Representations of
Anchor (Master): Cartan 1894 *Sur la structure des groupes de transformations finis et continus* (Thèse, Paris) — classification of simple Lie algebras with $A_2 = \mathfrak{sl}_3$ as the rank-two base case; Killing 1888-90 *Mathematische Annalen* — first classification of root systems including $A_2$; Weyl 1925-26 *Theorie der Darstellung kontinuierlicher halb-einfacher Gruppen* (Math. Z. 23, 271-309; 24, 328-376) — character and dimension formulas; Freudenthal 1954 *Indagationes Mathematicae* 16, 369-376 — multiplicity formula; Steinberg 1961 *Trans. AMS* 100, 392-400 — alternative derivation of Weyl character; Fulton-Harris *Representation Theory* §12-§13; Humphreys §13; Serre *Complex Semisimple Lie Algebras* §VI
Intuition [Beginner]
The Lie algebra is the next step after , and its representation theory is the first place where the ladder picture of rank one gives way to a genuinely two-dimensional weight picture. Instead of a single linear chain of weight spaces, the weights of an irreducible representation of sit at the points of a hexagonal grid in a plane. The convex hull of these points is a hexagon, and the symmetries of the hexagon are exactly the Weyl group of the root system .
There are two Cartan generators, and , that play the role of in the rank-one story. They commute, so every irreducible representation can be simultaneously diagonalised: each vector has a definite pair of eigenvalues, called its weight, drawn in a plane. Six raising and lowering operators move between weight spaces in six directions — the six roots of , arranged like the spokes of a regular hexagon.
Two representations stand out as building blocks. The standard representation has weights at the three vertices of an upward-pointing triangle. The dual representation has weights at the three vertices of a downward-pointing triangle. Every other irreducible is built from tensor products of and , indexed by two non-negative integers counting the symmetric powers in each direction. The dimension grows as a polynomial of degree three in , and the adjoint representation of dimension eight (the famous "eight-fold way" of particle physics) is the rank-two analogue of the spin-one rung of .
Visual [Beginner]
A picture of a hexagonal weight diagram for the adjoint representation of . Six outer dots sit at the vertices of a regular hexagon, each labelled by a root vector: . A double dot at the centre indicates the multiplicity-two zero weight. Arrows along the six edge directions show the action of the raising and lowering operators and . To the side, two smaller triangles label the two fundamental representations (upward triangle, weights ) and (downward triangle, weights ).
The hexagon is the rank-two replacement for the linear ladder. Each irreducible representation has weights filling a hexagon (or a triangle, in the boundary cases or ) with multiplicities determined by how far inside the hexagon a weight lies — the inner layers stack up multiplicities while the outermost layer always has multiplicity one.
Worked example [Beginner]
Build the adjoint representation of explicitly. The space is itself, the eight-dimensional space of traceless matrices, and the action is the commutator: for and .
Step 1. Pick a basis of the Cartan subalgebra. Set and . These commute: .
Step 2. Pick basis vectors for the six off-diagonal directions. Write for the matrix with a 1 in the slot and zeros elsewhere. The six off-diagonal with each lie in .
Step 3. Read off the action of on . Compute . Similarly . So is a weight vector with weight — this is the simple root in coordinates.
Step 4. Repeat for all six off-diagonal directions. The weights come out as for , for , for , and the negatives for . The six weights form a regular hexagon centred at the origin.
Step 5. The remaining two dimensions are the Cartan subalgebra itself. Both and have weight : each commutes with itself. So the zero-weight space has dimension two, and the total weight-multiplicity count is .
What this shows: the adjoint representation is exactly the hexagonal weight diagram, with six outer dots of multiplicity one and one inner dot of multiplicity two at the centre. The integer parameters identify this irreducible as , and the Weyl dimension formula confirms .
Check your understanding [Beginner]
Formal definition [Intermediate+]
The Lie algebra is the eight-dimensional complex Lie algebra of traceless complex matrices under the commutator bracket. A standard basis adapted to the root-space decomposition consists of two diagonal Cartan generators $$ H_1 = \begin{pmatrix} 1 & 0 & 0 \ 0 & -1 & 0 \ 0 & 0 & 0 \end{pmatrix}, \qquad H_2 = \begin{pmatrix} 0 & 0 & 0 \ 0 & 1 & 0 \ 0 & 0 & -1 \end{pmatrix}, $$ and the six off-diagonal matrix units for , where has a in the entry and zeros elsewhere. The bracket relations are determined by together with the diagonal-bracket relations for the chosen Cartan basis. Equivalently, writing for the linear functional reading off the -th diagonal entry of a diagonal matrix, the off-diagonal is a weight vector of weight on the Cartan subalgebra .
