On the 2D Yang-Mills/Hurwitz Correspondence
1. Introduction
1.1. Graph theory
Let be a connected finite simple graph with vertices . Let be the free Hilbert space over the vertices of modeled as the space of kets . The adjacency operator encodes the edges of ,
(1) |
More generally, the sequence of operators is meaningful in that counts -step walks in . The exponential adjacency operator , which for regular graphs is essentially the heat kernel [13], encodes this information in its matrix elements,
(2) |
The algebraic approach to counting walks in is to find a basis of in which and hence act diagonally [53].
Instead of asking how many walks there are between two given vertices in , we may ask how far apart they are. This information is encoded by the distance operator , whose matrix
(3) |
in the vertex basis tabulates geodesic distance in . Spectral properties of were first explored by Graham and Lovasz [32] and have been much studied since; see [2].
Another way to encode distance in graphs is to use linear operators corresponding to metric level sets,
(4) |
Note that and is zero for all larger than the diameter of . The exponential distance operator,
(5) |
is the entrywise exponential of ,
(6) |
This matrix is natural from a statistical physics perspective: it tabulates the Boltzmann weight corresponding to goedesic distance at inverse temperature .
The general study of exponential distance operators in graph theory is just beginning; see [10]. To the best of this author’s knowledge, the first appearance of was in Zagier’s study of deformed commutation relations in quantum physics [58], where the exponential distance operator on the Cayley graph of the symmetric group as generated by the set of Coxeter transpositions plays a pivotal role. The analysis in [58] culminates in an explicit formula for the determinant of showing that its zeros lie on the unit circle, implying the existence of a Hilbert space representation of the -commutation relations for all , interpolating between bosons and fermions.
1.2. Hurwitz theory
The setting of this paper is the Cayley graph of the symmetric group as generated by the full conjugacy class of transpositions, which has the feature that its exponential adjacency and distance operators and are simultaneously and explicitly diagonalizable. This is not the case for the Coxeter-Cayley graph of the symmetric group. On the other hand, in the all-transpositions case the zeros of are unstable: they converge on the origin as the degree of the symmetric group increases.
The all-transpositions Cayley graph is intimately linked to Hurwitz theory, a classical branch of enumerative geometry concerned with counting maps between compact Riemann surfaces [11], and we therefore refer to it as the Hurwitz-Cayley graph. Cover counting is associated with the exponential adjacency operator on this graph. For example, loop enumeration on the Hurwitz-Cayley graph is algebraically equivalent to computing a diagonal matrix element of and geometrically equivalent to counting simple branched covers of the Riemann sphere, a classical and much-studied problem [21].
It is a special feature of the Hurwitz-Cayley graph that matrix elements of the exponential distance operator and its inverse also count walks [48]. The walks enumerated by are “monotone” with respect to an edge labeling of the Hurwitz-Cayley graph related to the representation theory [46] and order theory [45] of the symmetric group. Thus corresponds to a monotone version of Hurwitz theory [24, 25, 26, 27, 28] which turns out to have many applications in random matrix theory and related areas.
1.3. Yang-Mills theory
The idea that two-dimensional Yang-Mills theory with gauge group becomes Hurwitz theory in the large limit [33] has been intensively studied by physicists [14, 15, 35, 36, 54], who noticed that eigenvalues of the exponential adjacency operator of the Hurwitz-Cayley graph appear in the partition function of . The Yang-Mills/Hurwitz correspondence works perfectly in the Calabi-Yau case, where spacetime is a torus, even manifesting mirror symmetry [19]. For non-torus spacetimes, Hurwitz theory is not an exact match for the large limit of due to the presence of certain “-factors” which appear in the partition function with multiplicity equal to the Euler characteristic of spacetime but have no obvious Hurwitz-theoretic meaning. The large limit of is necessarily a completion of classical Hurwitz theory which accounts for these -factors.
The purpose of this paper is to point out that the -factors in are exactly the eigenvalues of the exponential adjacency operator of the Hurwitz-Cayley graph, and that consequently the large limit of is the union of classical and monotone Hurwitz theory: mixed Hurwitz theory. The mixed Hurwitz theory of a genus zero target was introduced in [27] as a way to interpolate between results in Hurwitz theory [50] and random matrix theory [60]. It was generalized to higher genus targets in [40].
1.4. Organization
In Section 2 we introduce the Hurwitz-Cayley graph and explain what is perhaps its most important feature: a combinatorial duality called the Jucys-Murphy correspondence. In Section 3 we derive the Gross-Taylor formula for the chiral partition function of on compact orientable surfaces [14, 35], and explain its relationship to the graph operators and , which constitutes the Yang-Mills/Hurwitz correspondence.
The remaining sections of the paper illustrate the Yang-Mills/Hurwitz correspondence for specific choices of spacetime. This is done first for the finitely many cases which can be described using only classical Hurwitz theory: the cylinder and surfaces obtained from it by identifying boundaries or plugging holes (torus, disc, sphere). We then consider the three-holed sphere and one-holed torus as representative examples of the infinitely many remaining compact orientable spacetimes, where monotone Hurwitz theory is inescapable. In fact, the area zero limit of , a much-studied degeneration [14, 15, 54], is pure monotone Hurwitz theory. This implies a relationship between monotone Hurwitz numbers and Euler characteristics of Hurwitz moduli spaces [22] which seems to be very interesting, but which we do not explore in detail here.
2. Hurwitz-Cayley Graph
2.1. Elementary features
Let be the symmetric group of degree , where we define the group law as so that permutations are multiplied left to right. Let be the conjugacy class of transpositions in . The Hurwitz-Cayley graph has vertex set , with adjacent if and only if for . We henceforth identify with the Hurwitz-Cayley graph.
Geodesic distance in Cayley graphs is implemented by word norm. For the Hurwitz-Cayley grpah, where is the minimal length of a factorization of into transpositions. The Join-Cut Lemma [29] gives , where is the number of factors in the unique decomposition of as a product of disjoint cycles. Accordingly, the Hurwitz-Cayley graph decomposes as
(7) |
where is the set of permutations consisting of disjoint cycles. Every edge of the Hurwitz-Cayley graph spans consecutive levels .
The Cayley graph of any group with respect to any symmetric generating set decomposes into independent sets made up of identity-centered spheres, giving a graded graph structure. The Hurwitz-Cayley graph has the non-generic feature that its levels are unions of conjugacy classes: we have
(8) |
where is the set of Young diagrams with exactly cells, denotes the number of rows of , and is the conjugacy class of permutations in of cycle type .
