Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 3 1 c i Solution Created 2026-10-03 Updated 2026-10-14
In the finite-dimensional setting, let denote the irreducible highest-weight representation of highest weight , where are nonnegative integers. Thus are its Dynkin labels. The target has labels . Write the highest-weight difference in simple roots asThe dominant weight multiplicity formula for sl3 gives zero unless are nonnegative integers, and otherwise givesFor completeness, this multiplicity is an actual count. In the sl3 interlacing character formula, use top row and bottom entry ; the target diagonal exponents are . The middle row obeys andEach allowable integral gives one Gelfand–Tsetlin basis vector. Subtracting the lower bound from the upper bound gives the minimum of , which reduces to . This proves the displayed multiplicity formula in the case at hand.
Since both summands have a nonzero weight space and their dimensions at sum to three, their multiplicities must be one and two. For multiplicity one, the minimum is zero. The cases and give and ; the remaining cases or give and . Hence the full family isFor multiplicity two, the minimum is one. The cases and give and ; the remaining cases or give and . ThusThe minimum conditions exhaust all cases and each listed module has the stated multiplicity. All candidate unordered pairs are . There are infinitely many at this stage; the question imposes no upper bound on their highest weights.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 3 2 v Solution Created 2026-10-03 Updated 2026-10-14
Use the weight of a representation convention from Question 1: , with simple roots and . This identification is necessary: the general preceding setup does not by itself specify which root system the symbols refer to.
The Weyl group is , acting by permutations of the . Let and , with composition read from right to left. ThenHenceFor direct verification, the diagonal coefficients of are , so its two Dynkin labels are and , both strictly positive. Thus is in the open Weyl chamber. The original three coefficients are distinct, so its stabilizer is trivial and this permutation is unique.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 49 2 Solution Created 2026-10-03 Updated 2026-10-14
The commuting Hermitian operators admit a weight-space decomposition. The six root vectors shift their simultaneous eigenvalues byor their negatives. Put , and . The supplied relations giveThese are three sl2 triples, coming from the complexifications of the three SU(2) Lie algebra root-pair subalgebras. They act through homomorphisms into . For a nontrivial representation, simplicity of the SU(3) Lie algebra makes its kernel zero, so these images are actual subalgebras; a trivial representation gives zero actions. The real compact generators can be taken as , and .
Decomposing under any one of these subalgebras gives finite weight strings in its root direction. The two simple-root highest weights must be nonnegative integers. In the SU(3) highest-weight coordinates used here, this condition isHere are the Dynkin labels; are the eigenvalues of . An irreducible representation is determined by these labels and has dimension . An arbitrary finite-dimensional anti-Hermitian representation is a direct sum of such representations: the orthogonal complement of an invariant subspace remains invariant.
The weight diagram has Weyl group symmetry, namely reflections and rotations by degrees. Its convex boundary is a hexagon with alternating side lengths , degenerating to a triangle when one label vanishes. Generic representations need not have -degree symmetry. Boundary weight multiplicities are one. Moving inward through hexagonal layers increases multiplicity by one, up to ; triangular inner layers retain that maximum. An exact version of this rule is the dominant weight multiplicity formula for sl3: move a weight by the Weyl group to dominant Dynkin coordinates and setIts multiplicity is zero unless are integers, and otherwise is . These rules construct the diagram while counting coincident weights correctly.
For the Casimir calculation, set , , and for each root pair use and . In the defining representation these eight generators satisfy . Their summed squares are precisely the question's . The invariant trace form makes their structure constants of a Lie algebra antisymmetric, sothe antisymmetric coefficient contracts a symmetric anticommutator. Thus is a quadratic Casimir operator and is scalar on an irreducible representation by the Schur lemma.
Let be a highest-weight vector, annihilated by all . On , each vanishes and each reduces to the root commutator. Summing those three commutators gives . Henceand therefore the SU(3) quadratic Casimir eigenvalue isFor a reducible representation the same calculation applies separately to its irreducible blocks.
