cohomology of a Grassmannian. We also introduce new deformed differentials on the extended nilHecke algebra that when restricted makes extended symmetric functions quasi-isomorphic to -equivariant cohomology of Grassmannians.
Contents
- 1 The nilHecke algebra
- 2 The extended nilHecke algebra
- 3 The ring of extended symmetric polynomials
- 4 Solomon’s Theorem
- 5 Differentials
One of the most fundamental objects in higher representation theory is the nilHecke algebra [Lau08, Rou08, KL09]. This object is the most basic ingredient in categorified quantum groups and is intimately related to the geometry of flag varieties and Grassmannians [KK86, Lau12]. The nilHecke algebra admits a faithful action on the polynomial ring, further relating it to the combinatorics of symmetric functions and Schubert polynomials.
The categorification, or higher representation theory, perspective has demonstrated that extensions or alternative categorifications of quantum groups often have parallel implications in geometry and combinatorics. As an example, one motivation for studying the odd (spin/super) nilHecke algebra [KW08, Wan09, EKL14, KKO13] was an attempt to supply a representation theoretic explanation for the appearance of “odd Khovanov homology” – a distinct link homology theory with similar properties to Khovanov homology. The odd nilHecke algebra shared many of the relationships of the usual nilHecke algebra, including connections to a new noncommutative Hopf algebra of symmetric functions with strikingly similar combinatorics [EK12]. The odd nilHecke algebra gave “odd” noncommutative analog of the cohomology of Grassmannians and Springer varieties [LR14, EKL14]. All of these developments grew out of the discovery of an odd analog of the nilHecke algebra.
Recently, Naisse and Vaz [NV16] have introduced an extension of the nilHecke algebra that we refer to as the extended nilHecke algebra. This algebra arose in the study of a fundamental issue in higher representation theory. The problem was the fact biadjointness for and in the definition of categorified quantum groups [KL10, Rou08] implied that it was only possible to categorify finite dimensional modules; in particular, categorical analogs of Verma modules were inaccessible within the existing theory. Naisse and Vaz overcame this issue in the case of , by omitting the biadjointness condition, enhancing the nilHecke algebra to the extended nilHecke algebra, and altering the main -relation to a short exact sequence, rather than a direct sum decomposition. This work allowed for the first categorification of Verma modules and may be an indication of the way forward in higher representation theory.
Given the importance of the extended nilHecke algebra in categorifying Verma modules, this article investigates the combinatorial implications of this algebra. We define analogs of symmetric functions arising from the extended nilHecke algebra that we call extended symmetric functions. We construct families of bases for these algebras and investigate their combinatorial properties. Extending the work of Naisse and Vaz, we show that the ring admits a family of differentials such that is a sub-DG-algebra of the extended nilHecke algebra. Additionally, we show that the extended nilHecke algebra with its differential is isomorphic to the Koszul complex associated to a regular sequence of central elements in . Restricting to gives a DG-algebra which is quasi-isomorphic to the cohomology ring of a Grassmannian . The algebra has been independently discovered by Naisse and Vaz using different techniques [NV17b].
Our work facilitates an explicit realization of the extended nilHecke algebra as a matrix ring of size over its center, the ring of extended symmetric functions. This identifies the ring with the center of the DG-algebra . The importance of the explicit isomorphism as a matrix ring over a positively graded algebra is that it allows us to define primitive idempotents decomposing the identity . This implies has a unique graded indecomposable supermodule up to isomorphism and grading shift. Using this fact, we prove that the family of extended nilHecke algebras , taken for all , categorifies the bialgebra corresponding to the positive part of the quantized universal enveloping algebra of , suggesting that the extended nilHecke algebra likely fits into a similar extension of KLR-algebras categorifying for symmetrizable Kac-Moody algebras.
We also define new deformed differentials on in section 5.3. The deformed differentials also restrict to and the resulting cohomology of is generically isomorphic to the -equivariant cohomology of a Grassmannian.
Let us point out more clearly the relation between our work and [NV16]. In loc. cit., Vaz-Naisse define bigraded algebras () and bigraded bimodules , . These bimodules generate a 2-category which categorifies the Verma module for quantum with generic highest weight. In this context, the extended nilHecke algebra arises as the ring of bimodule endomorphisms of , or equivalently . Our work provides an idempotent decomposition of (respectively ) as a direct sum of copies with shifts of a bimodule (respectively ), thereby paving the way for a “thick calculus” version of the Vaz-Naisse 2-category, similar to what was accomplished in [KLMS12]. In this context, the ring of extended symmetric functions appears as the ring of endomorphisms of and . It occurs that the resulting endomorphism ring is isomorphic to , so that and may be more appropriately referred to as trimodules over . We remark that all of the above is compatible with the differentials in the appropriate sense. See 5.4 for more.