2.2. Jucys-Murphy correspondence: combinatorial form
There are in general many geodesics between permutations . The number of geodesics equals the number of minimal transposition factorizations of , and this number was computed independently by Hurwitz and Cayley; see [44]. It is
(9) |
where are the row lengths of the Young diagram encoding the cycle type of and is the Cayley number. The reasoning behind this formula is elementary. For each , factor cylce of into transpositions, the minimal number required; this can be done in ways. The result is a string of transpositions divided into blocks, the factored cycles of ; by minimality the factors in distinct blocks are disjoint. The multinomial coefficient counts shuffles of these factors which maintain the relative order within each block, preserving the total product.
A fundamental feature of the Hurwitz-Cayley graph is that it can be Euclideanized by choosing a distinguished geodesic between every pair of points in a systematic way. This construction involves an edge labeling of the symmetric group introduced, implicitly and independently, by Jucys [41] and Murphy [47]. Let us mark each edge corresponding to the transposition with , the larger of the two numbers interchanged. Thus, emanating from every vertex of we have one -edge, two -edges, three -edges, etc. See Figure 1 for the case .

A walk on is said to be strictly monotone if the labels of the edges it traverses form a strictly increasing sequence. Clearly the length of any such walk is at most , the number of edge labels and the diameter of .
Theorem 2.1.
There exists a unique strictly monotone walk between every pair of permutations, and this walk is a geodesic.
As with the Hurwitz-Cayley geodesic count, the reasoning behind the Jucys-Murphy geodesic count is elementary. A strictly monotone walk is a factorization of into transpositions of the form
(10) |
In order to establish Theorem 2.1, it is sufficient to establish that a cycle admits a unique strictly monotone factorization, and show that the length of this factorization is minimal — monotonicity kills the shuffle factor present in the unrestricted geodesic count. For an inductive proof of a statement equivalent to Theorem 2.1, see [18].
Theorem 2.1 says that for any permutation , the points of the sphere of radius centered at correspond bijectively to endpoints of strictly monotone -step walks emanating from . We refer to this bijection the Jucys-Murphy correspondence; see Figure 2.

Instead of defining a strictly monotone walk by the condition that the labels of its edges are strictly increasing, we could have stipulated that they strictly decrease along the walk. Since path reversal defines a bijection between strictly decreasing walks and strictly increasing walks , Theorem 2.1 implies that there is one and only one strictly decreasing walk between any two vertices of the Hurwitz-Cayley graph, and that it is a geodesic. Theorem 2.1 is thus valid in both senses of the word “monotone.”
Theorem 2.1 allows us to view an arbitrary product of permutations graphically, as a concatenation of strictly monotone walks
(11) |
2.3. Jucys-Murphy correspondence: matricial form
Since is a group, is an algebra, the product of kets being . The group algebra acts on itself by right multiplication: every gives a linear operator defined by
(12) |
The matrix elements of in the permutation basis are
(13) |
In particular, every diagonal matrix element is equal to a common value , the coefficient of in . The linear functional is the normalized character of the regular representation,
(14) |
The map is a faithful linear representation of , the right regular representation. By abuse of notation, if has -coefficients in the permutation basis we write for both the subset of determined by the nonzero coefficients of , and for the operator on which is the image of in the regular representation. Thus denotes both the conjugacy class of transpositions in and the adjacency operator on the Hurwitz-Cayley graph, and denotes both the sphere of radius centered at in and the operator which maps to the sum of all permutations on the sphere of radius with center . In matrix form, the Jucys-Murphy correspondence is as follows.
Theorem 2.2.
For any , we have
where is the number of strictly monotone -step walks in the Hurwitz-Cayley graph.
Let be the exponential distance element,
(15) |
so that is the exponential distance operator of the Hurwitz-Cayley graph. Theorem 2.2 immediately implies the following alternative interpretation of the matrix elements of in the vertex basis.
Corollary 2.3.
For any , we have
2.4. Jucys-Murphy correspondence: polynomial form
Theorem 2.2 says that
(16) |
This is the statement that
(17) |
the elementary symmetric polynomial of degree evaluated on the Jucys-Murphy elements
(18) |
in the group algebra . These elements, which commute with one another, are of fundamental importance in the representation theory of the symmetric groups. A very readable account of their properties has been given by Diaconis and Greene [18]. Their images in the regular representation are called the Jucys-Murphy operators. As a polynomial identity in or , the Jucys-Murphy correspondence takes the following form.
Theorem 2.4.
For any , we have
in , or equivalently
in .
For , Theorem 2.4 is the obvious fact that the adjacency operator of the Hurwitz-Cayley graph is the sum of the Jucys-Murphy operators,
(19) |
which implies that the exponential adjacency operator factors as
(20) |
An analogous but subtler factorization of the exponential distance operator of the Hurwitz-Cayley graph is obtained by combining Theorem 2.4 with the generating series
(21) |
for the elementary symmetric functions in an alphabet of commuting indeterminates [30].
Corollary 2.5.
We have
in , or equivalently
in .
We conclude that computing the eigenvalues of the exponential adjacency and distance operators and on the Hurwitz-Cayley graph reduces to computing the eigenvalues of the Jucys-Murphy operators . Before addressing this spectral problem, we consider a further implication of the Jucys-Murphy correspondence.
2.5. Weakly monotone walks
Combining the polynomial form of the Jucys-Murphy correspondence with Newton’s theorem on symmetric polynomials, every symmetric polynomial function of the Jucys-Murphy elements is a polynomial function of the levels of the Hurwitz-Cayley graph. As explained above, each level is a sum of conjugacy classes,
(22) |
Consequently, every symmetric polynomial function is a linear combination of conjugacy classes: we have
(23) |
for some coefficients , which are integers if is an integral polynomial in the ’s.
A particularly interesting case is that of complete symmetric polynomials in Jucys-Murphy elements,
(24) |
We say that a walk on the Hurwitz-Cayley graph is weakly monotone if the labels of the edges it traverses form a weakly increasing sequence, and write for the number of weakly monotone -step walks between given permutations . By definition of the Jucys-Murphy elements and the complete symmetric polynomials, we have that
(25) |
is the number of weakly monotone -step walks . Equivalently, for the image of in the regular representation, we have the matrix formula
(26) |
the number of -step weakly monotone walks in the Hurwitz-Cayley graph.
The fact that is a central element in implies that depends only on the conjugacy class of , which is equivalent to the statement that depends only on the cycle type of . In particular, we have
(27) |
which by path reversal implies that
(28) |
where is the number of -step walks on the Hurwitz-Cayley graph whose step labels form a weakly decreasing sequence. Thus at the enumerative level there is no difference between decreasing and increasing walks in the Hurwitz-Cayley graph, whether strictly or weakly.