For light-hadron flavour symmetry, the up quark, down quark and strange quark form , and antiquarks form . Conventional mesons have . Conventional three-quark baryons haveobtained from , and . Their Dynkin labels are , and , respectively. Thus the conventional meson octet, baryon octet, baryon decuplet and singlet multiplets give , with the same values for conjugate antibaryon multiplets. More generally, the zero flavour triality of a light-quark hadron imposes on multiplets constructed entirely from light quarks, antiquarks and gluons. Their Casimir values are given by the same formula for these labels. Higher multiquark representations can therefore have other eigenvalues; the illustrated , of labels , has .
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 45 4 Solution Created 2026-10-03 Updated 2026-10-14
Start with a nonzero highest-weight vector and set . The sl2 highest-weight lowering formula follows inductively from the commutator relations:Indeed gives the weight formula, and turns the coefficient at step into at step . The nonzero have distinct eigenvalues, so are linearly independent. Finite dimensionality therefore forces a last nonzero vector . Applying to gives , hence . This also proves that no earlier vector can vanish. Thus the cyclic highest-weight representation generated by isIt is irreducible: spectral projections in select a weight vector from any nonzero invariant subspace, and its nonzero raising and lowering coefficients then generate the whole string. This gives the classification of finite-dimensional sl2 representations used for each root direction below.
For the SU(3) Lie algebra, the repeated-index relation is the trace constraint . The displayed generators are a basis of its complexification, not nine independent generators or three individually vanishing diagonal elements. Realize them by matrix units as ; the compact real algebra is obtained from anti-Hermitian combinations. Thenand , , , . Substituting into the given commutators givesThus both root pairs obey the required sl2 Lie algebra relations. More generally, their Cartan matrix isA weight vector with eigenvalues moves by under and by under . The third negative-root operator is and moves it by . In the required weight diagram coordinatesthese moves are , and respectively. Successive lowerings from a highest-weight vector, with linear dependencies removed, construct the following bases.
For Dynkin labels , use the defining action of SU(3) on . Its highest vector is ; lowering gives and . There are no further independent vectors. The weight diagram of the defining SU(3) representation, in the present rescaled coordinates, isand . Any invariant weight subspace raises to and lowers to all three vectors, proving irreducibility.
For , use the adjoint representation of SU(3) on traceless matrices, with acting by . The highest vector is : both and vanish, while . Lowering gives and . Further lowering produces and , then and , and finally . Consequently the basis is the six off-diagonal matrix units together with :The six nonzero weights have weight multiplicity one, and zero has multiplicity two. Thus . Its irreducibility follows also because an adjoint-invariant subspace is an ideal and is a simple Lie algebra.
For , take the symmetric cubic representation of SU(3), , realized by homogeneous degree-three polynomials. Hereso is a highest-weight vector with eigenvalues . For ,which is nonzero and constructs every monomial. These monomials form a basis and have distinct weights . If an invariant subspace is nonzero, joint spectral projections in select one monomial; repeated transfers its powers to , and repeated transfers all its powers to , reaching . Lowering then generates the whole basis, proving irreducibility without merely assuming the dimension formula. The plotted weights arewith multiplicity one at every point. Hence .
SU(3) weights in the three requested representations, with the two independent zero-weight octet states marked
. Details. For approximate flavor symmetry, identify with the up quark, down quark and strange quark. The defining representation is their flavour triplet. The baryon octet realizes and contains the spin- nucleons and the multiplets; its central double weight distinguishes and . The baryon decuplet realizes the symmetric flavour representation , containing the spin- multiplets. In standard isospin and flavor hypercharge normalization, and , so these plots use and . Three-quark spin and flavour combine subject to the Pauli constraint on three-quark flavour multiplets and the antisymmetric three-quark colour singlet. The adjoint flavour representation also describes a meson octet. A distinct, exact colour SU(3) gauge symmetry places quarks in its defining representation and gluons in its adjoint octet; colour and flavour here are different physical group actions.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 2 3 Solution Created 2026-10-03 Updated 2026-10-14
Use Dynkin labels for the highest weight of the complex special linear Lie algebra . The A2 root system has and in these coordinates. In the drawings, and have equal lengths and angle ; a label at a point records its weight multiplicity, not a further copy at a different position.