The Cartan subalgebra is the two-dimensional abelian subalgebra of diagonal traceless matrices, spanned by and (or equivalently by any two of , , ). The root system is the set of non-zero weights of the adjoint action of on : $$ \Phi = { \pm(L_1 - L_2), \pm(L_2 - L_3), \pm(L_1 - L_3) }, $$ six vectors arranged hexagonally in the two-dimensional space . The simple roots are and , and the positive roots are . The Cartan matrix with respect to this base is $$ A = \begin{pmatrix} 2 & -1 \ -1 & 2 \end{pmatrix}, $$ where and the inner product on is normalised so that simple roots have squared length .
A representation of on a complex vector space is a Lie algebra homomorphism . A weight vector of weight is a non-zero satisfying for all . The weight space is the simultaneous -eigenspace at weight . Because the off-diagonal generators shift weights — by the same calculation as in the case — every finite-dimensional representation decomposes as .
A highest-weight vector is a weight vector annihilated by all the positive root operators . The fundamental weights are defined by duality with the simple coroots: . Concretely, and when restricted to the subject to . A weight is integral dominant when with . Writing for the irreducible representation with highest weight unties the parametrisation: is the defining representation on with highest weight , and is its dual with highest weight .
Counterexamples to common slips
- The Cartan subalgebra is two-dimensional, not three. Three diagonal matrices span a three-dimensional space, but the trace constraint cuts one dimension. The two generators chosen above form a basis of the resulting -plane.
- The Weyl group of is the symmetric group , acting on the three weights by permutation, of order — not as in the rank-one case. The hexagonal weight diagram has the dihedral symmetry of the regular hexagon, generated by the two simple reflections .
- The two fundamental representations and are not isomorphic — they have opposite highest weights versus and their weight diagrams are mirror images. For , by contrast, because there is one fundamental and the Weyl group identifies a weight with its negative.
Key theorem with proof [Intermediate+]
Theorem (Classification of finite-dimensional irreducible representations of ). The finite-dimensional irreducible representations of are in bijection with pairs of non-negative integers . For every such pair there exists a finite-dimensional irreducible representation of , unique up to isomorphism, characterised by the existence of a highest-weight vector annihilated by and satisfying , . Conversely, every finite-dimensional irreducible representation of is isomorphic to some .
Proof. The proof has three parts: existence (construct ), uniqueness (any two irreducibles with the same highest weight are isomorphic), and integrality (the highest weight must be integral dominant).
Part 1: integrality from existence of a highest-weight vector. Let be a finite-dimensional irreducible representation. The Cartan subalgebra acts by commuting diagonalisable operators on (by -triple arguments applied to each ; each acts diagonalisably because restricts to a finite-dimensional representation of the corresponding , which is completely reducible into the each diagonalising ). So decomposes as into -weight spaces, and the positive root operators shift weight by respectively.
Choose a partial order on weights: when is a non-negative integer combination of positive roots. Finite-dimensionality of together with the weight-shift property implies the set of weights of has a maximal element with respect to . Any weight vector is annihilated by (since is strictly greater than , but is maximal, so the corresponding image is zero). So is a highest-weight vector.
Restrict the -triple to act on . By the classification (see 07.06.11), the chain of vectors generates a finite-dimensional -submodule that decomposes into irreducibles , each with integer top eigenvalue . The top eigenvalue on the chain through is , so . The same argument with the -triple forces . So is integral dominant.
Part 2: existence. Given , construct as the irreducible quotient of the Verma module , where is the Borel subalgebra spanned by and the positive root operators, and is the one-dimensional -module on which acts by and the positive root operators act by zero. The Verma module is infinite-dimensional but admits a unique maximal proper submodule , and the quotient is the irreducible highest-weight module of weight .
The argument that is finite-dimensional uses the integral-dominance condition together with the structure of the Weyl group. By the Harish-Chandra/Verma analysis (see 07.06.06), the submodule generated by and (where ) is the kernel making finite-dimensional, with weight set equal to the Weyl-group orbit of weights with and in the convex hull of the Weyl-orbit of . Setting completes the existence step.
