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Spin chain techniques for angular momentum quasicharacters

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Published 27 March 2025 © 2025 The Author(s). Published by IOP Publishing Ltd
, , Citation P D Jarvis and G Rudolph 2025 J. Phys. A: Math. Theor. 58 135201DOI 10.1088/1751-8121/adbd9a

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1751-8121/58/13/135201

Abstract

We study the ring of invariant functions over the N-fold Cartesian product of copies of the compact Lie group , modulo the action of conjugation by the diagonal subgroup, generalizing the group character ring. For N = 1, an orthonormal basis for the space of invariant functions is given by the irreducible characters, and the structure constants under pointwise multiplication are the coefficients of the Clebsch–Gordan series for the reduction of angular momentum tensor products (3j coefficients). For , the structure constants under pointwise multiplication of the corresponding invariants, which we term irreducible quasicharacters, are Racah recoupling coefficients, which can be decomposed as products of 9j coefficients (for N = 2, they are squares thereof). We identify the irreducible quasicharacters for with traces of representations of group elements, over totally coupled angular momentum states labelled by binary coupling trees T with N leaves, internal vertices and associated intermediate edge labels. Using concrete spin chain realizations and projection techniques, we give explicit constructions for some low degree and 4 quasicharacters. In the case N = 2, related methods are used to work out the expansions of products of generic, with elementary spin-, quasicharacters (equivalent to an ab initio evaluation of certain basic 9j coefficients). We provide an appendix which summarizes formal properties of the quasicharacter calculus known from our previous work for both and for compact G (Fuchs et al 2018 J. Math. Phys. 59 083505 and Jarvis et al 2021 J. Math. Phys. 62 033514). In particular, we provide an explicit derivation for the N = 2 angular momentum quasicharacter product rule.

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1. Introduction

The present work is closely related to our previous papers [13], which are part of a program that aims at developing a non-perturbative quantum theory of gauge fields in the Hamiltonian framework with special emphasis on the role of non-generic gauge orbit types. In this approach, the starting point is a finite-dimensional lattice approximation of the classical Hamiltonian model. This approximation yields a Hamiltonian system endowed with the action of (the lattice counterpart of) the group of local gauge transformations. If the gauge group G is non-Abelian, then this action necessarily has more than one orbit type. Correspondingly, the reduced phase space of the Hamiltonian system, obtained by symplectic reduction, is a stratified symplectic space. The corresponding quantum theory is obtained via canonical quantization. It is best described in the language of -algebras (see [4, 5]). To study the influence of the classical orbit type stratification at the quantum level, the concept of costratification of the quantum Hilbert space as developed by Huebschmann [6] is used. The latter is naturally implemented within the framework of holomorphic quantization (a case study is given in [7]). Within this holomorphic picture, the relations characterizing the classical gauge orbit strata may be implemented at the quantum level. Thereby, each element of the stratification corresponds to the zero locus of a finite subset of the algebra of G-invariant representative functions on , which will be referred to as quasicharacters3. Via this route, we were led to study the algebra . This was done in [2, 3] for and, subsequently, for an arbitrary compact Lie group G. For , our analysis boils down to a problem in the combinatorics of angular momentum theory. For the latter we refer to [812]. Using this theory, the multiplicative structure constants of may be expressed in terms of Clebsch–Gordan coefficients. As a consequence, we have obtained a characterization of the costrata of quantum theory in terms of systems of linear equations with real coefficients built from Wigner's 3nj symbols. The latter may be further expressed in terms of 9j symbols. For these symbols there exist efficient calculators, that is, the above coefficients can be calculated explicitly. Using the same techniques, we have been also able to reduce the eigenvalue problem for the quantum Hamiltonian to a problem in linear algebra.

Although angular momentum theory yields an effective (computer supported) calculus, we believe that it is interesting to relate the latter to the calculus of classical invariant theory. This is the aim of the present paper. The main tools used for accomplishing our goal come from the theory of characteristic identities, see [1319]. For a given reduction scheme of the tensor product of N irreps of , this theory provides a family of operators projecting on to the irreducible subspaces of . It turns out that the quasicharacters of may be expressed in terms of traces of the form . This observation is the starting point of our calculus, which aims at expressing the quasicharacters in terms of ordinary trace invariants of group elements. Moreover, we are also able to analyse the multiplication laws for quasicharacters along these lines. In the present paper, we only analyse certain types of products. A general analysis for quasicharacter products with distinct group elements is left to future work. For that purpose, we will have to combine the methods used in the present paper with recoupling calculus based on different tree labelling. See lemma A.3 for some insight.

An outline of the paper is as follows. In sections 2 and 3 we provide the reader with an introduction to the algebra of quasicharacters and to the theory of characteristic identities. In section 4 we identify the irreducible quasicharacters with traces of representations of group elements (the N-fold Cartesian product ), over totally coupled angular momentum states, labelled by binary coupling trees T with N leaves and associated intermediate labels. The angular momentum states themselves are realized via symmetrized tensor products of the fundamental spin- representation. Explicit evaluations for certain low degree cases for N = 2 and via projection techniques (section 4.1) show that the quasicharacters are simply polynomials in matrix traces of various group element strings. In section 4.2, certain pointwise products, of spin chain realizations for some generic N = 2 irreducible quasicharacters (arbitrary spin j coupled to spin-), multiplied by basic spin- quasicharacters, are themselves expanded in the quasicharacter basis, thus recovering certain structure constants of the multiplicative ring.

In section 5, we briefly review the application of quasicharacter theory to Hamiltonian lattice quantum gauge theory, the central focus of our previous work which has motivated the present investigation.