The defining fundamental representation has the three weightsFor , lower from its highest weight by the simple roots, retaining multiplicities. One convenient way to calculate them is the sl3 interlacing character formula: for shape the integer patterns satisfy , , , and contribute the weightEnumerating these patterns gives the weight diagramIts dimension is . The diagram below draws all twelve distinct positions, with the three inner multiplicities equal to two. The extra panel gives the symmetric square used in the calculation.
A2 weight diagrams for Gamma(2,1), the defining Gamma(1,0), and its symmetric square, with every weight multiplicity
. Details. The six symmetric monomials in the defining basis give , with weightseach occurring once. Thus the tensor product has dimensionIn a tensor product of Lie algebra representations, weights add and their multiplicities multiply. In terms of formal characters, . Consequently , summing over the six weights just listed. To show the indicated dominant multiplicities explicitly, the contributions in that order areThe tensor-product weight diagram below includes every position, and highlights these dominant weights. It also records the zero-weight multiplicity nine; that multiplicity is not a count of trivial summands.
All weights of the ninety-dimensional sl3 tensor product Gamma(2,1) tensor Sym2 Gamma(1,0), with dominant weights highlighted and multiplicities labelled
. Details. Apply the Weyl complete reducibility theorem and subtract irreducible formal characters in decreasing dominance order. The multiplicities at these five dominant positions in the potential summands areThese entries can be obtained by the same interlacing enumeration or by weight strings. Starting with , subtracting leaves ; subtracting leaves ; then the two ten-dimensional modules leave a single copy of the dominant weight . This is highest-weight character subtraction. ThereforeEvery summand occurs once. The Weyl dimension formula gives , exhausting the dimension of and ruling out further irreducible summands. Computing the complete formal character also leaves no residual weight multiplicities.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 2 4 Solution Created 2026-10-03 Updated 2026-10-06
Define the exterior square over the arbitrary field by . Write the image of as . Then and ; the basis is with , in characteristic two as well. The exterior-power Lie algebra representation isThe tensor product of Lie algebra representations descends to this quotient: is a linear combination of square tensors, namely . On the wedge basis its coefficients follow directly from the original representing matrices. Expanding both actions shows .
The inclusions of and into their direct sum define the mapA combined basis shows that this sends a basis to the pure-, pure- and mixed wedge basis vectors, with no overlap and no omission. The defining action on each wedge proves equivariance. Hence the exterior square of a direct sum givesNo division by is involved, so the proof remains valid in characteristic two.
For the complex special linear Lie algebra , write for the irreducible highest-weight representation with Dynkin labels , and . First the sl3 decomposition of the symmetric-square dual tensor product isIndeed contraction is a surjective Lie algebra representation homomorphism onto . Its 15-dimensional kernel contains the highest-weight vector of weight . The Weyl dimension formula gives , and the Weyl complete reducibility theorem identifies the kernel and splits the map. With , the direct-sum identity reduces the requested calculation to , and .
For completeness, these decompositions can be checked entirely by formal characters. Let , , and . Then . The Weyl character formula takes the determinant formSubstitute into and collect the determinant characters. This gives the exterior square of the sl3 representation of highest weight (2,1) and the sl3 highest-weight tensor rule:The first line has dimensions ; the tensor product has dimension . Equivalently, enumerate weights with the sl3 interlacing character formula and subtract characters from the highest weight downwards. FinallyIts dimension is . The exterior square here is taken of the entire 18-dimensional tensor product; taking it only of would be a different representation.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 102 4 Solution Created 2026-10-03 Updated 2026-10-06
Start with the tensor product of Lie algebra representations, whose action isWriting , the two tensor factors commute, so . This verifies the Lie algebra representation identity over every field.