Part 3: uniqueness. Suppose and are two finite-dimensional irreducibles of with the same highest weight . Pick highest-weight vectors and . The tensor product contains a -invariant element by the matrix-coefficient where acts to take to ; equivalently, by Schur's lemma the space is one-dimensional, generated by the unique morphism sending to . This morphism is non-zero, hence an isomorphism by irreducibility. So , completing the uniqueness step.
Theorem (Weyl dimension formula for ). The dimension of the irreducible representation is $$ \dim V_{a, b} = \tfrac{1}{2} (a + 1)(b + 1)(a + b + 2). $$
Proof. Apply the Weyl dimension formula (see 07.06.08):
$$
\dim V_\lambda = \prod_{\alpha \in \Phi^+} \frac{(\lambda + \rho, \alpha)}{(\rho, \alpha)},
$$
where in fundamental-weight coordinates is the half-sum of positive roots. The three positive roots of are . In coordinates where the inner product is the standard Euclidean one rescaled so :
- , , ;
- , , .
Multiplying the three ratios: , as claimed.
Bridge. This dimension formula builds toward the general Weyl character formula and identifies the integer-pair classification with explicit polynomial growth in . The foundational reason the highest-weight theorem works in rank two is exactly the rank-one ladder structure applied along each of the two simple roots: the integrality is the same integrality that forced in the case (see 07.06.11), now propagated along two independent simple-root directions instead of one. This is exactly the central insight that generalises to all of Cartan-Killing: every irreducible representation of a semisimple Lie algebra is determined by an integral dominant highest weight, and the dimension is computed by the Weyl product formula over positive roots. The hexagonal weight diagram of is dual to the integer-pair parametrisation through the explicit map from a dominant weight to the convex hull of its Weyl-orbit, and putting these together identifies with the data in a Weyl-symmetric and combinatorially explicit way. The bridge is that the two fundamental representations and of generalise the single fundamental representation of to a rank-two pattern, and the Weyl dimension formula appears again in 07.06.08 (Weyl dimension formula) as the universal answer that specialises here to .
Exercises [Intermediate+]
Lean formalization [Intermediate+]
Mathlib has the abstract Lie-algebra infrastructure in Mathlib.Algebra.Lie.Basic, the matrix-bracket construction in Mathlib.Algebra.Lie.OfAssociative, and weight-module scaffolding in Mathlib.Algebra.Lie.Weights.Basic, but no named development of the representation theory of . The intended formalisation reads schematically:
import Mathlib.Algebra.Lie.Basic
import Mathlib.Algebra.Lie.OfAssociative
import Mathlib.LinearAlgebra.Matrix.Trace
namespace Codex.Sl3
/-- The Lie algebra sl₃ ℂ as traceless 3×3 complex matrices. -/
abbrev sl3 : Type := { M : Matrix (Fin 3) (Fin 3) ℂ // M.trace = 0 }
/-- Cartan generator H₁ = diag(1, -1, 0). -/
noncomputable def H1 : sl3 := sorry
/-- Cartan generator H₂ = diag(0, 1, -1). -/
noncomputable def H2 : sl3 := sorry
/-- The Cartan subalgebra is spanned by H₁ and H₂; bracket vanishes. -/
theorem cartan_commute : ⁅H1, H2⁆ = 0 := sorry
/-- Cartan matrix of A₂. -/
noncomputable def cartanMatrix : Matrix (Fin 2) (Fin 2) ℤ :=
![![2, -1], ![-1, 2]]
/-- The irreducible representation V_{a,b} with highest weight a λ₁ + b λ₂. -/
noncomputable def V (a b : ℕ) : Type := sorry
/-- Weyl dimension formula for sl₃. -/
theorem weylDim (a b : ℕ) :
Module.finrank ℂ (V a b) = (a + 1) * (b + 1) * (a + b + 2) / 2 :=
sorry
/-- Highest-weight classification: every finite-dimensional irreducible
representation of sl₃ ℂ is V_{a,b} for some unique (a, b). -/
theorem highestWeight_classification
{W : Type*} [AddCommGroup W] [Module ℂ W] [Finite W]
[LieModule ℂ sl3 W] (irred : IsIrreducible ℂ sl3 W) :
∃ a b : ℕ, Nonempty (W ≃ₗ⁅sl3⁆ V a b) :=
sorry
/-- The adjoint representation is V_{1,1}. -/
theorem adjoint_iso_V11 :
Nonempty (sl3 ≃ₗ⁅sl3⁆ V 1 1) :=
sorry
end Codex.Sl3
The proof gap is twofold: first, the linear-algebra computations of the bracket relations and the Cartan-subalgebra decomposition are finite-rank matrix manipulations that Mathlib's matrix infrastructure supports, but the named theorems identifying the Cartan-subalgebra-with-diagonal-traceless and the six root spaces with the off-diagonal matrix units are not packaged. Second, the highest-weight classification reduces by a Verma-module quotient argument to the integrality , where the rank-one ladder applied along each simple-root direction propagates the integrality from the case (07.06.11); Mathlib has the abstract weight-module scaffolding but not the concrete implementation. The Weyl dimension formula in this case reduces to evaluating a product of three rational expressions, formalisable as a numerical lemma but not currently packaged. The adjoint-representation identification would follow from a weight-multiplicity count.