We have seen above that the total number of geodesics in the Hurwitz-Cayley graph is given by a product of Cayley numbers along the cycles of times a shuffle factor. We have also seen that the number of strictly monotone geodesics is exactly one. The number of weakly monotone geodesics , i.e. the number of minimal weakly monotone factorizations of into transpositions, must lie between these two extremes.
Theorem 2.6 ([48]).
The number of weakly monotone geodesics in the Hurwitz-Cayley graph is
where is the cycle type of and is the Catalan number.
The proof of Theorem 2.6 is again elementary, reducing to counting minimal monotone factorizations of a cycle; that this is a Catalan number was first discovered by Gewurz and Merola [23], and the lack of shuffle factor is again due to monotonicity. A more general result counting weakly monotone factorizations with a given “signature,” corresponding to evaluation of monomial symmetric polynomials in Jucys-Murphy elements, was proved in [46]. This result can in turn be used to develop an enumerative theory of weighted walks in the Hurwitz-Cayley graph [39], which turns out to be very rich [1].
2.6. Fourier transform
As with the group algebra of any finite group [52], we have an orthogonal decomposition
(29) |
where is an enumeration of the irreducible representations of . By Schur’s Lemma, if is a linear combination of conjugacy classes then acts in as a scalar operator whose eigenvalue we denote . This associates to every central element a function , the Fourier transform of . The map is an isometric algebra isomorphism from the center of to the function algebra — we have
(30) |
This gives the Plancherel expectation formula
(31) |
for central elements .
A remarkable formula for computing the Fourier transform of a symmetric polynomial function in Jucys-Murphy elements was discovered by Jucys and Murphy; see [18]. Recall that the content of a cell in a Young diagram is defined to be its column index minus its row index. Thus, filling the cells of with their contents produces a jagged -shaped corner of the infinite Toeplitz matrix .
Theorem 2.7.
If is such that for a symmetric polynomial , then the Fourier transform of is
the evaluation of on the multiset of conents of . Equivalently, for each the eigenvalue of acting in is .
According to Theorem 2.7, the transposition class has Fourier transform
(32) |
The spectrum of the adjacency operator of the Hurwitz-Cayley graph consists of these numbers as ranges over , with the multiplicity of being . The eigenvalues of the exponential adjacency operator are thus
(33) |
To find the eigenvalues of the exponential distance operator of the Hurwitz-Cayley graph, we need to compute the Fourier of every level of the graph. Theorem 2.7 gives the Fourier transform of as
(34) |
The eigenvalues of the exponential adjacency operator
(35) |
are thus
(36) |
and
(37) |
One can give an analogous formula for any coefficient of the characteristic polynomial of , but we will not do so here. The determinant formula is enough to see the following.
Theorem 2.8.
The exponential distance operator of the Hurwitz-Cayley graph is singular if and only if and or is one of the unit fractions
2.7. The operator
For away from the above unit fractions, the exponential distance operator of the Hurwitz-Cayley graph is invertible, and its inverse acts in as multiplication by
(38) |
For , this is the absolutely convergent series
(39) |
where . Thus, for , we have
(40) |
in , where is the complete symmetric polynomial of degree in the Jucys-Murphy operators. The matrix elements of the inverse exponential distance operator are therefore
(41) |
and we get a combinatorial interpretation for the matrix elements of as generating functions for weakly monotone walks in the Hurwitz-Cayley graph.
Theorem 2.9.
For , the matrix elements of the inverse exponential distance operator on are absolutely convergent generating functions
for weakly monotone walks in the Hurwitz-Cayley graph ,
2.8. Summary
The exponential adjacency and distance matrices and of the Hurwitz-Cayley graph are generating functions for walks in . The matrix elements of the exponential adjacency matrix are
(42) |
where is the total number of walks . This is a general fact about graphs. The Hurwitz-Cayley graph has the special feature that
(43) |
are generating functions enumerating strictly and weakly monotone walks in . The first series consists of a single nonzero term, namely . The second series has infinitely many nonzero terms and requires to ensure absolute convergence.
3. Yang-Mills Theory
3.1. Partition functions
The partition function of Yang-Mills theory on a compact two-dimensional orientable spacetime of area with holes and handles admits a dual representation in terms of the gauge group, . The elegant formula reads [14]
(44) |
The sum is over integer vectors with weakly decreasing coordinates, each labeling an irreducible representation of . The function is the character of . The unitary matrices represent boundary holonomies: setting any one of them to the identity cancels a factor of and plugs a hole. The exponential factor is a discrete Gaussian weight: is the -eigenvalue of the quadratic Casimir , a central element in the universal enveloping algebra of corresponding to the Laplacian on . If spacetime is a cylinder, then is the heat kernel [42, 59].
It was perceived by Gross that (44) provides a promising path to a string description of at large , which ought to be Hurwitz theory [33]. This insight was fully developed by Gross and Taylor [35, 36], who argued that as the partition function factorizes into two copies of a chiral partition function, , obtained by restricting the sum (44) to nonnegative . The chiral partition function may be viewed as a sum over the set of Young diagrams with at most rows, and thus decomposes as
(45) |
where the microchiral partition function
(46) |
is a sum over the finite set of Young diagrams with at most rows and exactly cells. The microchiral partition function (46) is the core of . What we seek is a expansion of whose coefficients count maps of worldsheets into spacetime. Once this string signature has been found, we sum on to recover the chiral partition function , and then square to recover the full partition function .
3.2. Gross-Taylor formula
Gross and Taylor’s fundamental insight [35, 36] is that can be presented entirely in terms of the representation theory of the symmetric group . This is accomplished in three steps.
3.2.1. Laplacian swap
The first observation of Gross and Taylor [35] is that
(47) |
where is the Fourier transform of the transposition class . Thus (47) effectively trades the Laplacian on for the Laplacian on , yielding
(48) |
where and .
3.2.2. Character swap
According to Frobenius [58], the character of is given by
(49) |
where is the Fourier transform of the conjugacy class and
(50) |
is the corresponding trace invariant. We can thus replace with
(51) |
where
(52) |
is a product of trace invariants on and
(53) |
is a product of central characters of . This gives the microchiral partition function as
(54) |
where we now view as a function on .
3.2.3. Dimension swap
Finally, we eliminate using the proportionality
(55) |
where
(56) |
is the generalized Pochammer symbol, which after renormalization is an eigenvalue
(57) |
of the exponential distance operator of the Hurwitz-Cayley graph . We thus have
(58) |
where is well-defined for any Young diagram with at most rows. The microchiral partition function thus assumes its final form.
Theorem 3.1 (Gross-Taylor formula).