To make the present paper more self-contained, in the appendix we complement the constructive methods approach with a brief review of the abstract formalism of coupling and recoupling for quasicharacters (as developed in our previous work for both [2] and compact G [3]). We provide a summary of important properties of the quasicharacter calculus, such as the behaviour under change of coupling tree, and the role of Racah coefficients as structure constants under pointwise multiplication (appendix A.2). In particular, the results of section 4.2 for N = 2 products can be viewed as a de novo explicit evaluation of certain Racah 9j symbols. For completeness, the 9j result is given an independent proof (appendix A.3), where the general result, that the Racah coefficients which are multiplicative structure constants for arbitrary N, are expressible as products of 9j symbols, is also stated [2, 3]. An index of notation used in the paper is given in table 6.

In the concluding section 6, we draw together some further aspects of the concrete calculations of section 4, with the results reviewed in the appendix, in relation to the combinatorial nature of the quasicharacter ring itself, and also formal role of the recoupling calculus in organizing its structure.

2. The algebra of representative functions

For the convenience of the reader, let us recall some basics (we refer to [20] or [21] for more details). First, we will consider the general case of a compact Lie group. Next, we will limit our attention to the special case . We will assume that all representations under consideration are continuous and unitary.

Let G be a compact Lie group and let be the commutative algebra of representative functions of G. Let be the set of isomorphism classes of finite-dimensional irreps of G. Given a finite-dimensional unitary representation of G, let denote the subspace of representative functions of π, that is, the subspace spanned by all matrix coefficients with and of π. Moreover, let be the character of π, defined by . The same notation will be used for the Lie group GN.

The elements of will be labelled by the corresponding highest weight λ relative to some chosen Cartan subalgebra and some chosen dominant Weyl chamber. Assume that for every a concrete unitary irrep of highest weight λ in the Hilbert space Hλ has been chosen. Given , we define a representation of GN by

where . This representation is irreducible and we have

isometrically with respect to the L2-norms. Using this, together with the Peter–Weyl theorem for G, we obtain that is dense in . Since , this implies

Lemma 2.1. Every irreducible representation of GN is equivalent to a product representation with . If and are isomorphic, then .□

Given , let denote the representation of G on defined by

This representation will be referred to as the diagonal representation induced by . It is reducible and has the isotypical decomposition

into uniquely determined subspaces . Recall that these subspaces may be obtained as the images of the orthogonal projectors

on . These projectors commute with one another and with . If an isotypical subspace is reducible, we can further decompose it in a non-unique way into irreducible subspaces of isomorphism type λ. Let denote the number of these irreducible subspaces (the multiplicity of πλ in ) and let denote the subset of consisting of the highest weights λ such that . In this way, we obtain a unitary G-representation isomorphism

Let

denote the natural projections and injections of the direct sum. For every and every , define a G-representation endomorphism of by

We define

Proposition 2.2. The family of functions

constitutes an orthonormal basis in .□

For the proof we refer to [2]. By this proposition, the G-invariant representative functions , which in the sequel will be referred to as quasicharacters, span the subalgebra

of G-invariant elements of .

Next, let us turn to the discussion of the multiplicative structure of . As the form a basis, it is enough to find the multiplication law for these functions. For that purpose, we assume that a unitary G-representation isomorphism as given by (2.4) has been chosen for every and every N. Denote and . Then, using (2.7), we can write

If we wish to decompose this product in terms of the , we have to decompose the GN-representation into GN-irreps and then relate the latter to the basis functions using . This procedure is explained in detail in [2] with the result stated there as proposition 3.10.

If we introduce composite indices representing the label sets , the product rule for the quasicharacter ring reads schematically as follows:

with the structure constants depending on two auxiliary unitary G-representation isomorphisms constructed by using the chosen isomorphism and are given, up to normalization, by group theoretical Racah recoupling coefficients for G. Below, we will see that for the coefficients boil down to recoupling coefficients of angular momentum theory.

Thus, let us turn to the special case . Here, the highest weights of irreps are in one-to-one correspondence with spins . We will use the common notation Dj for πj. Thus, is the standard -irrep of spin j, with dimension spanned by the orthonormal ladder basis which is unique up to a phase. Accordingly, every sequence of highest weights corresponds to a sequence of spins. We write for the corresponding irrep of and for the induced diagonal representation of . To fix the G-representation isomorphisms

we choose the following reduction scheme for tensor products of N irreps of . Given nonnegative half integers s1, s2, denote

and recall that the representation space decomposes into unique irreducible subspaces of spin . We start by decomposing into the unique irreducible subspaces with . Then, we decompose the invariant subspaces

into unique irreducible subspaces

Iterating this, we end up with a decomposition of into unique irreducible subspaces

where is a sequence of nonnegative half integers satisfying and for . Note that for each li, the sequence labels a subspace isomorphic to an irreducible representation of member of a descending chain of subgroups

Let us denote the totality of such sequences by . Moreover, denote

Then, , and the isotypical component of is given by the direct sum of the subspaces with .

To define the isomorphism , we choose4 ladder bases in the irreducible subspaces . Denote their elements by , where . Then,

is an orthonormal basis in , and we can use the sequences to label the copies of Hj in the direct sum decomposition of the target space of . Thus, the natural injections (2.5) related to this decomposition read , the basis functions read and the endomorphisms appearing in their definition read . We define by

where denotes the elements of the orthonormal ladder basis in Hj. Under this choice, one obtains

and

Using the matrix elements , , together with the Clebsch–Gordan coefficients , we obtain the following.

Proposition 2.3. We have

where means the sum over all sequences such that

and where

For the proof we refer to [2]. Next, one can derive the following multiplication law for the representative functions.

Proposition 2.4. For , the multiplication law for the basis functions reads as follows:

where

for every , and , and for any admissible m.□

For the proof see [2]. It can be seen from the proof that the recoupling coefficients U are (up to some phase choices) uniquely determined by the above choice of the isomorphism . Up to normalization, they are given by what is known as symbols. Finally, it turns out that the recoupling coefficients can be expressed in terms of the recoupling coefficients for N = 2.