Finally, we mention an interpretation of the algebraic structures appearing in this subject in terms of Khovanov-Rozansky homology, both the doubly graded version [KR08a] and the triply graded HOMFLY-PT version [KR08b]. The cohomology rings of Grassmannian can be thought of as the homology of the -colored unknot [Wu14, Yon11], while the ring of extended symmetric functions can be thought of as the HOMFLY-PT homology of the -colored unknot [WW09]. The Koszul differential considered here and in [NV16] is then a special case of Rasmussen’s differential [Ras15]. We expect that the trimodules and appear in this setting as the homologies of certain MOY diagrams, namely the colored theta graphs. This is likely to be related to the point of view adopted by Vaz and Naisse in [NV17a].
Acknowledgements
We would like to thank David Rose for helpful conversations on deformed differentials and Weiqiang Wang for pointing out the connection between extended symmetric functions and the work of Solomon. All authors would like to acknowledge partial support by NSF grant DMS-1255334. This project grew out of a NSF CAREER sponsored vertically integrated Categorification learning seminar at the University of Southern California.
1. The nilHecke algebra
Many of our constructions for the extended nilHecke algebra build off of results for the usual nilHecke algebra and its action on polynomials. Here we recall the relevant results.
1.1. The definition
Recall the nilHecke algebra defined by generators for and for and relations
[TABLE]
It is not hard to prove that these relations imply
[TABLE]
for all .
Given any element and a reduced decomposition into simple transpositions we write . The axioms ensure this definition does not depend on the choice of reduced expression. We write for the longest word in the symmetric group and for the corresponding product of divided difference operators.
The algebra acts on the polynomial ring with acting by multiplication by and given by divided difference operators
[TABLE]
We recall several important facts relating to the nilHecke algebra and its action on polynomials.
- •
The ring of symmetric functions can be realized strictly in terms of the divided difference operators
[TABLE]
- •
The additive basis of given by Schur functions can be defined using the nilHecke algebra action on polynomials via
[TABLE]
for a partition with parts.
- •
For define the Schubert polynomials of Lascoux and Schützenberger [LS82] as
[TABLE]
where is the permutation of maximal length and . In case , we have .
- •
We have
[TABLE]
Indeed, if , then since divided difference operators are -linear. Conversely, if , then for , hence .
- •
The polynomial ring is a free module over of rank [Man01, Proposition 2.5.5 and 2.5.5]. In particular, multiplication in induces a ring isomorphism where is equivalently the abelian subgroup spanned by either of the sets or .
The last statement allows us to identify as the matrix ring of size with coefficients in the ring . The ring is graded with . Taking grading into account, it follows that there is an isomorphism of graded rings , where are the symmetric quantum factorials [Lau08, Proposition 3.5].
The action of on defines a graded ring homomorphism
[TABLE]
It was shown in [Lau08, Proposition 3.5] that is an isomorphism of graded rings. We recall an alternative proof from [KLMS12] Section 2.5 that we translate into algebraic language from the so-called “thick calculus”.
For any composition write . We write . The set of sequences
[TABLE]
has size . Let , and set . Define a composition with -parts by
[TABLE]
Let denote the th elementary symmetric polynomial in variables. The standard elementary monomials are given by
[TABLE]
Define elements in by
[TABLE]
Theorem 1.1** ([KLMS12]).**
- (1)
For all in , . 2. (2)
The set form a complete set of mutually orthogonal primitive idempotents in . 3. (3)
The identity element decomposes as
[TABLE] 4. (4)
Enumerate the rows and columns of -matrices by the elements . There is an isomorphism of graded algebras
[TABLE]
sending an element in the entry to the element .
The nilHecke algebra is the simplest example of a KLR-algebra, corresponding to the Lie algebra . The results above are critical in the categorification of positive parts of quantized universal enveloping algebras via KLR-algebras [KL09, KL11, Rou08]. Another important construction from categorified representation theory is the so-called cyclotomic quotients of KLR-algebras. These are used to categorify irreducible representations of .
For each define the cyclotomic ideal of as the two sided ideal generated by ,
[TABLE]
We define the cyclotomic quotient by . We have the following results.
- •
The isomorphism from (1.11) induces an isomorphism [Lau12, Proposition 5.3]
[TABLE]
where is the cohomology ring of the Grassmannian of complex -planes in .
- •
The categories of graded projective modules over categorify [LV11, KK11, Web13] the irreducible representation of highest weight .
2. The extended nilHecke algebra
2.1. The definition
The extended nilHecke algebra , first defined in [NV16], is a graded superalgebra with even generators and , and odd generators satisfying equations (1.1) and the following relations
[TABLE]
For each fixed integer the algebra admits a -grading with
[TABLE]
For each fix a reduced expression. A basis for the superalgebra is given in [NV16] by the set of elements
[TABLE]
and .
Remark 2.1**.**
In [NV16] they consider an additional grading for their application to categorical Verma modules. Here we ignore this additional grading.
2.2. Action on polynomials
Define the extended polynomial ring
[TABLE]
There is an action of on defined by letting and act by left multiplication and letting act by extended divided difference operators
[TABLE]
These operators are extended to arbitrary polynomials by the rule
[TABLE]
for all .