The microchiral partition function of on a compact orientable surface of area with holes and handles is
3.3. Great expectations
The Gross-Taylor formula reveals that the existence of a expansion of , and the Hurwitz-theoretic interpretation of its coefficients, is a somewhat subtle issue. The internal sum in Theorem 3.1 can be written
(59) |
where is the central element whose Fourier transform is . This element is the commutator sum [58]
(60) |
In the stable range, where , we have and the sum (59) runs over all irreducible representations of and is a Plancherel expectation.
Definition 3.2.
For any integers and , the corresponding Gross-Taylor expectation is the function on defined by
The Gross-Taylor expectation admits an absolutely convergent series expansion in powers of determined by the expansions of the exponential adjacency operator
(61) |
and exponential distance operator and its inverse,
(62) |
of the Hurwitz-Cayley graph . The coefficients
(63) |
are elementary and complete symmetric polynomial functions of the Jucys-Murphy operators, as discussed in Section 2. The coefficients of the expansion of any Gross-Taylor expectation are expectations of words in the commuting operators .
In the unstable range, where , two problems arise. The first is that is a proper subset of and the internal sum in the Gross-Taylor formula is not a Plancherel expectation. The second is that, if the number of holes in spacetime exceeds its Euler characteristic, the exponential distance operator appears to a negative power and the resulting expansion is divergent.
The standard approach to these issues in is to ignore them and say that we take . This is perfectly fine at the microchiral level, where is fixed and we only need . However, if we wish to obtain a expansion for the microchiral partition function by summing the expansion of , an interchange of limits is required. What is actually done in the literature is to deceptively replace the numerical quantity with an indeterminate deceptively named . This leads to a formal power series, the chiral Gross-Taylor series [14, 15], and understanding when this operation produces a quantitatively correct asymptotic expansion of is an apparent gap in the literature.
3.4. Lattice Yang-Mills
There is an interesting analogy with Yang-Mills on the lattice, where the role of the chiral partition function is roughly played by the partition function of the Bars-Green/Brézin-Gross-Witten/Wadia unitary matrix model [3, 5, 37, 55],
(64) |
which plays a basic role in lattice gauge theory of any dimension. By character expansion [51],
(65) |
where
(66) |
is the lattice counterpart of the microchiral partition function in . The internal sum over in (66) has come to be known as the Weingarten function; see [12].
In the one-plaquette model, is the sole source of — everything is determined by the spectral theory of the exponential distance operator on the Hurwitz-Cayley graph. The divergence of the expansion, which is a consequence of the instability of the zeros of , was understood early on to be a fact of life on the lattice [17], and diagrammatic expansions are very complicated [6, 16, 49, 56] if one works directly with as a sum of link integrals,
(67) |
3.5. Summary
We have derived the Gross-Taylor formula, Theorem 3.1, which presents the microchiral partition function of on any compact orientable two-dimensional space time in terms of the representation theory of the symmetric group . A key feature of the formula is the appearance of the eigenvalues of the exponential adjacency and distance operators and of the Hurwitz-Cayley graph, with and . Iin the stable range, , this combines with the power series expansions of these operators in and to yield an absolutely convergent expansion in powers of , whose coefficients are joint Plancherel moments of four basic commuting operators . These basic expectations admit combinatorial interpretations as counting trajectories in the Hurwitz-Cayley graph.
In the remainder of the paper, we calculate the expansion of the microchiral partition function of for representative choices of compact orientable spacetimes, and compute the corresponding chiral Gross-Taylor series in each case. We consider the large asymptotic expansion of predicted by the Gross-Taylor series, but do not address its quantitative correctness, though this is a very interesting topic [9, 59].
4. Cylinder and Torus
The Gross-Taylor formula is free of -factors whenever the number of holes in spacetime is equal to its Euler characteristic. The equation does not have many solutions in nonnegative integers.
4.1. Cylinder
If and , spacetime is a cylinder of area and the microchiral partition function is
(68) |
where is a product of trace invariants and is a product of central characters. For , the corresponding Gross-Taylor expectation is (two holes, zero handles)
(69) |
4.1.1. Microchiral expansion
The cylinder expectation is
(70) |
where a finite sum over has been interchanged with an absolutely convergent series in . The Plancherel expectation
(71) |
counts walks on the Hurwitz-Cayley graph which begin at a point of the conjugacy class and end at a point of the conjugacy class . We thus find that the cylinder expectation (69) admits an absolutely convergent series expansion in powers of whose coefficients enumerate walks between specified conjugacy classes of .
The path count can be understood topologically by inverting the monodromy correspondence [11]. More precisely, the normalized path count counts orbits of the action of on -step walks in the Hurwitz-Cayley graph by simultaneous conjugation of steps and endpoints, each orbit being weighted by the reciprocal of the cardinality of the corresponding stabilizer. Length walks modulo conjugation are in bijection with equivalence classes of pairs consisting of a compact but not necessarily connected Riemann surface together with a degree holomorphic function to the Riemann sphere with a fixed branch locus on such that the ramification profile of over the branch points and is given by the Young diagrams and , respectively, and the remaining branch points are simple. The normalized expectations were called double Hurwitz numbers in [50], owing to the fact that Hurwitz had considered these numbers in the case where one of is the identity class; see [44]. We will use the term “double Hurwitz number” for the raw count of -step walks on the Hurwitz-Cayley graph.
To conclude, inverting the usual flow of information
(72) |
we find that the microchiral partition function of on the cylinder is a generating function for double Hurwitz numbers.
Theorem 4.1.
For any integers , the microchiral partition function of on a cylinder of area admits the absolutely convergent series expansion
where is a double Hurwitz number.
Yang-Mills on the cylinder is particularly significant given its relation to the heat kernel on the unitary group [20, 42, 34, 59]. Double Hurwitz numbers are major objects of study in Hurwitz theory due to their deep connections with enumerative geometry and integrable systems [8, 38, 43, 50]. However, the relationship between on the cylinder and double Hurwitz numbers given by Theorem 4.1 does not seem to be present in the existing literature on either subject.
Note that while Theorem 4.1 pertains to with cylindrical spacetime, it is degree maps to the sphere which are counted by the expansion of . Nevertheless, respects the boundaries of spacetime by remembering them as two distinguished points on the sphere, which we have taken to be and , and counting maps to the sphere which may have any ramification profile over these points.
4.1.2. Chiral Gross-Taylor series
Theorem 4.1 suggests that the large limit of on the cylinder is double Hurwitz theory, the enumerative theory of maps from compact Riemann surfaces to the sphere with two branch points of arbitrary ramification, but it does not directly imply such a statement in any quantitatively meaningful way. What we can do “for free” with Theorem 4.1 is formally set .
Definition 4.2.