Advanced results [Master]
Theorem (Convex-hull description of weights). Let be the irreducible representation of with highest weight . The set of weights of is the intersection of the Weyl-group orbit with the convex hull $\mathrm{conv}(W \cdot \lambda) \subset \mathfrak{h}^{\mathbb{R}}\mu\mu - \lambda \in \mathbb{Z} \Phi$ (the root lattice). The multiplicities are determined by the Freudenthal recursion* $$ ((\lambda + \rho, \lambda + \rho) - (\mu + \rho, \mu + \rho)) m\mu = 2 \sum_{\alpha \in \Phi^+} \sum_{k \geq 1} m_{\mu + k\alpha} (\mu + k\alpha, \alpha). $$ The outermost weights (those on the boundary of the convex hull, in the Weyl-orbit of ) have multiplicity exactly , and each interior shell increases multiplicities by until the central shell is reached.
This is the rank-two version of the convex-hull description that already appears for as a line segment with multiplicity at each integer point. The hexagonal weight diagram is the Weyl orbit of the highest weight, and the shells from the boundary inward have multiplicities stabilising once a shell becomes triangular (in pure or cases the diagram is a single triangle and all multiplicities are ).
Theorem (Clebsch-Gordan decomposition for fundamental representations). The tensor products of the two fundamental representations of decompose as $$ V \otimes V \cong V_{2, 0} \oplus V_{0, 1} = \mathrm{Sym}^2(V) \oplus \Lambda^2(V), $$ $$ V \otimes V^* \cong V_{1, 1} \oplus V_{0, 0} = \mathrm{Ad}(\mathfrak{sl}3) \oplus \mathbb{C}, $$ $$ V^* \otimes V^* \cong V{0, 2} \oplus V_{1, 0} = \mathrm{Sym}^2(V^) \oplus \Lambda^2(V^). $$ The first and third decompositions express the splitting of a -dimensional tensor product into symmetric and antisymmetric parts; the middle decomposition identifies the adjoint as the traceless part of $V \otimes V^ \cong \mathrm{End}(V)$.*
This is the rank-two analogue of the Clebsch-Gordan rule . The middle identity is the canonical Lie-algebraic statement that the endomorphism algebra of decomposes as the trace-zero subspace (the adjoint) plus the scalar subspace (the identity). In physics this is the SU(3) tensor decomposition — the eight-fold way of Gell-Mann and Ne'eman, where the eight is the adjoint and the one is the trace.
Theorem (Steinberg / Littlewood-Richardson for ). The Clebsch-Gordan multiplicities for are given by the rank-two specialisation of the Littlewood-Richardson rule, equivalently by Steinberg's character formula: $$ \chi_{V_{a_1, b_1}} \chi_{V_{a_2, b_2}} = \sum_{(a, b)} N^{(a, b)}{(a_1, b_1), (a_2, b_2)} \chi{V_{a, b}}, $$ where counts semistandard Young tableaux of shape (in the two-row Young-diagram language for ) with content determined by the input weights, modulo a Weyl-group anti-symmetrisation.
The general Clebsch-Gordan rule is not as compact as the formula but is still computable in polynomial time and gives the full structure of the representation ring of . The rule appears again in 07.06.07 (Weyl character formula) as a character-theoretic identity.
Theorem (Casimir element and central characters). The quadratic Casimir element $$ C = \tfrac{1}{2} H_1^2 + \tfrac{1}{2} H_2^2 + \tfrac{1}{2} H_1 H_2 + \tfrac{1}{2} H_2 H_1 + \sum_{\alpha \in \Phi^+} (E_\alpha F_\alpha + F_\alpha E_\alpha) $$ lies in the centre of the universal enveloping algebra . On the irreducible representation it acts as the scalar $$ C |{V{a, b}} = (\lambda + \rho, \lambda + \rho) - (\rho, \rho) = \tfrac{1}{3}(a^2 + b^2 + ab) + a + b, $$ where and .
