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Weyl Character and Multiplicity Formulas — Examples
1 · Prerequisites
- Abelian Categories
- Absolute and Conditional Convergence; Rearrangement; Products
- Adjunctions Units and Counits
- Algebraic Closure, Embeddings, and Separability
- Algebraic Extensions, Extension Degree, and Finite Fields
- Applications of the Fundamental Group
- Arc Length and Rectifiable Curves
- Artinian Rings and Length
- Binary Operations, Monoids, Groups and Subgroups
- Bounded Linear Operators and Quotient Spaces
- Bounded Variation and the Riemann–Stieltjes Integral
- Cardinal Arithmetic, Cofinality and the Alephs
- Cartan Subalgebras and Root Space Decompositions
- Categories, Functors and Natural Transformations
- Category O Finiteness Duality and Blocks
- Chain Complexes and Homology
- Chain Conditions, Semisimple Modules and the Wedderburn–Artin Theorem
- Chain Homotopy and the Homotopy Category
- Chains, Antichains, Sperner and Dilworth
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Differentiability and the Cauchy–Riemann Equations
- Complex Power Series and Analytic Functions
- Congruences, the Integers Modulo n and the Chinese Remainder Theorem
- Connectedness
- Constant Rank, Submersions, Immersions and Regular Level Sets
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Contour Integration
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- Covering Spaces and Lifting
- Cyclic Groups and Direct Products
- Darboux, L'Hôpital, and Taylor's Theorem
- Delta Functors and Universality
- Derived Functors
- Determinants of Matrices over a Commutative Ring
- Diagonalisation and the Minimal Polynomial
- Distributions Integral Manifolds and the Frobenius Theorem
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Divisibility, Greatest Common Divisors and Bézout's Identity
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Eigenvalues, Eigenvectors and the Characteristic Polynomial
- Euclidean Ordinary Differential Equations with Smooth Dependence
- Exactness and the Member Calculus
- Exterior Powers, Orientation and Hodge Duality
- Filters and Ultrafilters
- Finite Averaging and Character-Theory Prerequisites
- Finite Counting, Factorials and Binomial Coefficients
- Finite Dimensional Normed Spaces and Riesz Lemma
- Finite Weyl Invariants, Bruhat Order, and Kostant Harmonics
- Formal Power Series
- Foundations of the Real Numbers for Analysis
- Free Modules, Exact Sequences, Projective and Injective Modules
- Fubini and Change of Variables
- Fundamental Trigonometric Identities
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Goursat's Theorem and Cauchy's Theorem in a Convex Domain
- Graphs, Walks and Connectivity
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Group Homomorphisms and the Isomorphism Theorems
- Harish Chandra Isomorphism Casimir and Central Characters
- Hereditary and Productive Behaviour of the Separation Axioms
- Highest Weight Theory for Complex Semisimple Lie Algebras
- Holomorphic Functions of Several Complex Variables
- Homomorphisms Between Verma Modules and Linkage
- Homotopy and Homotopy Equivalence
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Lie Algebra Representations, Enveloping Algebras, and PBW
- Lie Groups, Invariant Fields, and the Exponential Map
- Lie Subgroups, Actions, and Homogeneous Spaces
- Limits and Colimits
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Line Integrals and the Gradient Theorem
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Long Exact Sequences in Homology
- Manifolds with Boundary Collars and Orientations
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Modules, Submodules, Quotient Modules and the Isomorphism Theorems
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Noetherian Rings and Hilbert Basis
- Normal Subgroups and Quotient Groups
- Normed and Banach Spaces
- Order, Zorn's Lemma, and the Axiom of Choice
- Ordinal Arithmetic and the First Uncountable Ordinal
- Ordinals, Cardinals, and Transfinite Recursion
- Partitions of Unity and Paracompactness
- pi: the Equivalent Characterizations
- Picard-Lindelöf and First-Order Ordinary Differential Equations
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- Preadditive and Additive Categories and Biproducts
- Primes, Euclid's Lemma and the Fundamental Theorem of Arithmetic
- Projective and Injective Resolutions
- Projectives Standard Filtrations and Bgg Reciprocity
- Properties of the Integral and the Working FTC
- Rank Theorems and Embedded Submanifolds
- Reflective Subcategories and the Adjoint Functor Theorems
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Root Systems, Dynkin Diagrams, and the Cartan-Killing Classification
- Roots, Rational Powers, and Classical Inequalities
- Semisimple Lie Algebras, Cohomology, and Levi Theory
- Separation Axioms: the Hierarchy
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Simple Field Extensions and the Construction of the Complex Numbers
- Sine, Cosine, and the Definition of Pi