The chiral Gross-Taylor series of the cylinder is the formal power series
where are commuting indeterminates and
It is important to understand that the chiral Gross-Taylor series is just a convenient way to organize the information in Theorem 4.1 and does not have any additional meaning. However, can be brought to a form which suggests what the large asymptotics of the chiral partition function may actually be. The indeterminate is an exponential marker for the degree of the symmetric group, while is an exponential marker for the length of a walk on counted by . From an enumerative perspective we could dispense with , but in order to anticipate asymptotics it is useful to keep it as an infinitesimal form of . The tensor is a multiplicative marker for the boundary conditions of a walk on . The Exponential Formula [30] gives us the formal logarithm of as a generating series enumerating “connected” walks on the Cayley graph.
Theorem 4.3.
The chiral Gross-Taylor series of the cylinder is given by , where
and the cumulant is a connected double Hurwitz number.
The combinatorial meaning of the connected double Hurwitz number is that it counts -step walks on the Hurwitz-Cayley graph whose steps and endpoints together generate a transitive subgroup of . Topologically, enumerates degree covers as above, but with irreducible. By the Riemann-Hurwitz formula, vanishes unless with the genus of . Setting
(73) |
the logarithm of the chiral Gross-Taylor series becomes
(74) |
This formal power series is the main object of study in [38, 50]. Since it is a formal series, we are free to sum first over genus and then over degree to get a “genus expansion.”
Theorem 4.4.
The chiral Gross-Taylor series of on a cylinder admits the topological expansion
where is given by
a generating series for connected double Hurwitz numbers of genus .
4.1.3. Large
Theorem 4.4 is a formal statement, but it offers a prediction on the behavior of the chiral partition function
(75) |
of on a cylinder of area . Remembering that with , it is natural to conjecture on the basis of Theorem 4.4 that
(76) |
as , where
(77) |
This putative asymptotic expansion of is inspired by Theorem 4.4, not implied by it. Indeed, one cannot even claim that the right hand side of (76) is an asymptotic series without first demonstrating that coefficients defined by (77) converge for in some non-trivial and -independent set of positive number (this convergence set is related to the behavior of Brownian motion on as ). We will discuss this further below for with spherical spacetime, where the relationship between the chiral Gross-Taylor series and a true large approximation is even clearer.
4.2. Torus
If and , spacetime is a torus of area and the microchiral partition function is
(78) |
For , the corresponding Gross-Taylor expectation is (no holes, one handle)
(79) |
Since a torus has no boundaries there are no Young diagrams in the expectation (79).
4.2.1. Microchiral expansion
The torus expectation is
(80) |
where a finite sum over has been interchanged with an absolutely convergent series in . The Plancherel expectation counts the number of solutions of the equation
(81) |
in the symmetric group such that are arbitrary and the ’s are transpositions.
Solutions of the equation (81) have a well-known topological interpretation which we will discuss momentarily, but first we explain how they can be interpreted graph-theoretically which does not seem to be well-known. Invoking the Jucys-Murphy correspondence, every two-factor product corresponds uniquely to a concatenation of two strictly monotone walks and on the Hurwitz-Cayley graph such that the initial point of is and the initial point of is the terminal point of . Therefore, the Plancherel expectation is the number of walks on on the Hurwitz-Cayley graph which begin at the identity and consist of a concatenation of two strictly monotone walks and , each of any length from to , followed by loop with steps based at .
The topological interpretation of is classical: after normalizing by this expectation counts isomorphism classes of degree maps from a compact but not necessarily connected Riemann surface to the torus which have simple branch points on and no other branching [58]. For this reason is called a simple Hurwitz number with torus target, but we will use this term for the raw broken-stick loop count .
Theorem 4.5.
For any integers , the microchiral partition function of on a torus of area admits the absolutely convergent series expansion
where is a simple Hurwitz number with torus target.
4.2.2. Gross-Taylor series
Definition 4.6.
The chiral Gross-Taylor series of the torus is the trivariate formal power series
Once again, is an exponential marker for degree and is an exponential marker for the cardinality of the branch locus of a map with simple branch points at prescribed locations, or equivlanelty the length of a loop in the Hurwitz-Cayley graph attached to a broken stick. The Exponential Formula gives the formal logarithm of as the solution to a connected enumeration problem.
Theorem 4.7.
We have , where
and the cumulant is a connected simple Hurwitz number over the torus.
By the Riemann-Hurwitz formula, the cumulant vanishes unless with the genus of , so we set
(82) |
Then, we have the following genus expansion of the chiral Gross-Taylor series.
Theorem 4.8.
The chiral Gross-Taylor series of on a torus admits the topological expansion
where with
The univariate formal power series is the main object of study in [19], where it is shown that for the series is a quasimodular form of weight , i.e. a polynomial in the Eisenstein series of degree with respect to the grading . We refer to [19] for a full discussion of this remarkable fact, which gives a way to understand the convergence properties of the genus free energies in terms of properties of quasimodular forms.
5. Sphere and Disc
The Gross-Taylor formula contains a positive power of whenever the number of holes in spacetime is less than its Euler characteristic. The inequality does not have many solutions in nonnegative integers.
5.1. Sphere
If and , spacetime is a sphere of area and the microchiral partition function is
(83) |
The corresponding Gross-Taylor expectation is (no holes, no handles)
(84) |
5.1.1. Microchiral partition function
Both sources of are now in play. Write the Gross-Taylor expectation (84) as and recall from Section 2 that the exponential distance element in is
(85) |
with the th level of the Hurwitz-Cayley graph . Then
(86) |
where the Plancherel expectation
(87) |
counts -step walks in the Hurwitz-Cayley graph. This is a sum of double Hurwitz numbers with spherical target,
(88) |
and instead of depending on a pair of partitions marking conjugacy classes in it depends on a pair of integers marking levels in . We therefore call a coarse double Hurwitz number over the sphere.
Theorem 5.1.
For any integers , the microchiral partition function of on a sphere of area admits the absolutely convergent series expansion
where is a coarse double Hurwitz number.
Considerable effort has gone into trying to guess the form of the expansion of on the sphere [14, 15, 54]. While Theorem 5.1 gives a mathematically simple answer, the physical meaning of this answer is non-obvious. On one hand, the case of a spherical spacetime is like the case of a torus spacetime in that the expansion actually enumerates worldsheet maps to spacetime. On the other hand, the spherical spacetime seems to conceive of itself as a cylinder with two nonexistent boundaries which manifest as two distinguished points over which the ramification type of the map is arbitrary; the expansion sees only the number of cycles in the ramification profile of these points.
5.1.2. Chiral Gross-Taylor series
Since the chiral Gross-Taylor series is by definition a formal series, we may enrich it with additional parameters which are useful enumerative markers not present in the quantitative Gross-Taylor formula.
Definition 5.2.
The chiral Gross-Taylor series of the sphere is defined by
where are formal variables.