The exterior square and symmetric square are the quotient vector spacesIn the exterior square, expanding shows that , including in characteristic two. Both defining relation spaces are invariant under the tensor product action: is an exterior relation, and the image of a symmetric relation is a sum of symmetric relations. Thus the quotient actions are well-defined and satisfyFor the printed basis , bases are with and with . Their dimensions are and respectively.
If is invertible in , as representations. Define the flip . It commutes with the Lie algebra action and satisfies . Thereforeare complementary invariant linear projections. The mapsidentify with and with . Their inverses are the corresponding quotient maps restricted to these subspaces. This proves the assertion for every field of odd characteristic, and also for characteristic zero.
Over every field, . The symmetric square of a direct sum isomorphism sends the first two summands into products within and within , and sends to the mixed product . If and are bases, the monomial basis of is the disjoint unionThus the map is bijective, with no division by needed. The Leibniz rule for the action preserves each of these three summands and agrees with its usual Lie algebra representation action, proving equivariance.
For , is trivial and has dimension . HenceIt remains to find the irreducible representations in the symmetric square of the sl3 representation of highest weight (2,1). We give the formal character calculation explicitly.
Let be the defining special linear Lie algebra representation. In Dynkin labels, its weights are , , and ; the dual representation has their negatives. The equivariant contractionis surjective. Its kernel has dimension . The tensor is a highest-weight vector of highest weight in that kernel. By the Weyl complete reducibility theorem, the kernel contains the irreducible representation , whose Weyl dimension formula gives dimension ; therefore the kernel equals . This yieldsMultiplying the six weights of by the three weights of and subtracting those of gives the following full weight multiplicity list:The multiplicities sum to .
For any finite-dimensional weight-space decomposition, a weight of multiplicity contributes to weight in its symmetric square. Distinct weights contribute to . Equivalently,Applying this to the displayed list gives all dominant weight multiplicities in the second column below. The remaining columns are the weight multiplicities of the candidate irreducible representations:For an explicit way to compute each irreducible column, set and use the Weyl character formula in the formA monomial has Dynkin labels . Equivalently, the quotient is enumerated by Semistandard Young tableaux of shape with entries , weakly increasing across rows and strictly increasing down columns; the exponents count the three entries.
The five irreducible columns sum to the column. These are all its dominant weights, and all five candidate characters have no other dominant weights. Every Weyl group orbit meets the dominant chamber, and weight multiplicities are constant on Weyl group orbits. Thus the table proves equality of the full formal characters, and the Weyl complete reducibility theorem givesThe Weyl dimension formula checks the result:Consequently the requested decomposition isIts total dimension is .
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 302 3 Solution Created 2026-10-03 Updated 2026-10-14
Let be the coroots. With a chosen set of simple roots, the root lattice and weight lattice areThe fundamental weights are defined by , and form an integral basis of . We use the Cartan matrix convention .
For the A2 root system, inversion of its Cartan matrix yields the A2 fundamental weights and weight lattice:Equivalently and . The root lattice has index three in the weight lattice, since the change-of-basis matrix has determinant three. For a planar realization takeThe weight lattice is triangular. In fundamental weight coordinates , a point is in the root lattice exactly when is divisible by three. The following sketch marks both bases and the sublattice:
The integers called Dynkin indices here are the Dynkin labels of the highest weight:For finite-dimensional Irreducible Lie algebra representations, they are nonnegative integers. All weight coordinates below are these Dynkin label coordinates, not simple-root coordinates.
A weight-string enumeration algorithm gives the set of weights without their weight multiplicities. Begin with and process known weights by increasing height below . For each simple root and known weight , find the largest with a weight; all such higher weights have already been processed. The weight string theorem says that the string has endpoints , , withand includes every intermediate step. Append and repeat until no new weights appear. This terminates in finite dimension and supplies all weights; every nonhighest weight can be reached by simple-root lowering. A string can contain contributions from several sl2 summands, so the resulting set does not by itself determine weight multiplicities.