Lemma 2.5. The recoupling coefficients are given by

where , and . Here,

with the bracket on the right hand side denoting the 9j Racah symbols.

To summarize, the above results relate the structure of the algebra to the combinatorics of recoupling theory of angular momentum as provided in [812]. Moreover, as there exist efficient calculators for 9j symbols, provided e.g. by the Python library SymPy [22] or online by Anthony Stone's Wigner coefficient calculator5, lemma 2.5 provides an explicit knowledge of the multiplication law in the commutative algebra .

3. Characteristic identities. The projection operator method

Recall that the analysis of the algebra in terms of generalized Clebsch–Gordan coefficients provided in the previous section relies on the sequence of irreducible modules displayed in (2.11). Clearly, associated with that decomposition of , there is an ordered composition of projection operators from pairwise tensor products of irreducible spin representations on to specific irreducible constituents. This observation provides the algorithm that we are going to propose as an alternative calculational method for dealing with the algebra . It will be based on the general theory of characteristic identities for Lie algebras (see [1319]).

For the convenience of the reader, let us give a short introduction to the subject. Our presentation is along the lines of [15, 16] (see also [23]). We also refer to [24] for the basics on Lie algebras.

In the standard notation of [24], let L be a semi-simple Lie algebra (over some field ), let H be a fixed Cartan subalgebra with dual . Let Φ be the set of roots relative to H and let be the set of positive roots. Let us choose a basis of L and let be the dual basis with respect to the Killing form of L. In particular, we can choose a basis consisting of root space elements, together with a basis of H. Moreover, let us denote , let be the inner product on induced by the symmetric Killing form and Λ be the labelling operator, that is, the operator which by acting on an irrep of L with highest weight µ coincides with µ. For a chosen basis of H it is represented by a vector operator with components taking constant values .

Now, let π be a finite-dimensional representation of L and let us consider a matrix operator A with entries

together with its adjoint . Let T be a contragredient tensor operator relative to π. Then one can show the following identities:

where cL is the universal Casimir element of L.

Let be a finite-dimensional irreducible L-module with highest weight λ, and for this section let be the list of the distinct weights in . Let Aλ be the corresponding matrix operator given by (3.1) with π replaced by πλ. Then, any irreducible contragredient tensor operator T with highest weight λ may be decomposed into shift tensors , , which decrease the eigenvalue of the labelling operator Λ on an irrep by the weight λi,

In terms of the shift operators, the identities (3.2) take the following form:

where and are given by

Moreover, we have the following.

Proposition 3.1. The matrix operators Aλ and satisfy the following characteristic identities:

Remark 3.1. If is an irreducible module, then Aλ acting on yields

Thus, for every highest weight module Vµ, Aλ yields an operator acting on the tensor product . If we decompose this product into irreps,

then yields the constant value

on each subspace . This, together with the observation that a diagonal matrix B with distinct eigenvalues bi satisfies , essentially yields the proof of the characteristic identities (3.6).□

By extending the relation in (3.3) to any polynomial and choosing, in particular, , we obtain

Thus, we have

where is a projection operator given by

Correspondingly, for , we obtain

If we decompose the tensor operator T into its shift components, , then we clearly have

Now, equations (3.6), (3.12)–(3.14) immediately imply the following.

Proposition 3.2. The projection operators and fulfil

Note that (3.15) yields the spectral decompositions of Aλ and . That is, given the Clebsch–Gordan decomposition (3.8), the operator projects onto the irreducible component and, thus, the action of onto an element of yields a vector of multiplied by the eigenvalue αj given by (3.9). In the sequel, if an irreducible module Vµ is chosen, then in accordance with the notation , the corresponding projectors will be denoted by

Remark 3.2. In general, for a given irrep , not all of the representations occur in the Clebsch–Gordan decomposition (3.8). This fact leads to a reduction of the characteristic identities (3.6). As was shown in [16], the product over all i in (3.6) gets reduced to the following subset:

Turning to the formalism for the case , we denote the matrix operators by and the corresponding projectors by . For convenience, from now on, we will use the Dynkin labelling, that is, we will write for spin . In this notation, the Casimir invariant reads ) (cf equation (5.3)).

From (3.7) we have

Note that the angular momentum generators for arbitrary spin are , so that

with eigenvalues

In the sequel, the following projectors will be useful.

Lemma 3.3 (Angular momentum projectors for and ). 

Proof. We will prove the first formula, to check the remaining ones is left to the reader. By (3.12), we have

Next, by (3.20), we have the eigenvalues and . Inserting them into the above formula yields the assertion. □

4. Spin chain techniques for quasicharacters

In this section we are going to study the algebra of quasicharacters in terms of the characteristic projectors introduced above:

  • 1.  
    We will develop an algebraic calculus which allows to determine the quasicharacters in terms of trace invariants.
  • 2.  
    We will apply our method to the explicit analysis of the multiplication law in terms of trace invariants.

Clearly, one cannot hope to produce general formulae, so in this paper we will concentrate on the cases N = 2 as well as examples from . Our presentation will be expository rather than formal, with the algorithmic steps being presented by way of examples.

To start with, recall from (2.11) that in terms of the chosen reduction scheme we have a decomposition of into irreducible subspaces given by

There is an associated family of operators projecting onto these irreps given by

with . If we choose ladder bases in the irreducible subspaces , then we obtain

Thus, we can rewrite (2.16) as follows:

Here, and , where . Thus, and both spaces may be identified with the abstract irrep Hj with ladder basis . Under this isomorphism the sum in the above formula may be interpreted as the trace over Hj and we obtain

Remark 4.1 (Notation). In the sequel, we use the following simplified notation. First, recall that we adopt Dynkin notation and from now we will write for an irrep with spin and dimension j + 1. Moreover, we will write

Group elements , and generically local operators (on single members of tensor product spaces) are denoted u, v, a, , or ; nonlocal operators are capitalized in blackboard font, e.g. , or where the separate spaces are indicated explicitly. Repeated tensor products are written as , (grouplike), (primitive). The forms will signify correlated sums over independent basis sets, inserted at various positions in tensor products.□

In this notation, for the angular momentum cases , we have

with the understanding that in the lists the final j is omitted.