2.3. Differentials
Recall that a differential graded algebra (or DG-algebra) is a -graded unital algebra with which is degree -1 satisfying
[TABLE]
A left DG-module is a graded left -module with differential such that for all , ,
[TABLE]
For each , define a differential on by
[TABLE]
where denotes the set of variables . Note the ordinary nilHecke algebra is in the kernel of this differential for all . Furthermore, . By [HL10, Proposition 2.8] it follows is contained in the cyclotomic ideal from (1.12).
Theorem 2.2** ([NV16] Proposition 8.3).**
The DG-algebra is quasi-isomorphic to the cyclotomic quotient of the nilHecke algebra .
3. The ring of extended symmetric polynomials
3.1. Definition
3.1.1. Preliminary definition
The action of on the extended polynomial ring gives rise to a homomorphism
[TABLE]
By analogy with the case of symmetric polynomials, we define the ring of extended symmetric polynomials as
[TABLE]
3.1.2. Action of the symmetric group on
The standard action of the symmetric group on the polynomial ring lifts to an action on . Namely, one sets
[TABLE]
for any , , and extends it to by for any . With respect to this action, the operators coincide with the standard divided difference operators:
[TABLE]
In particular, (2.4) reduces to the standard Leibniz rule for divided difference operators
[TABLE]
It follows that coincides with the subalgebra of –invariants .
We now provide an explicit description of and . The general case is discussed in 3.2 and 3.4.
Remark 3.1**.**
The algebra is endowed with another, more natural action of the symmetric group (which on the other hand does not extend to an action of ). Namely, for any , one can set . The corresponding subalgebra of –invariants is described by Solomon in [Sol63], see also [Kan01, Chapter 22]. In Section 4, we discuss the connection between these two actions and their invariants.
3.1.3. Case
The algebra is a free module of rank over . Then it is easy to see that an element
[TABLE]
if and only if
[TABLE]
or equivalently , , and . The general solution to the equation has the form , where , , and
[TABLE]
Therefore for any choice of such that , if and only if has the form
[TABLE]
for some . In particular, is a free module of rank over with basis , where is any solution of . Particular choices of are .
3.1.4. Case
The algebra is a free module of rank over . Then
[TABLE]
if and only if , , , , , , and
[TABLE]
It is easy to show that the general solution of the system has the form
[TABLE]
where and are any solution of
[TABLE]
Similarly for .
We conclude that is a free module over of rank with basis
[TABLE]
where are any solution of
[TABLE]
Particular choices of solutions of the above system are , , , and .
3.2. The size of extended symmetric functions
We now discuss the general case for .
3.2.1. Notations
For any binary sequence , set . Then
[TABLE]
The action of is concisely described by the formula
[TABLE]
For and , set
[TABLE]
so that, in particular,
[TABLE]
For , let be the subset of strings of length
[TABLE]
endowed with the following partial ordering . We say that if there exists a sequence in
[TABLE]
where and for any , and for some . Let be, respectively, the highest and lowest element in ,i.e. if and only if and if and only if .
3.2.2. Grassmannian permutations
A Grassmannian permutation is a permutation with a unique descent. In other words there exists such that if and .
The Grassmannian permutations with descent are in canonical bijection with elements in , as we now describe. Let be given. Let be the indices such that , and let be the indices such that . Define by
[TABLE]
More concisely, is the unique minimal length permutation which sends
[TABLE]
In particular, . Note that is a minimal length representative of a coset in .
For every , , has a unique descent at , and it is therefore Grassmannian. Conversely every Grassmannian permutation arises in this way.
3.2.3. Lehmer codes and partitions
Recall that the Lehmer code of a permutation is the composition , where
[TABLE]
We write for the partition obtained by sorting into decreasing order. In particular, the Lehmer code of the Grassmannian permutation , , is given by
[TABLE]
More concretely, if , is the number of ones which appear to the left of the -th zero of , and otherwise. In particular, , and for . The partition corresponding to is then
[TABLE]
where for every (we impose ). Notice that has at most non zero terms. In fact, one sees immediately that the biggest possible size of the tableau of shape , , is . The conjugate partition is
[TABLE]
3.2.4. Examples
For any , set and . We sometimes write . It may be helpful to visualize these elements
[TABLE]
where diagrams are read from bottom to top. Then it is easy to see that
[TABLE]
and, for any , is a subword of .
3.2.5. Main result
The rest of this section is devoted to prove the following
Theorem 3.2**.**
- (i)
The ring of extended symmetric polynomials is a free module over of rank . 2. (ii)
For any collection of polynomials satisfying
[TABLE]
there is an isomorphism of –modules
[TABLE] 3. (iii)
Multiplication in induces a ring isomorphism
[TABLE] 4. (iv)
Multiplication in induces a ring isomorphism , where is the subspace spanned by either of the sets or . This gives rise to a canonical ring isomorphism
[TABLE]
Remark 3.3**.**
In 3.4 we construct examples of satisfying (3.3), for each .
The proof is carried out in 3.2.6–3.2.8.
3.2.6. First characterization of
Proposition 3.4**.**
Let . The following are equivalent.
- (i)
** 2. (ii)
For every ,
[TABLE] 3. (iii)
For every ,
[TABLE]
Proof.