For the explicit calculation we use the following general facts: finite-dimensional representations of a complex semisimple Lie algebra are completely reducible by the Weyl complete reducibility theorem; the symmetric powers of the defining sln representation are irreducible of highest weight ; and weights in a tensor product of Lie algebra representations add with multiplicities multiplied. We also use the highest-weight representation classification: each finite-dimensional irreducible has a unique dominant integral highest weight, and a nonzero vector killed by all simple-root raising operators supplies an irreducible summand with that highest weight in a completely reducible module. For , the Weyl dimension formula specializes toFor , the defining fundamental representation has weights . Thus the A2 representation of highest weight (2,0) is , with the six distinct weightsEach has multiplicity one: these are the weights of the six quadratic monomials.
For the tensor square of the A2 representation of highest weight (2,0), add every ordered pair of elements of . To list the complete answer compactly, define four disjoint weight sets:The tensor product has multiplicity one at each point of , two at each point of , three at each point of , and four at each point of . These fifteen distinct weights account for states.
We next identify the irreducible summands rather than just their dimensions. Split the tensor square of the six-dimensional space into its symmetric power and exterior power, of dimensions and . The square of a highest-weight vector in the symmetric part has highest weight , giving of dimension .
Let be vectors of weights and . In the exterior part has weight and is killed by both simple-root raising operators: raising along gives a multiple of , whose wedge with itself is zero, and the other raising actions vanish. Thus it is a highest-weight vector. The Weyl dimension formula gives , so the entire exterior part is this irreducible summand.
The remaining symmetric part has dimension six. To identify it, the fifteen weights of are exactlyeach once. Subtract them from the unordered-pair weights of . The residual weights are , each once, with highest weight . They are the negatives of , so this six-dimensional summand is . ConsequentlyThe corresponding dimensions are ; complete reducibility and the exhibited highest weights ensure that no summands are missing.
The full weight multiplicities in the A2 tensor square of highest weight (2,0) are summarized below. An entry is the multiplicity of each individual weight in that row's set:Thus has all fifteen weights once, has the six weights once, and has its nine boundary weights once and its three interior weights twice. Only the three interior weights of are degenerate among the irreducible components.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 302 3 Solution Created 2026-10-03 Updated 2026-10-14
The triple bond in the original Dynkin diagram gives the Cartan integerswhere is the long root and the short root. Their product is , and the inner product of distinct simple roots is nonpositive. The ratio of the two integers gives the squared-length ratio. ThereforeIt is convenient to normalize , and . Scaling the inner product does not affect the root system or the fundamental-weight relations.
For nonproportional roots , the root-string theorem states that the root string is consecutive:The endpoints are maximal, and reflection in reverses the string. The Cartan integer determines , not in general the total by itself. This result follows by restricting the Adjoint representation to the sl2 subalgebra associated with a root. If the roots are distinct simple roots, cannot be a root: its simple-root coefficients have opposite signs. Thus andHere length means number of roots; the number of intervals between them is one less. Distinctness matters. If , a reduced root system gives the set , with a missing zero between them, so the consecutive-string theorem and the displayed simple-root formula do not apply.
In the G2 root system, the initial strings areFor , . Since is not a root in a reduced root system, and : this generates . The remaining strings explain why the construction stops. The -strings through and are the same two-element string; the one through is a singleton since subtracting gives , and its Cartan integer is zero; the one through is the string . The -strings through , , and are the initial four-element string. Finally, is orthogonal to ; its -string is a singleton because is not a root. Apply the same reasoning to negatives. Using the permitted completeness of this procedure givesThe short positive roots are , of squared length two; the other three are long, of squared length six. Each root space is one-dimensional and the Cartan subalgebra has dimension two, soHere the dimension refers to the Lie algebra, with one Cartan generator per rank, not just the number of roots.