As in the case of the chiral Gross-Taylor series of the cylinder, the indeterminate seems to be redundant, but ultimately it serves a purpose. The indeterminate is once again an exponential marker for the degree of , and is again an exponential marker for the number of steps in a length walk . The indeterminates and are ordinary markers for the boundary conditions . The Jucys-Murphy correspondence gives a second interpretation of the expectation as counting loops of length on the Hurwitz-Cayley graph based at which consist of strictly monotone increasing steps, followed by unrestricted steps, followed by strictly monotone decreasing steps. the monotone walks which make up the loop carry ordinary weight because their steps cannot be shuffled, whereas unrestricted walks carry exponential weight because their steps can be shuffled.
Theorem 5.3.
We have , where
and the cumulant is the number of -step walks on the Hurwitz-Cayley graph whose steps and endpoints generate a transitive subgroup of .
The cumulant counts connected branched covers with and cycles in the ramification over two branch points and the remaining branch points simple. From the Riemann-Hurwitz formula, we see that the cumulant is zero unless
(89) |
for a nonnegative integer , the genus of the cover. Therefore, it is natural to parameterize the connected coarse double Hurwitz numbers by genus, writing
(90) |
In the genus parameterization, the net power of in the coefficient of in is
(91) |
This gives a genus expansion of the chiral Gross-Taylor free energy of on the sphere in the physical specialization corresponding to the expectation value .
Theorem 5.4.
We have
where
5.1.3. Large
As in the case of the cylinder, Theorem 5.4 predicts an approximation of the chiral partition function of on a sphere of area . The predicted asymptotics are
(92) |
where
(93) |
is a positive series. In order for the prediction 92 to even make sense, it is necessary that there exists a set the series given by (93) converges for every . The formal power series
(94) |
5.2. Disc
In addition to the sphere, there is one and only one other spacetime for which the Gross-Taylor formula contains a positive power of . If and , spacetime is a disc of area and the microchiral partition function is
(95) |
The corresponding Gross-Taylor expectation is (one hole, no handles)
(96) |
The expansion of (96) has coefficients given by the Plancherel expecations , which are “half-coarse” double Hurwitz numbers counting -step walks from a specified conjugacy class to a specified level in the Hurwitz-Cayley graph, or equivalently branched covers of the sphere whose profile over is while the ramification over has cycles. Being almost identical to what has come before, the details are left to the interested reader.
6. Three-Holed Sphere and One-Holed Torus
The Gross-Taylor formula contains a negative power of whenever the number of holes in spacetime is greater than its Euler characteristic. The inequality has infinitely many solutions in nonnegative integers. We now examine the two extremal solutions in which the number of holes in spacetime exceeds the Euler characteristic of spacetime by exactly one.
6.1. Three-holed sphere
If and , spacetime is a size pair of pants and the microchiral partition function is
(97) |
where is a product of three trace invariants and is a product of three central characters. The corresponding Gross-Taylor expectation for is (three holes, no handles)
(98) |
6.1.1. Microchiral partition function
In order to obtain the expansion of the Gross-Taylor expectation (98), we must use the result from Section 2 that the exponential distance operator on the Hurwitz-Cayley graph is invertible for with inverse given by the absolutely convergent series
(99) |
where is the complete symmetric polynomial of degree in the Jucys-Murphy operators. Thus for we have the absolutely convergent expansion
(100) |
where the Plancherel expectation counts -tuples from the symmetric group such that
(101) |
with
(102) |
and transpositions, such that moreover
(103) |
The expectation is a mixed triple Hurwitz number. To interpret it graphically as counting walks in the Hurwitz-Cayley graph, we first decompose
(104) |
where are the connection coefficients of the class algebra, i.e. the structure constants of the center of relative the class basis, which are nonnegative integers. This gives the mixed triple Hurwitz number as the nonnegative integral linear combination
(105) |
where now each term is a mixed double Hurwitz number [27] which counts length walks in the Hurwitz-Cayley graph whose first streps are unrestricted and whose last steps are weakly monotone in the sense of Section 2. In this very simple-minded sense, the connection coefficients of the class algebra can be viewed as giving an analogue of the Wick formula which allows to write an arbitrary Plancherel expectation as a nonnegative integral linear combination of Plancherel expectations .
In the case , the mixed triple Hurwitz number becomes the purely classical triple Hurwitz number whose topological meaning is the same as that of the classical double Hurwitz numbers, except that the covers of the sphere being counted have three points with arbitrary ramification profile in their branch locus. In the general case, one can say that the mixed triple Hurwitz number counts some subset of the covers counted by the classical triple Hurwitz number . A reasonable objection to this is that the subset of covers counted depends on a labeling of the points in the fibre over the unbranched basepoint used to perform the monodromy construction, and so is not geometrically defined. A reasonable response is that the cardinality of the restricted subset of covers does not depend on the choice of a labeling because of the centrality of symmetric polynomial functions of Jucys-Murphy elements.
Theorem 6.1.
For any integers , the microchiral partition function of on a sphere of area admits the absolutely convergent series expansion
where is a mixed triple Hurwitz number.
6.1.2. Chiral Gross-Taylor series
Definition 6.2.
The chiral Gross-Taylor series of the three-holed sphere is
where are indeterminates and
Theorem 6.3.
We have , where
and the cumulant is a connected mixed triple Hurwitz number.
From the Riemann-Hurwitz formula, is zero unless
(106) |
so that the net power of at degree in is
(107) |
and we obtain the topological expansion of the chiral Gross-Taylor series of the three-holed sphere.
Theorem 6.4.
The chiral Gross-Taylor series of on a three-holed sphere admits the topological expansion
where is given by
a generating series for connected double Hurwitz numbers of genus .
Note that the internal sum of is finite, and its extreme terms correspond to connected classical and monotone triple Hurwitz numbers: the term is
(108) |
with
(109) |
a connected classical triple Hurwitz number, and the term is
(110) |
with
(111) |
a connected monotone triple Hurwitz number.
6.2. One-holed torus
If and , spacetime is a one-holed torus of area and the microchiral partition function is
(112) |
The corresponding Gross-Taylor expectation for is (one hole, one handle)
(113) |
6.2.1. Microchiral partition function
Based on our experience above we can easily predict what will happen in this instance of : since spacetime has one hole, the corresponding Hurwitz theory must pertain to covers with one free ramification point and simple branching elsewhere; since spacetime has Euler characteristic zero the base curve of this Hurwitz theory must be the torus; since the number of holes in spacetime exceeds its Euler characteristic this Hurwitz theory must be mixed.