Clearly, and are equivalent. Now, let , . For every ,
[TABLE]
Therefore if and only if, for every ,
[TABLE]
Finally, one observes that for every , . Therefore, and is equivalent to . ∎
3.2.7. Simplification
The system of equations (3.5) preserves , i.e. there are independent sets of equations, for ,
[TABLE]
Let be, as before, the highest and lowest element in with respect to . Then it follows from (3.5) that and, for every ,
[TABLE]
In particular, any solution of (3.5) is determined by the elements , . More specifically, we have the following
Corollary 3.5**.**
Let with and . Then if and only if, for any , the elements satisfy
- (i)
; 2. (ii)
for every , .
Proof.
Note that if , then . Thus, the necessity of conditions and are easy consequences of condition (iii) of Proposition 3.4.
Now we show that and are sufficient conditions for membership . Fix , and suppose is given and satisfies . Define for all , and set . We must show that whenever . Let be the longest element of . By , is symmetric in the first variables and the last variables. It follows that for some polynomial . This is a straightforward generalization of the fact that , and follows easily from properties of the nilHecke algebra.
From the definition of , it is clear that
[TABLE]
if and only if . Thus, if , then
[TABLE]
by properties of the divided difference operators. This completes the proof. ∎
3.2.8. Proof of Theorem 3.2
Corollary 3.5 gives us a map of -modules defined by
[TABLE]
Clearly is injective, since can be recovered as the coefficient of in . By Corollary 3.5, surjects onto the component of consisting of elements which are degree in the exterior variables . Since the dimension of over is , statement of Theorem 3.2 follows.
Now, let be a solution of (3.3) and set
[TABLE]
By 3.5, the elements belong to and they are linearly independent, since they are triangular with respect to . By a dimension argument this induces an isomorphism of –modules
[TABLE]
This proves Theorem 3.2 .
For , suppose we have chosen elements
[TABLE]
for . Since these elements are degree 1 in the exterior variables, we have
[TABLE]
for every . Given the triangularity of with respect to , the resulting map of rings
[TABLE]
is clearly injective. Extending linearly in gives an injective map of -algebras
[TABLE]
By a dimension argument, is surjective, and we obtain .
Finally, extending (3.6) by –linearity gives a –algebra homomorphism
[TABLE]
which we claim is an isomorphism. Namely, the homomorphism is induced by the nilpotent matrix with coefficients in such that
[TABLE]
This determines the inverse to (3.7). Applying the classical identification , we get a ring isomorphism
[TABLE]
In particular, is a free module of rank over and there is a canonical isomorphism
[TABLE]
which completes the proof of Theorem (3.2).
3.3. Structure of the extended nilHecke algebra
The above analysis of also has consequences for . Recall that denotes the permutation .
Proposition 3.6**.**
Let be polynomials of degree such that , and set as in Theorem 3.2. Then there is an isomorphism of algebras
[TABLE]
The induced action on is the standard action of on , tensored with the exterior algebra. Consequently,
[TABLE]
where acts on by right multiplication.
Note that is graded commutative, hence in order for left multiplication by on to honestly commute with the action of (as opposed to commutativity up to sign), it is necessary to choose the right action of on in (3.8).
Proof.
By definition contains and as subalgebras. Tensoring the inclusion maps gives us an algebra map
[TABLE]
By Theorem 3.2, we know that , hence the above reduces to an algebra map
[TABLE]
As a -module, the right hand side is isomorphic to . From the definitions, it is clear that the are unitriangular with respect to the , hence the above algebra map is an isomorphism. This proves the first statement. The statement regarding the action on is easily verified. Finally (3.8) follows by combining the standard fact that together with Theorem 3.2, which states that is free of rank over . ∎
As an immediate corollary we have the following analogue of the usual fact that .
Corollary 3.7**.**
* is isomorphic to the graded center of as graded algebras.∎*
Here, the graded center of a graded algebra is the subset consisting of homogeneous elements such that for every homogeneous .
3.4. Bases of
We now discuss some explicit examples of bases of . We adopt the following criteria. From Theorem 3.2, a basis of is determined by any family of elements satisfying
[TABLE]
This allows to construct a ring isomorphism
[TABLE]
where
[TABLE]
Any such collection will be referred to as an exterior basis of .
3.4.1. Schubert polynomials
The first example we discuss involves the use of Schubert polynomials. Recall that the Schubert polynomials , with , are a collection of polynomials indexed by elements of and characterized by the following conditions:
- (i)
; 2. (ii)
for every
[TABLE]
More explicitly, one can check that
[TABLE]
3.4.2. Schubert polynomials and
The above characterization implies immediately the following
Proposition 3.8**.**
The elements , , are a solution of (3.9). In particular, the elements
[TABLE]
define an exterior basis of .
Proof.
It is clear from the definitions that satisfy (3.9). The proposition follows by an application of Theorem 3.2. ∎
It is interesting to observe that the Schubert polynomials allow to define a solution to the full system (3.3). Specifically, for every , we can set . Then, it is easy to see that ,
[TABLE]
for every . Therefore, we get extended symmetric polynomials
[TABLE]
In fact, these are exactly the elements of the standard basis of .