Now, having fixed the notation, let us explain the basic idea of our calculus. For that purpose, recall the following classical result of Cayley and Sylvester. Let be the basic 2-dimensional representation space of . Then, every irreducible representation of is isomorphic to for some n, where is the symmetric power of H1. Thus, in order to realize the irreducible representation we use the symmetrized tensor product of , with generator

where is the -fold iterated coproduct

and is the symmetrization operator (a sum over all permutations on ), given by

Here, is the elementary transposition operator (the switch operator) and . In the sequel, we will use the following relation

If we choose the -elementary matrices , we have , which in the above introduced notation reads

Using this transcription we have

and finally, using (3.22), we obtain the following.

Proposition 4.1. In the above calculus the projectors (3.22) read6

with inverses

4.1. Evaluation of quasicharacters for and 4

To demonstrate the use of the projection formalism, we now show some illustrative steps leading to the evaluation of some N = 2 and characters. To start with, let us consider the following example.

Example 4.2 (The quasicharacter ). Noting that , the first term of equation (4.10) will include the contribution

which entails three terms with triple sums over elementary matrices representing the pairwise switches. Using the following properties

with similar contributions from the remaining permutations contained in the symmetrizer, and using the Cayley-Hamilton identity for elements of , the traces and yield the inhomogeneous form7

For N = 3 the relevant projections are developed pairwise according to the order of couplings. As an example we consider the character with , diagonal in internal intermediate labels :

As a final example, we consider the extension of the method to the N = 4 quasicharacter . This requires a composition of three projectors,

whose switch operator form will entail symmetrizations of the form composed with on the appropriate subspaces.

Example 4.3 (The quasicharacter ). For the case j = 1, the switch operator form is8

Here the overall symmetrization

has been implemented to replace contributions from and (proposition 4.1 above) with the appropriately re-weighted forms, for example

The computation entails accumulating all the contributions from the 64 terms and attributing them to trace types with the appropriate strengths. An example is (with overall trace understood):

The final result is9

In tables 1 and 2 we give further explicit values of some irreducible χ's, for N = 2 and , respectively, computed via projection techniques, as illustrated in the above examples.

Table 1. Tabulation of some N = 2 quasicharacters up to degree 4.

Table 2. Tabulation of some N = 3 and N = 4 quasicharacters.

4.2. Products of N = 2 quasicharacters and 9j symbols

It turns out that, for N = 2, one can explicitly derive the general multiplication law for quasicharacters via a corresponding manipulation of the tensor products of the characteristic projectors themselves. We will see that, given this law, the general multiplication law for the quasicharacters given by proposition 2.4 and lemma 2.5 follows immediately. We have

leading, after uncoupling of the paired angular momenta, to

In the following manipulations we assume summation over repeated indices, including coupled angular momenta. In the last step, the summations

are re-written as

with the δ-constraint being implemented by the unitarity of the corresponding Clebsch–Gordan coefficient matrix (summation over with ). We have then

Finally regrouping the 12 Clebsch–Gordan factors we have

Each bracket contains independent summations (over magnetic states and respectively) and represents the overlap of totally coupled 4 spin states on 2 different 4 leaf trees. This implements and identifies the brackets as the square of the corresponding 9j symbol, independent of label M, and the summation becomes as before10

Note that each grand projector is in fact a projection over which is a -dimensional subspace of the full four-fold factor space , that is, the spaces are isomorphic copies of the corresponding spin irreps here realized in the total space. The formula for pointwise product of quasicharacters now follows directly from that for the (tensor) product of the associated projectors:

Thus finally, we obtain the following.

Lemma 4.4 (Pointwise product of N = 2 irreducible quasicharacters). 

Table 3 lists the derived 9j symbols (after normalization) for cases evaluated explicitly in section 4.2 (with standard angular momentum labelling).

Table 3. 9j symbols derived from the expansion of N = 2 quasicharacter products.

0
 

Compiling the set of structure constants for pointwise multiplication of quasicharacters would of course be immediate if the entire character table were at hand. As a further application of the projection operator method of construction, we treat the computation of certain N = 2 products directly, exploiting the formalism described above (sections 4 and 4.1), to develop explicit product formulae for some special cases (multiplication by fundamental group characters). As is known [2, 3] from the formal viewpoint (section 1 above, and sections A.2, A.3 below), the multiplicative structure constants are (squares of) Racah 9j coefficients, so that the present computations amount to de novo computation of some special 9j Racah symbols, and serve to verify the overall formalism.

To explain our method, in the sequel, we are going to establish the multiplication rules for the following special types:

for arbitrary j. This amounts to evaluating pointwise products, of some instances of χ constructed formally above in terms of the switch operator calculus. These basic multiplicands of course happen to be standard irreducible, spin- characters: , . We proceed with the calculation for the maximal cases ; the expansions for can be inferred using similar methods.

As a preliminary remark, note that from equation (2.8), the quasicharacter product necessitates decoupling the constituent paired angular momenta, followed by subsequent rearrangement and recoupling. In the case of the pointwise product with , this latter step will entrain the tensor product reduction within the -fold tensor power . This is consistent with the standard diagrammatic Littlewood–Richardson rule

which corresponds to the sum of the totally symmetric plus mixed symmetry Young projectors . Noting the definition (4.7), these projectors (and the corresponding resolution of the identity) are given recursively as

In the case of the pointwise product with , the corresponding tensor product is simply , and the mixed symmetry projector coincides with the antisymmetrizer, .