This is borne out by calculations entirely analogous to those already performed. In the stable range, , the expectation (113) admits the absolutely convergent expansion
(114) |
Reorganizing this into , the expectation counts tuples of permutations from such that
(115) |
The target permutation belongs to the conjugacy class , while are transpositions with the ’s weakly monotone increasing. The transpositions coming from the commutator sum are arbitrary. Using the Jucys-Murphy correspondence, we can interpret the product as counting a concatenation of four strictly monotone walks, the first two legs of which are strictly monotone decreasing and the final two are strictly monotone increasing, being the first two trajectories after path reversal. All together, this gives a walk in the Hurwitz-Cayley graph from to in steps, where the first steps form a walk of shape , the next steps are arbitrary, and the final steps are weakly monotone.
The topological interpretation of the normalized expectation is that it counts a subset of the covers counted by , which are branched covers of a torus (with no hole) having total branch points at fixed locations, one of which has ramification type and the rest are simple.
Theorem 6.5.
For any integers , the microchiral partition function of on a one-holed torus of area admits the absolutely convergent series expansion
where is a mixed single Hurwitz number with torus target.
6.2.2. Chiral Gross-Taylor series
Definition 6.6.
The chiral Gross-Taylor series of the one-hold torus is
where are commuting indeterminates.
Theorem 6.7.
We have , where
and the cumulant is a connected mixed single Hurwitz number with torus target.
The genus expansion is now obtained from the Riemann-Hurwitz formula just as in all above computations, e.g. as in the case of a torus without a hole. The quasimodularity of the genus specific free energies , , which are generating functions for connected mixed single Hurwitz numbers with torus target and fixed genus of the covering surface, is a recent result of [40].
7. Area Zero
The microchiral partition function of on an area zero compact orientable surface of with holes and handles is
(116) |
This is obtained from the true Gross-Taylor formula, Theorem 3.1, by setting and it a definition, not a theorem. Not that we have retained the variable in this definition rather than setting it to as we would have to were . This is done so that we can define the full chiral partition function of on an area zero surface by
(117) |
a formal power series considered in a number of papers in the literature [14, 15]. The main result of these works is that in the formal limit, the chiral partition function of area zero becomes a generating function for Euler characteristics of the Hurwitz moduli spaces of branched covers. At the same time, our mixed Hurwitz formalism shows that this degeneration of corresponds exactly to pure monotone Hurwitz theory, leading to the conclusion that monotone Hurwitz numbers have an interpretation as Euler characteristics of Hurwitz moduli spaces. It would be extremely interesting to make this connection precise. Here we give several examples of zero area as pure monotone Hurwitz theory.
7.1. Cylinder
The michrochiral partition function of on a cylinder of area zero is
(118) |
In the stable range, , the internal sum is the Plancherel expectation
(119) |
The area zero chiral Gross-Taylor series is therefore
(120) |
where the internal sum can be written
(121) |
where is the cycle type of the permutation . This is multiplicative function on permutations, and the Exponential Formula gives
(122) |
Noting that
(123) |
we see that this is exactly the Cauchy identity from symmetric function theory.
7.1.1. Sphere
For a sphere of area zero, the chiral Gross-Taylor series is
(124) |
We have that
(125) |
where the right hand side is the Stirling cycle number enumerating permutations in with cycles. This gives
(126) |
or equivalently
(127) |
the standard generating series for Stirling cycle numbers.
7.2. Three-holed sphere
For a three-holed sphere of area zero, the chiral Gross-Taylor series is
(128) |
the total generating series for possibly disconnected monotone triple Hurwitz numbers, and the corresponding topological expansion is
(129) |
with
(130) |
the generating series for connected monotone triple Hurwitz numbers of genus . Interestingly, monotone triple Hurwitz numbers also arise in the context of matrix models, specifically in relation to Jacobi ensembles [31].
References
- [1] A. Alexandrov, G. Chapuy, B. Eynard, J. Harnad, Weighted Hurwitz numbers and topological recursion, Commun. Math. Phys. 375 (2020), 237-305.
- [2] M. Aouchiche, P. Hansen, Distance spectra of graphs: a survey, Linear Algebra Appl. 458 (2014), 301-386.
- [3] I. Bars, F. Green, Complete integration of lattice gauge theory in a large limit, Phys. Rev. D 20 (1979), 3311-3330.
- [4] G. Berkolaiko, J. Kuipers, Combinatorial theory of the semiclassical evaluation of transport moments. I. Equivalence with the random matrix approach, J. Math. Phys. 54 (2013), 112103.
- [5] E. Brezin, D. Gross, The external field problem in the large limit of QCD, Phys. Lett. 97 (1980), 120-124.
- [6] P. Brouwer, C. Beenaker, Diagrammatic method of integration over the unitary group, with applications to quantum transport in mesoscopic systems, J. Math. Phys. 37 (1996), 4904-4934.
- [7] V. Bonzom, G. Chapuy, S. Charbonnier, E. Garcia-Failde, Topological recursion for Orlov-Scherbin tau functions, and constellations with internal faces, https://arxiv.org/abs/2206.14768
- [8] G. Borot, N. Do, M. Karev, D. Lewanski, E. Moskovsky, Double Hurwitz numbers: polynomiality, topological recursion and intersection theory, Math. Ann. 387 (2023), 179-243.
- [9] A. de Monvel, M. Shcherbina, Free energy of the two-dimensional gauge field theory on the sphere, Theor. Math. Phys. 115 (1998), 670-679.
- [10] S. Butler, E. Cooper, A. Li, K. Lorenzen, Z. Schopick, Spectral properties of the exponential distance matrix, Involve 15 (2022), 739-760.
- [11] R. Cavalieri, E. Miles, Riemann Surfaces and Algebraic Curves: an Introduction to Hurwitz Theory.
- [12] B. Collins, S. Matsumoto, J. Novak, The Weingarten calculus, Notices Amer. Math. Soc. 69 (2022), 734-745.
- [13] F. Chung, The heat kernel as page rank, Proc. Nat. Acad. Sci. 104 (2007), 19735-1940.
- [14] S. Cordes, G. Moore, S. Ramgoolam, Lectures on 2D Yang-Mills theory, equivariant cohomology, and topological field theories, Nucl. Phys. B (Proc. Suppl.) 41 (1995), 184-244.
- [15] S. Cordes, G. Moore, S. Ramgoolam, Large 2D Yang-Mills theory and topological string theory, Commun. Math. Phys. 185 (1997), 543-619.
- [16] M. Creutz, Feynman rules for lattice gauge theory, Reviews of Modern Physics, Vol. 50, No. 3, July 1978.
- [17] B. De Wit, G. ’t Hooft, Nonconvergence of the expansion for gauge fields on a lattice, Phys. Lett. 69 (1977), 61-64.
- [18] P. Diaconis, C. Greene, Applications of Murphy’s elements, Technical Report 335 (1989), Department of Statistics, Stanford University.