Proposition 3.9**.**
The standard basis of has the following description. For any ,
[TABLE]
The proof will be carried out in 3.4.3, 3.4.4 and 3.4.5.
3.4.3. Determinantal identities
In what follows we will make use of the following result, relating Schubert polynomials of Grassmannian permutations to Schur functions.
Proposition 3.10** (Proposition 2.6.8[Man01]).**
If is a Grassmannian permutation, and if is its unique descent, then
[TABLE]
where is the Schur function in the variables corresponding to the partition .
Example 3.11**.**
- (1)
If , then has a unique descent at position . The Lehmer code is and the corresponding partition . Hence, . 2. (2)
More generally, if and , then is a Grassmannian permutation with a unique descent in position . The corresponding partition and . 3. (3)
The permutations have a unique descent at position . The Lehmer code for has and for . It follows that . 4. (4)
Generalizing all of the previous examples, has a unique descent at , and .
Recall that Schur functions satisfy the second Jacobi–Trudi identity: for every partition of length
[TABLE]
where is conjugate to . The proof of Proposition 3.9 relies on the following
Lemma 3.12**.**
For any , let and be, respectively, the corresponding sequence of indices and the partition defined in 3.2.2. Then
[TABLE]
Moreover,
[TABLE]
Example 3.13**.**
The result of Lemma 3.12 is addressing the following phenomenon. Set and consider the permutation . In this case we get
[TABLE]
On the other hand, has a unique descent at , its partition is , its conjugate is , and, by second Jacobi–Trudi identity,
[TABLE]
These coincide when we input the set of variables , namely
[TABLE]
3.4.4. Proof of Lemma 3.12
The first statement is immediate. Namely, the second Jacobi–Trudi identity for reads
[TABLE]
since
[TABLE]
To prove the second statement, we proceed by induction on . For there is nothing to prove. For , consider the expansion of
[TABLE]
along the last row, i.e.
[TABLE]
where is the signed minor of the matrix obtained by removing the last row and the th column. By induction, depends exclusively on the variables , and
[TABLE]
Applying the usual recursive relation for elementary symmetric functions
[TABLE]
we get
[TABLE]
Now we observe that
[TABLE]
since it describes the determinant of a matrix with two equal rows. By iterating this process we get
[TABLE]
3.4.5. Proof of Proposition 3.9
Let be the unipotent lower triangular matrix
[TABLE]
for any . The elements satisfy , where . In particular, their wedge product can be written in terms of minors of . More specifically, for every ,
[TABLE]
where is the minor of corresponding to the rows identified by and the columns identified by .
Proposition 3.14**.**
For every , , . In particular, .
Proof.
Since is a Grassmannian permutation with descent at , it follows from Lemma 3.12
[TABLE]
and
[TABLE]
Moreover, since the elements are –invariant, so is . Hence the coefficients satisfy
[TABLE]
and therefore
[TABLE]
∎
This concludes the proof of Proposition 3.9.
Remark 3.15**.**
It follows from the discussion above that the Schubert exterior basis of is more concisely described in terms of elementary functions. It will be convenient to reindex these elements. Henceforth, we will adopt the following notation
[TABLE]
3.4.6. Dual Schubert polynomials
Our second example of a basis for relies on the notion of dual Schubert polynomials.
Proposition 3.16** ([Man01] Proposition 2.5.7).**
There is a -bilinear form on defined by . With respect to this form the dual basis to the Schubert polynomials are given by
[TABLE]
The dual Schubert polynomials are characterized by the following conditions:
; 2.
for every
[TABLE]
This follows directly from the characterization of the Schubert polynomials in 3.4.1 and from the relation
[TABLE]
In particular, we get the following result, dualizing Proposition 3.8.
Proposition 3.17**.**
The elements , , are a solution of (3.9). In particular, the elements
[TABLE]
define an exterior basis of .∎
In 3.11, we showed that the Schubert polynomials involved in the exterior basis of are elementary symmetric functions, namely,
[TABLE]
The dual Schubert polynomials are, instead, naturally described by complete symmetric functions. By definition, we have
[TABLE]
since . The permutation is still a Grassmannian permutation, whose unique descent is at and whose partition is conjugate to that of . Therefore
[TABLE]
and
[TABLE]
In particular, the relation reads
[TABLE]
providing a different proof of [AH15, Prop. 5.4].
As in the Schubert case, one observes that the dual Schubert polynomials give a solution of (3.3). Namely, one can set . Then ,
[TABLE]
for every and . It follows that there are elements in
[TABLE]
which satisfy, in analogy with 3.9, .
Remark 3.18**.**
It follows from the discussion above that the dual Schubert exterior basis of is concisely described in terms of complete functions. As before, it will be convenient to reindex these elements. Henceforth, we will adopt the following notation
[TABLE]
3.4.7. A family of bases for
We now describe a collection of bases of which interpolates between the Schubert basis 3.4.1 (described in terms of elementary symmetric functions) and the dual Schubert basis 3.4.6 (described in terms of complete symmetric functions).