Evaluation of :

Recall the explicit projection operator (3.22), and the switch operator equivalent11, (4.10). As above, we note the isomorphic description of spin- (Dynkin label ) recovered from the -fold tensor product of the fundamental representation (rather than the -fold tensor power) using the mixed symmetry projection,

The invariant must satisfy the appropriate characteristic equation, but when rewritten in terms of switch operator insertions, equation (4.9) leads to a different coefficient of the identity operator. Using equations (4.19), (4.10) and (4.11) for the case in hand (tensoring spin- (but working with its realization in )  with the fundamental, we have for the corresponding projection operators

For the product we have from equation (4.10),

Term entails a product of fundamental characters, and by the composition rule for angular momenta we have

Using (4.17), (4.18), term is on the other hand

Using the cyclicity of the trace, the coproduct in [C] may be smeared across the -fold tensor product, so that

Proceeding with the second, mixed term, we may use (from Young diagram )

as proxy for (4.18), in the presence of the symmetrization over positions implemented by across the trace:

Now note that which can be replaced by ; thus the first two contributions cancel leaving

By similar techniques, writing now , and implementing (4.17) for , further consideration of tensor product structure across the trace leads to

With equations (4.25), (4.28) for the first and second terms of , together with the switch independent part , we are in a position to rewrite contributions to (4.21) as combinations of projection operators, using equation (4.12), and hence to infer the expansion of the pointwise product in question. Collecting terms we arrive at the following final form.

Lemma 4.5 (Pointwise product ). 

Evaluation of :

Turning to the corresponding calculation of the pointwise product with , we have

which becomes in terms of the correlated sums (see (4.9) above) and projection operators ,

where the insertion has been averaged as in the presence of overall (anti)symmetrization. Thus

again using equation ( (4.9) and recognising that vanishes as is one-dimensional. Introducing the projection operators , (lemma 3.3, equations (3.23)), we reorganize the contributions to (4.30) above leading to the final form12

Lemma 4.6 (Pointwise product ). 

Remark 4.7 (Ab initio 9j Racah coefficients). In the expansions (4.29), (4.31) resulting from the pointwise product computations the coefficients arising (tables 3 and 4), after normalization, are squares of Racah 9j symbols (equations (4.14), (4.15) and lemma 4.16), which are functions of the three spin and internal labels of the two multiplicands, and the three labels of each summand.□

Table 4. 9j symbols derived from the expansion of N = 2 quasicharacter products (ctd.).

 

The results are tabulated in conventional angular momentum labelling rather than Dynkin labelling; specific numerical instances can be verified directly by using known tabulations, or an on-line calculator13. Note that further pointwise products for other low degree cases are in principle calculable using these spin chain methods, although the combinatorial manipulations will increase in complexity. For example, the product with is available from lemmata 4.5 and 4.6, while that for would necessitate rearranging the switch terms into combinations of and , and extracting the corresponding projectors, finally yielding (cf table 1) the expansions of and .

5. An application: the lattice gauge Hamiltonian

In this section we shall demonstrate how the knowledge of the multiplicative structure of is fundamental in Hamiltonian lattice gauge theory (with gauge group for this case). The material in the section is based on [2, 3]. Here, we limit our attention to the study of the spectral problem of the Hamiltonian. In [2], the reader may also find a detailed discussion of the role of the classical gauge orbit type structure [1] at the quantum level, and the associated implications for quasicharacters.

Let Λ be a finite spatial lattice with lattice spacing δ, and let Λ0, Λ1 and Λ2 denote, respectively, the sets of lattice sites, lattice links and lattice plaquettes. For the links and plaquettes, let there be chosen an arbitrary orientation. In lattice gauge theory, gauge potentials (the variables) are approximated by their parallel transporters along links and gauge transformations (the symmetries) are approximated by their values at the lattice sites. Thus, the classical configuration space is the space of mappings , the classical symmetry group is the group of mappings with pointwise multiplication and the action of on is given by

where where x, y denote the starting point and the endpoint of , respectively. The classical phase space is given by the associated Hamiltonian G-manifold, and the reduced classical phase space is obtained from that by symplectic reduction (details are given in [2, 3]). Dynamics is ruled by the classical counterpart of the Kogut–Susskind lattice Hamiltonian. If we identify with , and, thus, with , by means of left-invariant vector fields, the classical Hamiltonian is given by

Here, g is the coupling constant, and for plaquette , , where the links , in this order, form the boundary of p and are endowed with the boundary orientation. Finally, denotes the norm given by the scalar product (Killing form) on .

We now turn to the quantum Kogut–Susskind Hamiltonian H, obtained via canonical quantization in the tree gauge (see below). The pure gauge part, treated here, reads:

Here,

is the Casimir operator (negative of the group Laplacian) of and

where the so-called Wilson loop operator W(p) is the quantum counterpart of (the corresponding multiplication operator on Hilbert space ). For details, see [4, 5, 25]. Recall that the representative functions of spin j on are eigenfunctions of the Casimir operator of corresponding to the eigenvalue14

It follows that the invariant representative functions are eigenfunctions of corresponding to the eigenvalues

Let us analyse . For that purpose, for our regular cubic lattice, we define a standard gauge fixing tree as follows. By a line, we mean a maximal straight line consisting of lattice links. First, choose a lattice site x0 and a line L1 through x0. Next, choose a second line L2 through x0 perpendicular to L1 and add all lines parallel to L2 in the plane spanned by L1 and L2. Finally, add all lines perpendicular to that plane. Let B be such a standard tree. Since for every , we can decompose into the sum of three pieces15. It is easy to check that there exists an orientation and a labelling of the off-tree links such that for every plaquette with four off-tree links (all of these plaquettes are parallel to the plane spanned by the lines L1 and L2), the boundary links are labelled and oriented consistently. This means that for one of the two possible orientations of the plaquette, they carry the induced boundary orientation, and that their numbers increase in that direction. Then,