Write a prospective weight as . The pairings with simple coroots areThe fundamental weights are dual to those coroots. Solving the two linear systems gives, in the long-root-first numbering of this paper,The representation with Dynkin labels has highest weight , a short root. Numbering the short root first, as some references do, would call this the representation instead; the representation itself is unchanged.
The weight set of a finite-dimensional irreducible highest-weight representation is invariant under the Weyl group and lies in the convex hull of the orbit of its highest weight. All weights also differ from the highest weight by an element of the root lattice. The orbit of comprises the six short roots, so all six are weights. The lowering operators give the chainIn particular zero occurs: at weight , its pairing with is two, so the lowering operator is nonzero by the finite-dimensional sl2 Lie algebra representation theory. The -string through it is the usual three-weight string ; higher weight would lie outside the highest-weight convex hull.
There can be no further weights. Every point of that convex hull has squared norm at most , while a root-lattice point hasThe integer solutions of the bound are precisely zero and the six short roots: gives ; gives ; and gives . ThusThe final dimension uses the stipulated nondegeneracy of the weights. It also agrees with the Weyl dimension formula without that stipulation. The zero weight is not in the Weyl orbit of the nonzero weights, so this is not a minuscule representation.
In the diagram above, a coordinate label means . The left panel contains all twelve roots of a root system; the right panel contains the six short-root weights and the zero weight. The long-root-first convention is the same as in the calculations.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 102 4 d Solution Created 2026-10-03 Updated 2026-10-14
The Poincaré-Birkhoff-Witt theorem shows that the weights of the Verma module arewith multiplicities given by the corresponding Kostant partition function.
The Dynkin labels of are . Hence the two simple-root singular vectors are , of weight , and , of weight . They generate the Maximal proper submodule of a dominant integral Verma module. Its set of weights is consequently
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 302 3 Solution 2026-10-03
The root lattice is . The weight lattice isBecause every Cartan integer is integral, . The Dynkin labels of are
There are three isomorphism classes of complex simple rank-three Lie algebras: types A3 root system, B3 root system, and C3 root system. Use the convention , and order the chain as ---- with .
- For , all roots have the same length and the diagram has two single edges. Its Cartan matrix and angles are
The Dynkin labels of a finite-dimensional irreducible representation are those of its highest weight. Thus means the fundamental representation . The weights, written in Dynkin labels and in a lowering order, areFor these are the weights of the defining representation of ; for they are in the vector representation of ; for they are in the defining representation of . Hence the requested dimensions are , , and , respectively.
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 302 3 d i Solution 2026-09-28
In Dynkin label coordinates, subtracting subtracts row of the stated Cartan matrix. Starting from gives the weight chainThese are the four weights of the defining representation of .
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 302 4 a iii Solution Created 2026-09-24 Updated 2026-09-25
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 302 4 d Solution Created 2026-09-24 Updated 2026-09-25
The tensor product of the defining representation and its dual is the endomorphism representation. Splitting an endomorphism into its matrix trace and traceless part givesIn Dynkin labels, the two irreducible summands have highest weights and .
Root SU(2) subalgebras of SU(3) 2026-10-14
Each root of the SU(3) Lie algebra defines an SU(2) Lie algebra generated by and in the root-length-one convention. They obey and . These subalgebras explain root strings, Weyl group reflections and the integer Dynkin labels of highest weights.
// Target: lie-theory.bigb
sl3 decomposition of the symmetric-square dual tensor product Created 2026-10-06 Updated 2026-10-14
For the defining three-dimensional special linear Lie algebra representation , contraction maps onto . The kernel contains the highest-weight vector of Dynkin labels . The Weyl dimension formula gives its irreducible module dimension , the entire kernel dimension; the Weyl complete reducibility theorem supplies the displayed splitting.
sl3 highest-weight tensor rule Created 2026-10-06 Updated 2026-10-14
For the complex special linear Lie algebra , tensoring an irreducible highest-weight representation by the defining representation gives the displayed sum, omitting terms with negative Dynkin labels. It follows by multiplying its Weyl character formula by . In particular , with dimensions .