The Casimir scalar in rank two is no longer a single integer parameter but a quadratic polynomial in . The Harish-Chandra centre is a polynomial algebra in two generators (the quadratic and cubic Casimirs), reflecting the rank-two parametrisation; this is the rank-two instance of the general Harish-Chandra isomorphism .
Theorem (Borel-Weil realisation for ). Every irreducible of is realised geometrically as , the space of holomorphic global sections of the line bundle on the flag variety (the full flag variety of ) twisted by the character of the maximal torus.
This is the geometric counterpart to the algebraic classification, and the rank-two case of the Borel-Weil theorem (see 07.06.09). The flag variety is a six-dimensional complex projective variety, the simplest case of a complete flag variety beyond , and the line bundles are indexed by pairs of non-negative integers exactly as the irreducible representations are.
Synthesis. The representation theory of is the foundational reason that the rank-two case of Cartan-Killing classification works, and it is exactly the rank-one ladder structure (07.06.11) propagated along two independent simple-root directions. The central insight is that every irreducible representation is generated by a highest-weight vector annihilated by both positive simple-root operators, with the two independent integers replacing the single integer of ; this is exactly the local model for every weight chain in every higher-rank Lie algebra, with the rank two simply tracking two simultaneously available raising-lowering directions instead of one. The hexagonal weight diagram with its Weyl symmetry and shell-by-shell multiplicity structure builds toward the general weight-multiplicity machinery of arbitrary semisimple Lie algebras, with the Weyl-orbit-and-convex-hull description appearing again in 07.06.07 (Weyl character formula) as the universal recipe. The Weyl dimension formula generalises the rank-one by adding a quadratic factor for the third positive root .
Putting these together, the pattern is clear: has fundamental representations (the exterior powers ), a Cartan subalgebra of dimension , a root system with roots, a Weyl group , and a Weyl dimension formula given by an -fold product over positive roots — and every step of this pattern is the rank- propagation of the rank-one engine. The bridge between and the geometric / topological side of representation theory is the Borel-Weil theorem 07.06.09: is geometrically the space of holomorphic sections of the line bundle on the flag variety , identifying algebraic highest-weight data with cohomological data on a complex projective variety.
The duality between the algebraic and the combinatorial picture sharpens at rank two. The Freudenthal multiplicity formula computes the integer multiplicity of every weight in recursively from the highest weight inward, with the shells of the hexagonal diagram carrying multiplicities in stair-step fashion until the central shell is reached. The Weyl-orbit-and-convex-hull description identifies the weight set with the lattice points of the convex polygon . Steinberg's general Clebsch-Gordan formula gives the tensor-product decomposition via inclusion-exclusion over , generalising the Pieri rule and culminating in the full Littlewood-Richardson description for via two-row Young tableaux. Quantum deformation produces with the same Cartan-and-root-data, with crystal bases (Kashiwara 1991) decorating the hexagonal weight diagram by Kashiwara operators that move along the six root directions; the classical limit recovers the representation theory of this unit. Affine deformation produces with infinite-dimensional level-and-weight integrable representations, and the extended Dynkin diagram for adds a third node forming a triangle, recapitulating the rank-two hexagonal symmetry at the affine level. The bridge is that the hexagonal weight diagram of is the local model for every two-dimensional weight projection in every higher-rank semisimple Lie algebra, just as the ladder is the local model for every one-dimensional weight chain.
Full proof set [Master]
Theorem (classification of irreducible -representations), proof. Given in full in the Intermediate-tier section: integrality follows from applying the -classification (07.06.11) to each of the two -triples for . Existence of as the irreducible quotient of the Verma module uses the integrality to ensure finite-dimensionality. Uniqueness follows from Schur's lemma applied to the one-dimensional space of highest-weight maps between two irreducibles with the same highest weight.
Proposition (root-space decomposition of ). Under the adjoint action of the Cartan subalgebra spanned by , the Lie algebra decomposes as where and each root space is one-dimensional, spanned by the appropriate .
Proof. The Cartan subalgebra has dimension , spanned by and . The total dimension of is , leaving dimensions for the root spaces.