Recall that the elementary symmetric functions satisfy the relation
[TABLE]
For every , set
[TABLE]
Proposition 3.19**.**
For every choice of , the elements , , are a solution of (3.9). In particular, the elements
[TABLE]
define an exterior basis of .
Proof.
Since for every and , we have
[TABLE]
Therefore,
[TABLE]
for every and . The result follows. ∎
This basis interpolates between 3.4.1 and 3.4.6. Specifically, for ,
[TABLE]
and we obtain the Schubert exterior basis 3.4.1. Instead, for ,
[TABLE]
and we obtain the dual Schubert exterior basis 3.4.6. Indeed, more precisely, we have, for any ,
[TABLE]
Example 3.20**.**
Set , then we have
[TABLE]
In particular, the Schubert exterior basis of is
[TABLE]
Instead, the dual Schubert exterior basis is
[TABLE]
Other possible choices are obtained replacing or with
[TABLE]
corresponding to the choice in 3.4.7.
3.4.8. Other bases
We conclude this section with two more examples.
- (i)
Power functions. One can consider power symmetric polynomials and set
[TABLE]
On the other hand,
[TABLE]
Therefore it simply gives back the description in terms of complete symmetric functions.
- (ii)
Symmetrizers The easiest example, although computationally most expensive, is obtained by full symmetrization of the exterior variables , i.e. for every , set
[TABLE]
3.5. Combinatorial identities
The following results give the relationship between and (see Remarks 3.15 and 3.18), where
[TABLE]
We use the following identity between elementary symmetric polynomials and complete homogeneous symmetric polynomials to prove the next proposition:
Lemma 3.21**.**
[TABLE]
Proof.
Using standard facts about elementary and complete symmetric functions we have
[TABLE]
∎
Proposition 3.22**.**
For any , we have
[TABLE]
Proof.
Using the definition of we have
[TABLE]
where the third equality follows from Lemma 3.21 and the last step comes from change of variables. ∎
4. Solomon’s Theorem
4.1. Superpolynomials and superinvariants
Fix an integer . Let denote a set of formal even variables , and let denote a set of formal odd variables . Here “odd” means that these variables are assumed to anti-commute amongst themselves and square to zero. Thus, is short-hand for the superpolynomial ring
[TABLE]
We make this ring bigraded by declaring that and .
The symmetric group acts on by algebra automorphisms, defined by permuting indices: and . Note that this action preserves the bidegree.
Theorem 4.1** (Solomon [Sol63]).**
For any family of algebraically independent generators of ,
[TABLE]
In particular,
[TABLE]
where is the -th elementary symmetric polynomial, and is to be interpreted in the usual manner for functions:
[TABLE]
Note that and .
Remark 4.2**.**
The mapping extends to a degree differential . This is the usual exterior derivative on polynomial differential forms.
4.2. Action of the extended nilHecke algebra
Taking a cue from higher representation theory, we would like to consider divided difference operators acting on superpolynomials. Unlike in the case of ordinary polynomials, here it is necessary to introduce rational functions in the variables . So, let for , let , and consider the algebra . Note that this algebra is bigraded, with .
We have the divided difference operators defined in the usual way
[TABLE]
It follows from Solomon’s theorem that for any tuple of algebraically independent generators of the subalgebra is closed under the action of the divided difference operators.
Consequently, is a module over the extended nilHecke algebra. We wish to compare this module with the polynomial representation of the extended nilHecke algebra considered earlier. This representation can be described as follows. Let be a set of formal odd variables, with bidegree
[TABLE]
The superpolynomial ring admits an action via for all , together with
[TABLE]
Note that the action preserves the bidegree. The actions of and determines uniquely that of .
Note that the graded dimensions of and coincide. Thus, it is natural to hope for a bidegree preserving isomorphism of -modules . Note that equivariance with respect to the action is equivalent to linearity with respect to , together with equivariance with respect to .
4.3. Preliminary computations
We say that a tuple is admissible if , , and for any , where and . This implies, in particular, that the matrix is upper triangular and invertible.
We introduce the following operators. For any ring and any , let be the linear operator on defined by
[TABLE]
and let be the linear operator on defined by 111In other words, gives back the th column of in th position, while gives back the th row of in position .
[TABLE]
The following lemma gives a characterization of admissible tuples in terms of the corresponding matrices, obtained through divided difference operators.
Lemma 4.3**.**
- (i)
If is an admissible tuple, then satisfies for any . 222The action of the divided difference operator is defined entrywise. 2. (ii)
For any invertible such that for , and , the tuple is admissible and .
Proof.
follows immediately from the fact that and therefore
[TABLE]
Let now be a solution of . Then, for any , and , . Moreover,
[TABLE]
Finally, since and is invertible, it follows that . Therefore is admissible. This proves . ∎
We now consider the following situation. Let be two sets of algebraically independent elements in such that , , and let be the invertible matrix defined by the relation
[TABLE]
Note that, necessarily, .
Lemma 4.4**.**
Any two of these equations imply the third:
- (a)
; 2. (b)
; 3. (c)
.