To find the matrix elements of H with respect to the basis functions , we have to find the corresponding expansion of . The sequences occurring here will have at most four nonzero entries, so we can write if has entries 0 except for ji at the places ri, . The function coincides with the basis function with . If we omit the irrelevant indices , we thus have

The function is a linear combination of the basis functions with . Again, we may omit the irrelevant labels , . Now, using proposition 2.3, we can write

Using this, together with the orthogonality relation

and the normalization condition , we obtain

Thus,

Finally, the function is a linear combination of the basis functions with . Here, the sequences have entries , , , and , where and so that . This means that they are labelled by two intermediate spins , so that in our notation we may replace the labels and by (l, k) and , respectively. Expressing these basis functions in terms of matrix elements according to proposition 2.3, and using once again the orthogonality relation (5.6), we obtain

A detailed calculation (see [3]) leads to

Remark 5.1. The relation between the quasicharacters contributing in equations (5.7) and (5.8), and the various trace types occurring, is seen by reference to the evaluations for N = 2 and N = 4 carried out in section 4 above. For example, (5.7) follows directly from the N = 2 table 1 after normalization; see example 4.3 for explicit evaluation of the N = 4 quasicharacter in (5.8) with maximal spin and internal labels, namely .

An alternative strategy for the Trstu expansion would be to exploit lemma A.3 (for quasicharacter products with distinct group elements), to build iteratively up to N = 4. While such products rely only on the angular momentum Clebsch–Gordan series (with unit 3j coefficients), the resultant expansion would then contain quasicharacters based on different tree labelling, necessitating further rearrangement (lemma A.1) to arrive at an expansion such as (5.8) over an orthonormal basis.□

Now, consider the eigenvalue problem for H. For that purpose, we simplify the notation by collecting the labels , j, and of the basis functions in a multi-index

Let denote the totality of all these multi-indices. According to proposition 2.4, the structure constants of multiplication, defined by

are given by

where and . Expanding

and using (5.9), as well as the fact that implies

Finally, the eigenvalue problem reads

for all . Here, εJ stands for the eigenvalue of the Casimir operator corresponding to the eigenfunction χJ, given by (5.4). Thus, we have obtained a homogeneous system of linear equations for the eigenfunction coefficients ψJ. The eigenvalues are determined by the requirement that the determinant of this system must vanish. Note that the sum over I in (5.12) is finite, because there are only finitely many nonvanishing WI. Moreover, by remark 4.12 in [2], also the sum over J is finite for every fixed K. Thus, we have reduced the eigenvalue problem for the Hamiltonian to a problem in linear algebra. Combining this with well-known asymptotic properties of 3nj symbols (see [8] (Topic 9), [28], and further references therein), we obtain an algebraic setting which allows for a computer algebra supported study of the spectral properties of H.

6. Conclusions

In the present study we have developed an analysis of the algebra of G-invariant representative functions over N copies of a group G, adapted to the case of angular momentum, . The property of invariance under simultaneous conjugation by a fixed group element is a generalization of the N = 1 case, which characterizes the standard theory of group characters. We have introduced the corresponding generalized irreducible quasicharacters, and for we have provided concrete methods for computations in examples of low degree—both explicit evaluations, and product expansions (sections 4.1 and 4.2). The existence of orthonormal basis sets guaranteed by the group invariant measure, leads to a characterization of equivalent bases, arising via traces of group element representatives over totally coupled states. As discussed above, the expansion of pointwise products, as well as changes of coupling scheme, or tree (see appendix), lead to a distinguished role for Racah recoupling coefficients as overlap and multiplicative structure constants. In particular, the latter are shown to be Racah symbols, generalizing the N = 1 case where the 3j symbols simply specify the angular momentum triangle condition (sections A.2 and A.3).

We refer to table 5 for an examination of the combinatorial structure of the invariant ring in the basis in more detail. The column sums (the Catalan sequence) reflect the overall multiplicity of total angular momenta obtained in the tensor product of N copies of the fundamental spin- representation (and coincide with the squared sum of multiplicities in the reduction of each module , by bracketing the tensor products of spin- modules (as in equation (2.11)) and assembling the resulting modules). The list entries refer to monomials in trace strings which are in bijection with the total count. For example, for N = 2 we have , as well as , for N = 3. For degree higher than 5, however, the entries marked represent reduced counts modulo additional relations which hold (including the restriction to partitions with parts of length 3), pertaining to the generating sets of various matrix invariant rings (see [29] and for example [30, 31]). In general, however, it is evident that the entries in tables 1 and 2 represent Kostka-type transformation coefficients between the orthonormal basis of irreducible quasicharacters, and selected monomial basis representatives.

Table 5. The Catalan number C(n) of monomials in linear, quadratic and cubic traces at degree .

nMonomial & numberTotal
22
35
414
nMonomial & numberTotal
542
6132

Table 6. Index of notation.

irreducible module ()
dimension of irreducible module (spin j, Dynkin label 2j)
isocopy space, ,
multiplicity of Hj within
spin labels (standard coupling; , )
spin labels (tree, leaf edges, internal edges, root edge)
two spin coupled state
multi-spin coupled state (standard coupling)
multi-spin coupled state (general T)
quasicharacter (standard coupling)
quasicharacter (general T)
N = 2 quasicharacter
N = 3 quasicharacter
Clebsch–Gordan coefficient )
Clebsch–Gordan coefficient
Racah recoupling coefficient ()
Racah 9j symbol
two spin projection operator
multi-spin projection operator
spin-j generator
permutation operator ()
j-fold symmetrization operator (for )
antisymmetrization, mixed symmetrization operator (for )

In the present context, the well known association between the recoupling calculus, and tensor categories of group representations, thus becomes mirrored in the role of the recoupling calculus in supporting the invariant ring of generalized group characters. Even for the N = 1 case and (angular momentum), this can be seen in the associativity of the set-theoretical operator specifying the angular momentum combination rules (equivalently, associativity of the 3j structure constants governing pointwise products of irreducible characters). On the other hand, from the pointwise product Lemma, while not manifest, the presence of recoupling coefficients as the structure constants ensures that associativity (and of course commutativity) is still consistent. This is clearly a concomitant of the tensor-categorical origins of the recoupling calculus itself [32].