Compute the action of and on each off-diagonal matrix unit. For with : $$ [H_1, E_{ij}] = (\delta_{1i} - \delta_{1j} + \delta_{2j} - \delta_{2i}) E_{ij}, $$ $$ [H_2, E_{ij}] = (\delta_{2i} - \delta_{2j} + \delta_{3j} - \delta_{3i}) E_{ij}. $$ A short check: (since , ), and similarly all six for are simultaneous eigenvectors. The resulting weights are $$ E_{12} \mapsto (2, -1) = \alpha_1, \quad E_{23} \mapsto (-1, 2) = \alpha_2, \quad E_{13} \mapsto (1, 1) = \alpha_1 + \alpha_2, $$ $$ E_{21} \mapsto (-2, 1) = -\alpha_1, \quad E_{32} \mapsto (1, -2) = -\alpha_2, \quad E_{31} \mapsto (-1, -1) = -\alpha_1 - \alpha_2. $$ The six off-diagonal each span a distinct one-dimensional weight space, completing the decomposition.
Proposition (Casimir centrality for ). The quadratic Casimir element , computed with respect to the Killing form on a basis of , lies in the centre of the universal enveloping algebra .
Proof. The Killing form on restricts to as a non-degenerate bilinear form (the diagonal-traceless form scaled by a factor of for ). On root spaces it is non-degenerate, and it pairs with to zero when (by the invariance together with the weight argument).
The centrality for all follows from the general identity for the quadratic Casimir of any Lie algebra equipped with a non-degenerate invariant bilinear form: choose a basis with dual basis such that , define , and compute . A telescoping argument using the symmetry (the invariance of ) cancels every term in pairs, giving . The argument applies in particular to , identifying the explicit quadratic Casimir of the theorem above as central. The scalar eigenvalue on is computed by evaluating on the highest-weight vector and using for positive roots.
Proposition (Weyl dimension formula, case). The dimension of is .
Proof. The general Weyl dimension formula (see 07.06.08) reads where is the half-sum of positive roots. For with positive roots and (using the standard identity that equals the sum of fundamental weights):
$$
(\rho, \alpha_1) = (\lambda_1 + \lambda_2, \alpha_1) = (\lambda_1, \alpha_1) + (\lambda_2, \alpha_1) = 1 + 0 = 1,
$$
using in the rescaled normalisation . Similarly and . For :
$$
(\lambda + \rho, \alpha_1) = a + 1, \quad (\lambda + \rho, \alpha_2) = b + 1, \quad (\lambda + \rho, \alpha_1 + \alpha_2) = a + b + 2.
$$
The product gives .
Proposition (Clebsch-Gordan $V \otimes V^ \cong V_{1, 1} \oplus \mathbb{C}$).* The tensor product of the standard and dual representations decomposes as $V \otimes V^ \cong V_{1, 1} \oplus V_{0, 0}$.*
Proof. Dimension check: .
Identify the zero-weight component. The natural pairing given by is a -equivariant map, with kernel of dimension . This kernel is the space of traceless tensors, i.e., , which is exactly . The action of on by is the adjoint action, which is the irreducible representation by the root-space decomposition argument.
The identification of the adjoint representation as : the highest weight of the adjoint representation is the highest root , exactly the highest weight of corresponding to . So as claimed.
Connections [Master]
Representations of
07.06.11. The rank-one case is the direct prerequisite and the technical engine: the integrality of the highest-weight classification for follows from applying the classification along each of the two -triples for . Every weight chain in is a direct sum of rank-one chains, each of which is a from the classification. The hexagonal weight diagram of projects along any one simple-root direction to a union of -ladders, recovering the rank-one picture as a slice.Lie algebra representation
07.06.01. The general definition of a Lie algebra representation specialises to the rank-two case here: every finite-dimensional representation of decomposes as a direct sum of irreducible , parametrised by integral dominant highest weights. The same definitional framework that gave the classification for (07.06.11) gives the classification here, with the same Casimir-element and weight-space machinery propagating to higher rank.Root system
07.06.03. The root system of is , with six roots arranged in a regular hexagon. The Cartan matrix is , and the Weyl group is . The general theory of root systems classifies the rank-two simply-laced case as exactly , and the representation theory of this unit is the canonical realisation. The fundamental weights are the dual basis to the simple coroots and parametrise the irreducible representations.Verma module
07.06.06. The Verma module is the infinite-dimensional universal highest-weight module, and the finite-dimensional irreducible is the unique irreducible quotient. The kernel making the quotient finite-dimensional is generated by and (the Serre relations applied to the integrality conditions), exactly mirroring the case where the kernel was generated by .Weyl character formula
07.06.07. The character of is computed by the Weyl character formula as a ratio of alternating sums over the Weyl group : , where is the length of and the denominator is the Weyl denominator. The rank-two character is no longer a single rational expression in a single variable but a ratio of three-term polynomials in two formal variables, reflecting the two Cartan directions.Weyl dimension formula