- Smooth Manifolds and Smooth Maps
- Smooth Partitions of Unity and Exhaustions
- Smooth Vector Bundles and Sections
- Solvable and Nilpotent Lie Algebras
- Splitting Fields
- Subobject Lattices Generators and the Grothendieck Axioms
- Subspaces, Products, and Quotients
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- Tangent Cotangent and the Differential
- Tensor Products of Modules
- The BGG Resolution
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Complex Exponential and Euler's Formula
- The Derivative and the Mean Value Theorems
- The Determinant of a Linear Operator, Cofactors and Cramer's Rule
- The Diagram Lemmas in an Abelian Category
- The Exponential Function
- The Fundamental Group
- The Fundamental Theorem of Finite Abelian Groups
- The Fundamental Theorems of Calculus
- The Galois Correspondence
- The Group Algebra and Representations of Finite Groups
- The Holomorphic Inverse Function Theorem and Weierstrass Preparation
- The Identity Theorem, the Maximum Principle and the Open Mapping Theorem
- The Inverse and Implicit Function Theorems
- The Inverse Function Theorem Completed
- The Logarithm and General Powers
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Spectral Theorem, Positive Operators and Singular Value Decomposition
- The Topology of Euclidean Space
- The Total Derivative in ℝᵐ → ℝⁿ
- The Winding Number and the Global Cauchy Theorem
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Tor Flatness and Global Dimension
- Trees, Forests and Spanning Trees
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Uniform Spaces: the Three Definitions
- Universal Properties, Representables and the Yoneda Lemma
- Vector Fields Flows and Lie Derivatives
- Vector Spaces, Linear Subspaces, Span and Direct Sums
- Verma Modules and Shapovalov Forms
- Weyl Character and Multiplicity Formulas
2 · Summary
These leaves check the formulas on the smallest systems. The example expands both sides of the denominator identity over the eight subsets of the positive roots and matches the six Weyl translates term by term. The example runs the telescoping quotient and the dimension specialization, including the boundary case .
The adjoint module is used twice: Kostant's formula computes the zero weight with , and Freudenthal's recursion recovers the same multiplicity from the six extremal weights, with the indeterminate case occurring only at the top weight. The dimension formula for a fundamental module checks the normalisation against the three-dimensional defining representation, and the counterexample shows that dropping the shift in Kostant's formula returns the wrong multiplicity already for in .
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
The A2 Weyl denominator expansion
Example
Assume the Axiom of Choice (The Axiom of Choice). Take with simple roots realized as in Root systems of the classical complex Lie algebras, positive roots , Weyl vector and Weyl group with lengths . Expanding both sides of the denominator identity (The Weyl denominator identity) gives a finite identity between polynomials. The left side expands over the eight subsets with signs , and the unit terms from and cancel; the remaining monomials are , which agrees term by term with the six Weyl translates of the right side.
Facts & Assumptions
Given: The Axiom of Choice, the realization of with diagonal Cartan subalgebra and roots , the positive system , the Weyl vector , the Weyl group with its elements and lengths, and the alternant .
The Axiom of Choice is assumed; it enters through the root-system and denominator suppliers below (The Axiom of Choice).
In this realization the positive roots are and , the Weyl group acts by the simple reflections with , , , , so , , , and , while (Root systems of the classical complex Lie algebras, Classical complex matrix Lie algebras, The Weyl vector rho for a chosen positive system, The root set is a reduced crystallographic root system).
The Weyl group of is with lengths , length being the number of inversions and the least number of simple reflections in an expression (Weyl length equals inversion number).
The denominator identity states , and (The Weyl denominator identity, The Weyl alternation operator).
Verification
The right side of the identity is the alternant by [F3] and the length table [F2], and substituting the translates computed in [F1] gives .
The left side expands over the eight subsets of as ; the exponents are for , for , for , for and for , for , for and for , with the signs in this order.
The two unit contributions in step 1.2, namely from and from , cancel, so the left side equals , the same six monomials with the same signs as the right side computed in step 1.1; hence both sides of the denominator identity agree term by term in .
Omitting the rho shift breaks Kostant's formula
Statement refuted
False claim. In Kostant's weight multiplicity formula the second shift can be omitted, that is, the multiplicity of as a weight of equals as well.