Proof.
We first show that, if , then
[TABLE]
One easily checks that, since
[TABLE]
it follows . Now, from (4.1), one gets
[TABLE]
Therefore, (4.1) follows from the invertibility of .
It remains to show that, if and , then . From (4.2),
[TABLE]
Denote by the column vectors of . Since the component of are algebraically independent over , the equation implies
[TABLE]
and therefore . ∎
4.4. –equivariant isomorphisms
Let be a set of algebraically independent generators of , with , an admissible tuple and set .
Proposition 4.5**.**
For any choice of and , there is a unique –linear algebra homomorphism
[TABLE]
defined by the relation . Moreover, is injective, –equivariant, and degree preserving.
Proof.
Since is admissible, the matrix is invertible and the algebra homomorphism is uniquely determined by the condition and linearity in .
The injectivity of follows from the invertibility of and the algebraic independence of the elements and .
The –equivariance follows from –linearity and Lemmas 4.3, 4.4. Namely, since is admissible, it follows from Lemma 4.3 that . Then, since and , it follows from Lemma 4.4 that , which is equivalent to
[TABLE]
and implies the –equivariance of . The –equivariance follows. Finally, the fact that preserves the degree is a straightforward check. ∎
The construction of the homomorphism allows us to compare the description of the –invariants in from Theorem 3.2 and that of the –invariants in from Solomon’s Theorem. We obtain the following
Corollary 4.6**.**
The homomorphisms restricts to a canonical identification of –invariants. More specifically, there is a commutative diagram
[TABLE]
where denotes the change of –basis defined by and the vertical arrows send to .
4.5. Example
Let be the admissible tuple with , and let be the corresponding matrix. In particular,
[TABLE]
It is easy to see that the homomorphism is defined by
[TABLE]
Similarly, let be the admissible tuple with , and let be the corresponding matrix. In particular,
[TABLE]
and the homomorphism is defined by 333 Both computations follow easily from the relation between the generating series of elementary and complete functions. More specifically, for , one has
In particular, comparing the coefficients of , we get
which implies that the entries of are the polynomials . Similarly for .
[TABLE]
5. Differentials
In this section we show that the differential on defined in section 2.3 restricts to the ring of extended symmetric functions . We identify the resulting DG-algebra as the Koszul complex associated to a certain regular sequence of symmetric polynomials in , whose cohomology is isomorphic to the cohomology ring of a Grassmannian. We also define new deformed differentials on in section 5.3. The deformed differentials also restrict to and the resulting cohomology of is related to -equivariant cohomology of a Grassmannian.
5.1. The standard differential
Recall that admits a differential for each , defined by
[TABLE]
for all , together with the Leibniz rule. Consequently, is linear with respect to the subalgebra . The following states that is a DG-subalgebra of in a natural way.
Proposition 5.1**.**
The differential restricts to a differential on .
Proof.
The subset can be characterized as the set consisting of those elements such that for all divided difference operators . On the other hand is -linear, so
[TABLE]
if . ∎
Example 5.2**.**
Let us consider the differential of . We will see that lands in , by direct computation. Recall from Remark (3.18) that for
[TABLE]
Then the differentials are computed as follows.
[TABLE]
The last equality comes from the following observation:
[TABLE]
Similarly
[TABLE]
Similar to the above argument, the last equality follows from the observation:
[TABLE]
Before we compute in general, we need the following result on symmetric functions.
Lemma 5.3**.**
Let denote the complete homogeneous symmetric polynomial of degree in variables , for . Then for any and
[TABLE]
Proof.
For any , , and
[TABLE]
The exponent of each monomial in above sum is an tuple where
[TABLE]
As varies in the range these exponents exhaust uniquely all monomials appearing in .
∎
5.2. Koszul complex
Let be a commutative ring, and let be given elements. The Koszul complex associated to is the DG algebra
[TABLE]
with -linear differential uniquely characterized by together with the graded Leibniz rule. For the purposes of the Leibniz rule, the grading places in homological degree zero, and each in homological degree .
Proposition 5.4**.**
As a DG-algebra, is isomorphic to the Koszul complex associated to ().
Proof.
By Theorem 3.2 we know that , where are determined by any choice of such that . For the purposes of computing the differential, it is especially convenient to work with the choice of as constructed in 3.4.6. In this case the resulting elements are given by
[TABLE]
We know that the differential is linear with respect to the subalgebra (this follows from and the Leibniz rule), hence to prove the Proposition we need only show that . Compute:
[TABLE]
where the last equality follows from lemma 5.3. ∎
A sequence of elements is called a regular sequence if
- •
is not a zero divisor.
- •
is not a zero divisor in for all .
If is regular, then the associated Koszul complex has cohomology only in degree zero, where it is isomorphic to . Said differently, if is a regular sequence then the canonical projection is a quasi-isomorphism.
Corollary 5.5**.**
The DG-algebra is quasi-isomorphic to the cohomology ring .
Proof.