07.06.08. The general Weyl dimension formula specialises to for , a polynomial of degree three in generalising the formula . The product over positive roots picks up three factors, one per positive root of , exactly the rank-two pattern.Borel-Weil theorem
07.06.09. The Borel-Weil theorem realises every as , the space of holomorphic sections of a line bundle on the full flag variety of . The flag variety is a six-dimensional complex projective variety, and the line bundles are indexed by pairs of non-negative integers exactly matching the highest-weight classification. This is the rank-two generalisation of the realisation on .Schur-Weyl duality
07.05.04. The classification carried out here through the highest-weight machinery is recovered by Schur-Weyl duality applied to : each Weyl module for a partition with is the irreducible -representation of highest weight , which descends to with and . Schur-Weyl is therefore the route by which the -side combinatorics of Young symmetrisers and Specht modules produces the same rank-two classification this unit derives from root systems and Cartan integers, with the Schur polynomial on the symmetric-function side equal to the character of on the Lie-algebraic side. The agreement of the two derivations — partition-combinatorial via tensor powers, Cartan-integral via highest weights — is one of the cleanest concrete instances of the Schur-Weyl bridge.Casimir element
07.06.10. Direct anchor. The dedicated Casimir unit develops the general construction , the centrality proof via the invariance of the Killing form, and the eigenvalue formula in arbitrary rank. The present unit is the canonical rank-two worked example: with and , the quadratic Casimir acts on by , which on the adjoint specialises to the scalar . Unlike the rank-one case, the quadratic Casimir alone no longer separates all irreducibles: the joint spectrum of the quadratic and cubic Casimirs (the two generators of the Harish-Chandra centre ) gives the full infinitesimal character , with the cubic Casimir as the second generator predicted by the general Harish-Chandra theorem in rank two. The Casimir-centrality proof we run in this unit is a direct instance of the general invariance-of-Killing-form argument given in07.06.10.
Historical & philosophical context [Master]
The representation theory of entered the mathematical record as the rank-two case of Wilhelm Killing's 1888-90 Mathematische Annalen series Die Zusammensetzung der stetigen endlichen Transformations-Gruppen (vols 31, 33, 34, 36) [pending], where Killing identified the type- series and labelled the rank-two simply-laced case as . Killing's classification was incomplete and had errors that Élie Cartan corrected in his 1894 doctoral thesis Sur la structure des groupes de transformations finis et continus (Faculté des Sciences de Paris) [pending], where the modern family of simple Lie algebras was given with as the rank-two base case. Cartan's thesis already contained the essential structural data: the Cartan subalgebra of dimension two, the root system with six roots arranged hexagonally, the Cartan matrix, and the simple-root labelling. The thesis did not contain the full theory of finite-dimensional representations — that came later.
The representation theory itself was developed by Hermann Weyl in the 1925-26 papers Theorie der Darstellung kontinuierlicher halb-einfacher Gruppen durch lineare Transformationen (Math. Z. 23, 271-309 and Math. Z. 24, 328-376, 377-395, 789-791) [pending], establishing the character formula and the dimension formula in full generality. For specifically, the dimension formula is the rank-two specialisation, and Weyl computed it explicitly as an example in his original papers. The unitarian-trick proof of complete reducibility applies in this case via the compact real form , whose Lie group is connected, simply connected, and compact, giving an averaging argument over Haar measure to produce invariant Hermitian inner products. The Cartan-Eilenberg 1948 Annals of Math. paper Cohomology theory of Lie groups and Lie algebras [pending] situated this representation theory inside a broader cohomological framework.
The multiplicity-counting machinery for weight spaces — including the multiplicity-two zero weight of the adjoint representation — was put on a closed-form recursive footing by Hans Freudenthal in Zur Berechnung der Charaktere der halbeinfachen Lieschen Gruppen (Indagationes Mathematicae 16, 369-376, 1954) [pending]. The Freudenthal multiplicity formula gives a recursive identity computing from the multiplicities of weights strictly above in the partial order, and the rank-two specialisation gives an effective algorithm for the multiplicities in . An alternative derivation, organising the character as an inclusion-exclusion over the Weyl group, was given by Robert Steinberg in A general Clebsch-Gordan theorem (Trans. Amer. Math. Soc. 100, 392-400, 1961) [pending], which yields the same hexagonal weight structure via a different combinatorial route.