- [19] R. Dijkgraaf, Mirror symmetry and elliptic curves, The Moduli Space of Curves, Progress in Mathematics 129, 1995.
- [20] B. Driver, F. Gabriel, B. Hall, T. Kemp, The Makeenko-Migdal equations for Yang-Mills theory on compact surfaces, Commun. Math. Phys. 352 (2017), 967-978.
- [21] B. Dubrovin, D. Yang, D. Zagier, Classical Hurwitz numbers and related combinatorics, Moscow Math. J. 17 (2017), 601-633.
- [22] N. Elkies, D. Eisenbud, J. Harris, R. Speiser, On the Hurwitz scheme and its monodromy, Compos. Math. 77 (1991), 95-117.
- [23] D. Gewurz, F. Merola, Some factorisations counted by Catalan numbers, Eur. J. Comb. 27 (2006), 990-994.
- [24] I. Goulden, M. Guay-Paquet, J. Novak, Monotone Hurwitz numbers in genus zero, Canad. J. Math. 65 (2013), 1020-1042.
- [25] I. Goulden, M. Guay-Paquet, J. Novak, Polynomiality of monotone Hurwitz numbers in higher genera, Adv. Math. 238 (2013), 1-23.
- [26] I. Goulden, M. Guay-Paquet, J. Novak, Monotone Hurwitz theory and the HCIZ integral, Ann. Math. Blaise Pascal 21 (2014), 71-89.
- [27] I. Goulden, M. Guay-Paquet, J. Novak, Toda equations and piecewise polynomiality for mixed double Hurwitz numbers, SIGMA 12 (2016), 1-10.
- [28] I. Goulden, M. Guay-Paquet, J. Novak, On the convergence of monotone Hurwitz generating functions, Ann. Comb. 21 (2017), 73-81.
- [29] I. Goulden, D. Jackson, Transitive factorizations into transpositions and holomorphic maps on the sphere, Proc. Amer. Math. Soc. 125 (1997), 51-60.
- [30] I. Goulden, D. Jackson, Combinatorial Enumeration, Dover Publications, 2004.
- [31] M. Gisoni, T. Grava, G. Ruzza, Jacobi ensemble, Wilson polynomials and Hurwitz numbers, Lett. Math. Phys. 111 (2021), 67.
- [32] R. Graham, L. Lovasz, Distance matrix polynomials of trees, Adv. Math. 29 (1978), 60-88.
- [33] D. Gross, Two-dimensional QCD as a string theory, Nucl. Phys. B 400 (1993), 161-180.
- [34] D. Gross, A. Matytsin, Some properties of large- two-dimensional Yang-Mills theory, Nucl. Phys. B 437 (1995), 541-584. Nucl. Phys. B 380 (1992), 168-180.
- [35] D. Gross, W. Taylor, Two-dimensional QCD is a string theory, Nucl. Phys. B 400 (1993), 181-208.
- [36] D. Gross, W. Taylor, Twists and Wilson loops in the string theory of two-dimensional QCD, Nucl. Phys. B 403 (1993), 395-449.
- [37] D. Gross, E. Witten, Possible third-order phase transition in the large- lattice gauge theory, Phys. Rev. D 21 (1980), 446-453.
- [38] I. Goulden, D. Jackson, R. Vakil, Towards the geometry of double Hurwitz numbers, Adv. Math. 198 (2005), 43-92.
- [39] M. Guay-Paquet, J. Harnad, Generating functions for weighted Hurwitz numbers, J. Math. Phys. 58 (2017), 083503.
- [40] M. Hahn, J. van Ittersum, F, Leid, Triply mixed coverings of arbitrary base curves: quasimodularity, quantum curves, and a mysterious topological recursion, Ann. Inst. H. Poincaré D 9 (2022), 239-296.
- [41] A. Jucys, Symmetric polynomials and the center of the symmetric group ring, Rep. Math. Phys. 5 (1974), 107-112.
- [42] V. Kazakov, T. Wynter, Large phase transition in the heat kernel on the group, Nucl. Phys. B 440 (1995), 407-420.
- [43] M. Kazarian, S. Lando, An algebro-geometric proof of Witten’s conjecture, J. Amer. Math. Soc. 20 (2007), 1079-1089.
- [44] S. Lando, Hurwitz numbers: on the edge between combinatorics and geometry, ICM Proceedings 2010.
- [45] M. Makhina, J. Novak, Hurwitz theory and absolute order, in preparation.
- [46] S. Matsumoto, J. Novak, Jucys-Murphy elements and unitary matrix integrals, Int. Math. Res. Not. IMRN 2 (2013), 362-397.
- [47] G. Murphy, A new construction of Young’s seminormal representation of the symmetric group, J. Algebra 69 (1981), 287-297.
- [48] J. Novak, Jucys-Murphy elements and the unitary Weingarten function, Banach Center Publ. 89 (2010), 231-235.
- [49] K. O’Brien, J.-B. Zuber, Strong coupling expansion of large QCD and surfaces, Nucl. Phys. B. 253 (1985), 621-634.
- [50] A. Okounkov, Toda equations for Hurwitz numbers, Math. Res. Lett. 7 (2000), 447-453.
- [51] S. Samuel, integrals, , and the De Wit-’t Hooft anomalies, J. Math. Phys. 21 (1980), 2695-2703.
- [52] J.-P. Serre, Linear Representations of Finite Groups, Springer Graduate Texts in Mathematics 42, 1977.
- [53] R. Stanley, Algebraic Combinatorics: Walks, Trees, Tableaux and More, Second Edition, Springer Undergraduate Texts in Mathematics, 2018.
- [54] W. Taylor, Counting strings and phase transitions in 2D QCD, https://arxiv.org/abs/hep-th/9404175.
- [55] S. Wadia, A study of lattice gauge theory in two dimensions, https://arxiv.org/abs/1212.2906v1
- [56] D. Weingarten, Non-planar diagram in the limit of and lattice gauge theories, Phys. Lett. 90 (1980), 285-288.
- [57] D. Zagier, Realizability of a model in infinite statistics, Commun. Math. Phys. 147 (1992), 199-210.
- [58] D. Zagier, Applications of the Representation Theory of Finite Groups, Appendix to Graphs on Surfaces and Their Applications by S. Lando and A. Zvonkin, Encyclopedia of Mathematical Sciences 141, Springer-Verlag 2004.
- [59] S. Zelditch, Macdonald’s identities and the large limit of on the cylinder, Commun. Math. Phys. 245 (2004), 611-626.
- [60] P. Zinn-Justin, HCIZ integral and 2D Toda lattice hierarchy, Nucl. Phys. B 634 (2002), 417-432.