Exterior-power Lie algebra representation 2026-10-06
A Lie algebra representation on induces one on each exterior power by acting on every factor and summing. The tensor product of Lie algebra representations preserves the defining alternating relations, so this descends to the quotient in every characteristic of a field. In characteristic two define the exterior algebra by the relations , rather than by dividing a tensor antisymmetrizer by .
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 2 3 Solution Created 2026-10-03 Updated 2026-10-06
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
. 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
. 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 2026-10-06
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.
Tensor-product weight diagram 2026-10-06
For a tensor product of Lie algebra representations with weight-space decompositions, the weights add and their weight multiplicities convolve. A diagram must sum contributions landing at the same weight, rather than treating coincident points as distinct positions.
The tensor product of Lie algebra representations decomposes as , of dimensions . The exterior square is and the symmetric square is . Highest-weight vectors and the dimension formula determine the decomposition.