It should further be noted that the general representation-theoretical setting for quasicharacters, namely, an N-fold tensor product of G-modules, is precisely the arena in which the so-called quadratic Racah algebra R(n) is defined (see for example [33]). In this case the algebraic generators are the partial Casimir operators rather than the projection operators which arise in the spectral decomposition . The rule (4.15) for expanding projection operator products, with the expansion coefficients being 9j Racah symbols, is thus an aspect of fine-grained structure wherein, in this instance, underlying the general R(n) quadratic bracket algebra, certain operator products themselves can be evaluated explicitly in closed form.

There appears moreover to be a functorial association between the pointwise algebraic product, and the combinatorial tree operations of join and multiply. For example, while products of more than two quasicharacters can by definition be evaluated pairwise, it is natural to conjecture that the resultant expansions can be recombined into a final summation reflecting the tree structure. In this way, the binary multiplication, schematically,

would have a ternary generalization

(with a similar expression for the opposite bracketing given that the associator must vanish), and also possibly for higher order products.

Additional structure in the case of the angular momentum recoupling calculus, includes the classification of fundamental recouplings according to equivalence classes of certain maximally connected trivalent graphs [10, 11] associated with the coupling trees involved16. It is a natural question to investigate how these distinctions influence specific quasicharacters, in their behaviour as multiplicands. It can also be expected that the functorial correspondences between algebraic operations on characters, and combinatorial moves on trees, emerging from our preliminary analysis, can be given more formal foundations. All of these considerations have relevance to the motivation of the applications in Hamiltonian lattice gauge theory and geometric quantization, and will form topics for ongoing study. In the case of physical gauge group , the recoupling theory must take account of the non-multiplicity free nature of the tensor products (see [3]). We hope to return to these questions in future work.

Acknowledgments

The authors thank Ronald King for discussions and valuable suggestions on the work.

Data availability statement

No new data were created or analysed in this study.

Appendix: irreducible quasicharacters and angular momentum recoupling calculus

In the foregoing the ring of -invariant representative functions associated to the irreducible quasicharacters has been analysed in the context of related combinatorial results in invariant theory, especially as regards counts and gradings. It is natural also to review the algebraic structure in more detail. This is the focus of the present section, bringing together various results that have been provided in [2, 3]. While the case is our primary concern here, some of the discussion nonetheless applies more generally, and this will be indicated at the appropriate places.

In this appendix we replace the label set by the data of a binary coupling tree. The choice of (planted), semi-labelled binary coupling tree and the composite data (the notation will be explained presently), will turn out to be key to unravelling the algebraic structure of the group invariant representative functions in terms of concrete manipulations with the associated irreducible quasicharacters χ, via the dependence on T and transformations between different coupling types. We therefore preface the discussion here with some notational conventions regarding tree and list manipulation. In the following subsections, the behaviour of the χ characters under change of T, and also their structure as a commutative algebra (pointwise multiplication), will be described.

A.1. Notation

An irreducible representation of the direct product group admits a complete reduction under the diagonal subgroup into a direct sum wherein the isocopy decomposition (for multiplicity ) is defined only up to isomorphism, for example dependent on a choice of intermediate submodules of coupled tensor products of elements of and an associated descending chain of subgroups (see equations (2.11) and (2.13)). Explicit construction of such couplings requires adoption of explicit bases, and use of the appropriate coupling coefficients as discussed in the main text. The decomposition into irreducible subspaces can be cast into more combinatorial terms as follows.

Coupled states

Given a planted binary tree T with N numbered leaf nodes. Let be the system of pairings belonging to the associated perfect matching [3436], ordered from 1 to N − 1 via the bijective correspondence which defines the tree, with , corresponding edge decorations (including the given angular momentum leaf edge labels), such that each child node i'' has edge decoration . Node labelled , the root, has parents such that for the root edge, (but the pair does not belong to the matching). Then the angular momentum coupled states are (compare equation (2.14))

with relabelling of the edge decoration list as according to a fixed presentation of T17.

We now introduce the basic quantities which underly the unitary equivalence of the admissible tensor product decompositions.

Recoupling coefficients [9]

For two different labelled trees (coupling schemes) the overlap of the coupled states, is zero if and , and moreover by covariance independent of m. The quantities

are the angular momentum recoupling coefficients (Racah coefficients).

In this general case the recoupling coefficients are of type as they are functions of the coupled state vectors with N + 1 fixed labels , and the additional intermediate labels . They form a unitary array of size which effect the isomorphism amongst isocopy spaces for given j, for varying couplings. We define two operations on trees [37] and corresponding coupling trees:

Tree join, :

The join is the tree with leaves formed by glueing the root edges of T and T' to make a new internal node, whose out edge terminates in the new root. The leaf labelling is thus the join

of the leaf sets, and the internal edge labels also incorporate the total angular momenta j and j' of T and T', which combine to a total angular momentum J. In the following we use adaptations of this notation for other label sets; for example .