The sequence is a regular sequence, see for example [Wu14, Proposition 7.2]. Thus, the cohomology of the associated Koszul complex is isomorphic to the quotient , which is known to be isomorphic to . ∎
5.3. Deformed differentials
5.3.1. Deformed cyclotomic quotients
The cyclotomic quotients of the nilHecke algebra, and KLR algebras more generally, admit deformations called deformed cyclotomic quotients defined in [Web10]. For us the most relevant reference is [RW15, Section 3.2].
Let be given, and let denote the root multiset consisting of pairwise distinct complex numbers corresponding to the roots of the polynomial
[TABLE]
with multiplicities . For each define the deformed cyclotomic ideal associated to is the ideal of defined by
[TABLE]
where we take . We define the deformed cyclotomic quotient
[TABLE]
In [RW15, Section 3.2] it is shown that the deformed cyclotomic quotient rings are isomorphic to matrix rings of size with coefficients in the -equivariant cohomology ring with equivariant parameters equal to . We denote this specialization by . If the parameters are left generic, then the center of the deformed cyclotomic quotient is just the -equivariant cohomology itself [Wu12, Theorem 2.10].
Theorem 5.6** (Theorem 13 [RW15]).**
There is an algebra isomorphism
[TABLE]
We will realize both the deformed cyclotomic quotient and the rings within the context of the extended nilHecke algebra. For these realization we make use of the following lemma.
Lemma 5.7**.**
The following identities hold in
- (1)
For any ,
[TABLE] 2. (2)
For any ,
[TABLE] 3. (3)
For any ,
[TABLE] 4. (4)
For any ,
[TABLE]
Proof.
The first claim follows from (1.2). This implies
[TABLE]
proving the second claim. For the third identity use nilHecke relations (1.1) and the second identity,
[TABLE]
The last claim is proven by induction. Using nilHecke relations (1.1) we have
[TABLE]
The induction step is identical to Proposition 2.8 in [HL10]. ∎
5.3.2. Deformed differentials
Let denote the root multiset corresponding to the roots and multiplicities of the polynomial (5.2). To each define a differential on , which we call deformed differential, by
[TABLE]
Proposition 5.8**.**
The map satisfies the relations
- (1)
** 2. (2)
**
for all .
Proof.
The first identity holds since is symmetric in and . For the second identity we compute
[TABLE]
Similarly,
[TABLE]
Therefore,
[TABLE]
and the result follows using (1.2). ∎
Corollary 5.9**.**
The deformed differential defines a degree differential on .
Proof.
The only nontrivial relations to verify are proven in Proposition 5.8. ∎
Theorem 5.10**.**
The algebra is quasi-isomorphic to deformed cyclotomic quotient of the nilHecke algebra .
Proof.
The statement follows immediately from Lemma 5.7 which shows that is in the ideal generated by . ∎
Proposition 5.11**.**
For each , the pair is a DG-subalgebra of .
Proof.
This is immediate since the differential acting on can be expressed as a linear combination of undeformed differentials, each of which preserves the ring . ∎
Theorem 5.12**.**
The DG-algebra is quasi-isomorphic to the ring from Theorem 5.6.
Proof.
This follows from [RW15, Lemma 11] and Proposition 5.4. ∎
5.4. Categorification
Let denote the positive part of the quantized universal enveloping algebra of . This -algebra is a polynomial ring in the generator . This algebra is -graded with in degree 2. We equip the tensor product with the twisted algebra structure
[TABLE]
The algebra contains a subring which is the -lattice generated by all products of quantum divided powers
[TABLE]
Hence, a categorification of amounts to identifying objects and in a graded category and lifting the divided power relation (5.5) to an explicit isomorphism
[TABLE]
The results from the previous section allow us to define a categorification of . Consider the graded ring
[TABLE]
and denote by the category of projective graded -supermodules. Recall from Proposition 3.6 the isomorphism . One can easily show that is the minimal idempotent projecting onto the lowest degree column of . The graded module is the unique indecomposable projective up to isomorphism and grading shift. The regular representation then decomposes into isomorphic copies of . Taking gradings into account, if we define
[TABLE]
then we have an isomorphism of projective left supermodules
[TABLE]
Hence, we have proven the following.
Proposition 5.13**.**
There is an isomorphism of -modules
[TABLE]
sending to the class of the indecomposable projective module .
There are inclusions of graded super-rings
[TABLE]
given diagrammatically by placing diagrams side-by-side with those in appearing above . These inclusions give rise to induction and restriction functors
[TABLE]
By the basis theorem 3.2 for it follows that the super module is a free graded left super -module. A basis is given by the crossing diagrams in corresponding to the minimal representative of a left -coset in , see for example [KL09, Proposition 2.16]. It follows that takes projectives to projectives, and therefore descends to a map in the Grothendieck group. Similarly, by a version of the Mackey induction-restriction theorem it follows that also sends projectives to projectives.
Summing over all these functors induce maps
[TABLE]
Just as in the case of the nilHecke algebra, see [KL09], induction and restriction equip with the structure of a twisted bialgebra and we have the following result.
Theorem 5.14**.**
The isomorphism
[TABLE]
is an isomorphism of twisted bialgebras.
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