Facts & Assumptions
Given: The Axiom of Choice, with positive root , fundamental weight , Weyl group , Weyl vector , the weight , the weight , and the Kostant partition function .
The Axiom of Choice is assumed; it enters through the Kostant formula used in the counterexample (The Axiom of Choice).
For the positive root satisfies and , so and (Finite Weyl root system, lattice and chamber conventions, Fundamental weights, The Weyl vector rho for a chosen positive system).
is the irreducible three-dimensional -module whose weights are , each with multiplicity one (Finite-dimensional representations of sl_2, Integral, dominant, and strictly dominant weights).
counts the families with , so , while because and are not nonnegative integral multiples of the simple root ; the multiplicity formula of the Statement is (The Kostant partition function, Kostant's weight multiplicity formula).
Counterexample
The correct formula of [F3] gives , in agreement with the weight string of [F2].
The modified expression omitting the shift gives , because and are not nonnegative integral multiples of .
Steps 1.1 and 1.2 exhibit a weight, namely in , whose true multiplicity is while the modified formula returns ; hence the modified formula is false, and the shift inside the partition argument is not a convention that can be dropped.
Kostant multiplicity in the sl3 adjoint module
Example
Assume the Axiom of Choice (The Axiom of Choice). Take with and let be the highest root, so that the adjoint module is (The adjoint highest weight is the highest root, Highest-weight classification). Compute the multiplicity of from Kostant's formula (Kostant's weight multiplicity formula): with , the terms are for , and for every , so only contributes and , the two partitions being itself and ; this matches the adjoint weights (multiplicity one each), (multiplicity one each), (multiplicity one each) and the zero weight of multiplicity two, for .
Facts & Assumptions
Given: The Axiom of Choice, the realization of with diagonal Cartan subalgebra and roots , where , the Weyl group with simple reflections , the Weyl vector , and the adjoint module .
The Axiom of Choice is assumed; it enters through the Kostant formula and the highest-weight suppliers below (The Axiom of Choice).
In this realization the positive roots are and is the highest root; the simple reflections act by , , , , and (Root systems of the classical complex Lie algebras, Classical complex matrix Lie algebras, Height and highest root, The Weyl vector rho for a chosen positive system).
with lengths , and the adjoint module is the irreducible module of highest weight ; its weights are the roots together with , with the root spaces one-dimensional and of dimension (The adjoint highest weight is the highest root, Finite semisimple Cartan, root and string structure, Weyl length equals inversion number).
, because a family with is either or , while for (The Kostant partition function).
Kostant's formula reads , and is dominant integral (Kostant's weight multiplicity formula, Integral, dominant, and strictly dominant weights).
Verification
With , and the arguments of [F4] are ; for this is with by [F3], while for it is , for it is , for it is , for it is and for it is , none of which lies in , so those partitions vanish by [F3].
The two partitions counted by are the family with and the family with , both summing to .
Steps 1.1 and 1.2 give ; the adjoint weights are the six roots, each with multiplicity one by [F2], and the zero weight whose multiplicity is the dimension of , so the weighted count is , matching the computed zero multiplicity.
Freudenthal recursion for the sl3 adjoint zero weight
Example
Assume the Axiom of Choice (The Axiom of Choice). Keep the setting of Kostant multiplicity in the sl3 adjoint module: , , . Then , and in the right side of Freudenthal's weight multiplicity recursion only contributes, since are not weights of the adjoint module ; hence the recursion reads . In the realization , , of Root systems of the classical complex Lie algebras the three positive roots have the same length, and , so and , recovering Kostant multiplicity in the sl3 adjoint module. The extremal weights are the Weyl orbit of the top weight and each has multiplicity one (Extremal Weyl-orbit weights); among them only the top weight has the vanishing recursion coefficient of the indeterminate case in Freudenthal recursion terminates from the highest weight, whose base value is stated there.
Facts & Assumptions
Given: The Axiom of Choice, the realization of with positive roots of equal length, the Weyl vector , the top weight , the weight , the adjoint module , and the multiplicities .
The Axiom of Choice is assumed; it enters through the Freudenthal recursion and the highest-weight suppliers below (The Axiom of Choice).
In the realization , the positive roots are with , and (Root systems of the classical complex Lie algebras, Classical complex matrix Lie algebras, The Weyl vector rho for a chosen positive system).
The adjoint module is and its weights are with multiplicity , and each with multiplicity (The adjoint highest weight is the highest root, Kostant multiplicity in the sl3 adjoint module).