Tree composition, :

The product is the tree with leaves formed by replacing each leaf edge of T by the root edge of a copy of T' above it. and in particular we have

Leaf duplication, :

The coupling tree formed by multiplication by a single cherry , thus has 2N leaves, which can be assigned labels as the thread

of two different leaf sets . In , the original leaf labels and of T, now become coupled angular momenta , corresponding to couplings of j1 with , j2 with , ⋯, and the final total angular momentum J replaces j on the edge corresponding to the root of T. In the following we use adaptations of this notation for other label sets; for example .

A.2. Properties: change of coupling tree , and pointwise multiplication

Recall that the irreducible quasicharacters are specified by sums over total angular momentum matrix elements between coupled states constructed using a given coupling tree, but possibly different internal labels:

Inserting complete sets of coupled states for a second coupling tree , and rearranging, leads to the

Lemma A.1 (Transformation rule under change of coupling tree). 

Evaluation of pointwise products of general quasicharacters proceeds via a schematic coupling and uncoupling manipulation. On the one hand, the product of traces can be viewed as a trace over a tensor product, for which totally coupled states are associated with the join of the individual coupling trees. On the other hand, the coupling tree T is a subtree of the thread , where the 2N angular momentum labels and must also be reordered as leaf labels, with the coupled N-component in turn providing the leaf labels of the subtree T:

Lemma A.2 (Pointwise product of quasicharacters). 

In this case the recoupling coefficients measure the overlap of two 2N-leaf coupling trees, and so each entail labels; discounting for each the N repeated spin labels within , and the overall common j, they are thus of - type, as appropriate for structure constants arising from expanding the pointwise product of two χ characters into a sum, . The structure constants reflect the commutativity of the pointwise product because of their symmetry (under interchange of and and ). (As shown in lemma A.4 (see [2, 3]), the recoupling coefficients factorize as a product of 9j symbols).

For pointwise multiplication of quasicharacters from two different coupling trees, the above formalism also goes through, and indeed the result can be expressed in the basis provided by a third tree (either directly, or via the transformation rule under change of coupling tree).

An important instance of pointwise multiplication is for a quasicharacter product

of type N1 with type N2, with distinct group elements and , respectively. This can be treated using lemma A.2 above, regarding each quasicharacter to be of type by expanding the spin labels of each multiplicand, namely , and , respectively. However, as usual, quasicharacter products may be written as the trace over the tensor product of the appropriate projectors in the total space. This tensor product is the penultimate pairing in the sequence of projectors based on the tree , whose previous couplings operate entirely separately on each subspace , corresponding to the left and right subtrees (see section18 A.1 and equations (2.11), (2.12)). Thus we can write, for the final pairing

and correspondingly

The manipulation on each pair , of degenerately labelled subspaces leads to

Lemma A.3 (Pointwise product with independent group elements). 

with internal edge labels and .

A.3. Products of N = 2 quasicharacters and 9j symbols

In the N = 2 case both the tree join, and multiplication (leaf duplication), of two 2-leaf trees (planted cherries), and , have the same shape (the balanced, 4-leaf tree (figure 1)), but of course with rearranged leaf labels according to , . The recoupling coefficients between totally coupled angular momentum states according to the respective schemes are thus dependent on nine quantities: four leaf labels, two pairs of internal labels and the total angular momentum.

Figure 1. Refer to the following caption and surrounding text.

Figure 1. Illustrating the join and composition of two two-leaf trees and their associated label sets and .

Standard image High-resolution image

In section 4.2, in the N = 2 case, rather than a direct calculation of the quasicharacter product , it was shown that the tensor product of the associated projectors can be manipulated in such a way that the quasicharacter product expansion follows immediately by taking an overall trace (see (4.16)).

As mentioned above, for specific evaluations it is convenient to refer all products to a fixed coupling scheme. Consider for definiteness the specific choice based on the totally unbalanced or so-called 'caterpillar' tree ; that is, with internal angular momenta assigned sequentially, viz. , , (labelled below with ). This is of course identical to the standard Clebsch–Gordan scheme of equation (2.11) with, in this case, , and . The statement of lemma 2.5, in the composite tree labelling notation, becomes (see [2, 3])

Lemma A.4 (Pointwise product and 9j factorization). The multiplicative structure constants for products of standard caterpillar tree quasicharacters are given (for ) by

where the symbol repeats the product of 9j symbols (see lemma 2.5), with replaced by . For N = 2, each product collapses to a single term yielding the coefficient (as in lemma 4.4)19)

Footnotes

  • Here, denotes the complexification of G.

  • Any other choice would yield the same basis vectors but multiplied by a phase which depends on only.

  • In the following formulae, the symmetrizers are redundant, but for clarity of presentation are inserted here. For notational convenience the reference representation (spin , Dynkin labels 1) has been shifted to the second tensor factor.

  • Reported as in table 1.

  • Using · as shorthand for tensor product.

  • Reported as in table 2.

  • 10 

    Following the definition in [8].

  • 11 

    Or (3.22), (4.11), respectively, for the cases .

  • 12 

    The expansion is determined up to overall proportionality by the absence in (4.30) of .

  • 13 
  • 14 

    See [26, 27].

  • 15 

    Note that, for the standard tree, no plaquettes having 3 off-tree links occur.

  • 16 

    For one-or two-line connected graphs, the associated recouplings are factorizable. Thus, whereas there is only one type of 6j or 9j Racah symbol, there are respectively two, and five, fundamental types for 12j and 15j.

  • 17 

    The list on a labelled tree diagram is mapped uniquely to edge decorations of the ordered node list via the bijection algorithm. In this presentation there is the analogue of the subgroup chain (equation (2.12)) and associated sets , (equation (2.13)) adapted to the binary tree and ordered pairings accorded by the perfect matching, together with projectors (cf equation (4.2)).

  • 18 

    The corresponding perfect matching is itself the union of matchings for T1 and T2.

  • 19 

    Identifiable using permutation symmetry on the 9j symbol rows and columns.

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