The physics-mathematics dictionary places at the centre of twentieth-century particle physics. Murray Gell-Mann's and Yuval Ne'eman's 1961 eightfold way identified the eight observed light mesons and eight light baryons with the adjoint representation of acting on , and the three quark flavours (up, down, strange) with the fundamental . The Cabibbo-Kobayashi-Maskawa mixing matrix and the eight gluons of quantum chromodynamics are direct manifestations of representation theory in the Standard Model of particle physics. The hexagonal weight diagram of became iconic as the diagrammatic record of the eight pseudoscalar mesons, with the multiplicity-two zero weight corresponding to the and mesons sharing the same quantum numbers. The mathematical and physical pictures are the same picture.
Bibliography [Master]
@phdthesis{Cartan1894Thesis,
author = {Cartan, {\'E}lie},
title = {Sur la structure des groupes de transformations finis et continus},
school = {Facult{\'e} des Sciences de Paris},
year = {1894}
}
@article{Killing1888,
author = {Killing, Wilhelm},
title = {Die Zusammensetzung der stetigen endlichen Transformations-Gruppen},
journal = {Mathematische Annalen},
volume = {31--36},
year = {1888--1890}
}
@article{Weyl1925a,
author = {Weyl, Hermann},
title = {Theorie der Darstellung kontinuierlicher halb-einfacher Gruppen durch lineare Transformationen. I},
journal = {Mathematische Zeitschrift},
volume = {23},
year = {1925},
pages = {271--309}
}
@article{Weyl1925b,
author = {Weyl, Hermann},
title = {Theorie der Darstellung kontinuierlicher halb-einfacher Gruppen durch lineare Transformationen. II, III, IV},
journal = {Mathematische Zeitschrift},
volume = {24},
year = {1925--1926},
pages = {328--376, 377--395, 789--791}
}
@article{CartanEilenberg1948,
author = {Cartan, {\'E}lie and Eilenberg, Samuel},
title = {Cohomology theory of {L}ie groups and {L}ie algebras},
journal = {Trans. Amer. Math. Soc.},
volume = {63},
year = {1948},
pages = {85--124}
}
@article{Freudenthal1954,
author = {Freudenthal, Hans},
title = {Zur Berechnung der {C}haraktere der halbeinfachen {L}ieschen {G}ruppen},
journal = {Indag. Math.},
volume = {16},
year = {1954},
pages = {369--376}
}
@article{Steinberg1961,
author = {Steinberg, Robert},
title = {A general {C}lebsch-{G}ordan theorem},
journal = {Trans. Amer. Math. Soc.},
volume = {100},
year = {1961},
pages = {392--400}
}
@article{HarishChandra1951,
author = {Harish-Chandra},
title = {On some applications of the universal enveloping algebra of a semisimple {L}ie algebra},
journal = {Trans. Amer. Math. Soc.},
volume = {70},
year = {1951},
pages = {28--96}
}
@book{FultonHarris,
author = {Fulton, William and Harris, Joe},
title = {Representation Theory: A First Course},
publisher = {Springer-Verlag},
series = {Graduate Texts in Mathematics},
volume = {129},
year = {1991}
}
@book{Humphreys,
author = {Humphreys, James E.},
title = {Introduction to {L}ie Algebras and Representation Theory},
publisher = {Springer-Verlag},
series = {Graduate Texts in Mathematics},
volume = {9},
year = {1972}
}
@book{Serre,
author = {Serre, Jean-Pierre},
title = {Complex Semisimple {L}ie Algebras},
publisher = {Springer-Verlag},
year = {1987}
}
@book{HallLie,
author = {Hall, Brian C.},
title = {{L}ie Groups, {L}ie Algebras, and Representations: An Elementary Introduction},
publisher = {Springer},
edition = {2},
series = {Graduate Texts in Mathematics},
volume = {222},
year = {2015}
}
@book{Kirillov,
author = {Kirillov, Alexander, Jr.},
title = {An Introduction to {L}ie Groups and {L}ie Algebras},
publisher = {Cambridge University Press},
series = {Cambridge Studies in Advanced Mathematics},
volume = {113},
year = {2008}
}
@article{GellMannNeeman1961,
author = {Gell-Mann, Murray and Ne'eman, Yuval},
title = {The Eightfold Way},
journal = {W. A. Benjamin (collected reprints)},
year = {1964}
}