Freudenthal's recursion reads (Freudenthal's weight multiplicity recursion).
The extremal weights each have multiplicity one, and the recursion has the base value with the indeterminate case occurring, among actual weights of , only at (Extremal Weyl-orbit weights, Freudenthal recursion terminates from the highest weight).
Verification
With and the recursion coefficient of [F3] is , and the weights of are nonzero only for by the weight list [F2], so each inner sum of reduces to its term .
By [F1] all three positive roots have the same squared length, and by [F2] , so the right side of the recursion is .
Combining steps 1.1 and 1.2, the recursion reads , and since this gives , recovering the value computed by Kostant's formula in [F2].
The extremal weights are the six Weyl translates of , each of multiplicity one by [F4]; the recursion coefficient vanishes, among actual weights of , only at by [F4], so among the extremal weights only the top weight is the indeterminate case of the recursion, whose value is the stated base case; this is consistent with the recursion fixing every other multiplicity from that base.
Weyl character and dimension formulas for sl2
Example
Assume the Axiom of Choice (The Axiom of Choice). Take with positive root , , and , , dominant integral. Then for every , and the Weyl character formula (The Weyl character formula) gives a sum of terms; the Weyl dimension formula (The Weyl dimension formula) gives ; the boundary case gives the one-term character and .
Facts & Assumptions
Given: The Axiom of Choice, with its positive root , fundamental weight , Weyl group , Weyl vector , and the dominant integral weights with .
The Axiom of Choice is assumed; it enters through the character and dimension formulas below (The Axiom of Choice).
, , , and ; the length of is (The Weyl vector rho for a chosen positive system, Integral, dominant, and strictly dominant weights).
for every , and the Weyl character formula and Weyl dimension formula read and (The Weyl alternation operator, The Weyl character formula, The Weyl dimension formula).
In the completed ring the elements are invertible with , and is invertible with inverse , because is invertible (The completed formal character ring, Geometric series are invertible in the completed character ring, The Weyl denominator identity).
For the module is the finite-dimensional simple module of highest weight (Highest-weight classification).
Verification
By [F2] the character is , the quotient being the formal product with the inverse of [F3].
Multiplying the displayed quotient by telescopes: , so the finite sum of terms is the product of the numerator with the inverse of and hence equals by step 1.1.
By [F2] the dimension formula gives , since by [F1] and the positive system consists of the single root ; specializing to gives for the character and for the dimension.
The Weyl dimension formula for a fundamental sl3 module
Example
Assume the Axiom of Choice (The Axiom of Choice). Take with simple roots , positive roots , fundamental weight dual to and Weyl vector . The Weyl dimension formula (The Weyl dimension formula) gives matching the three-dimensional defining representation of .
Facts & Assumptions
Given: The Axiom of Choice, the realization of with simple roots , positive roots with , the fundamental weight , the Weyl vector and the coroots .
The Axiom of Choice is assumed; it enters through the dimension formula and the highest-weight suppliers below (The Axiom of Choice).
In this realization the positive roots are and , whose coroots in the simply-laced system add: (Root systems of the classical complex Lie algebras, Classical complex matrix Lie algebras, The root set is a reduced crystallographic root system).
The fundamental weight is dual to : and , and the Weyl vector satisfies and ; moreover (Fundamental weights, Integral, dominant, and strictly dominant weights, The root set is a reduced crystallographic root system).
The Weyl dimension formula states (The Weyl dimension formula).
The defining representation of has weights , with the highest weight ; it is irreducible, because for a nonzero with the matrix units with and the diagonal elements of produce all three basis vectors , so the submodule generated by is everything; hence has dimension (Classical complex matrix Lie algebras, Highest-weight classification).
Verification
By [F2] the three coroot pairings of the numerator are , and, using from [F1], , while the denominators are and .
Substituting these six values into the product of [F3] gives .
The defining module is irreducible of highest weight by [F4], so has dimension , in agreement with the product computed in step 2.1; this checks the normalisation of the product.
Sources
- P. Etingof, Lie Groups and Lie Algebras II (MIT 18.755, Spring 2024), complete lectures
- A. W. Knapp, Lie Groups Beyond an Introduction, 2nd ed.
- B. Weber, Weyl Character Formula II: Formulas of Weyl and Kostant (Penn Math 651, March 2013)
- A. Moreau, Representation Theory of Lie Algebras (M2, Université Paris-Saclay, 2025--2026)
- R. Borcherds, Berkeley Math 261 course notes, page on the Freudenthal multiplicity formula