Casimir eigenvalue Created 2026-10-06 Updated 2026-10-14
The Casimir operator formed from the Killing form acts on an Irreducible Lie algebra representation with highest weight by the scalar , where is the half-sum of positive roots. It is zero on the trivial Lie algebra representation and nonzero on every nontrivial finite-dimensional irreducible complex representation of a semisimple Lie algebra.
Freudenthal multiplicity formula 2026-10-06
For a finite-dimensional Irreducible Lie algebra representation of a complex semisimple Lie algebra with highest weight , this recursion computes its weight multiplicities from . Here is the half-sum of positive roots and the inner product is induced by the Killing form. Write the Casimir operator on the weight- space as . The cyclic trace identity between adjacent weight spaces gives . Taking the trace and using the Casimir eigenvalue proves the formula. Only finitely many terms are nonzero.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 3 2 a Solution Created 2026-10-03 Updated 2026-10-14
Put and let denote a matrix unit. The antidiagonal matrix satisfies , so the orthogonal condition is , or entrywise . Consequently the diagonal Cartan subalgebra isWe first take . Since , the matrix root basis of the even orthogonal Lie algebra givesThe zero weight space is ; its basis is . No vector of weight occurs, because the corresponding matrix unit is forced to be its own negative. These spaces account for dimensions, exhausting the Special orthogonal Lie algebra. Thus its decomposition as a -module and its Dn root system areEach nonzero root space has dimension one; the zero weight has multiplicity .
The upper triangular root spaces are precisely those of weights and with . ThereforeThese roots form the simple roots. To check that they generate the chosen positive system with nonnegative coefficients, write . For ,and for use . Empty sums are zero. Their linear independence and these expansions identify the base of the root system.
Equip the real span of the roots in with the inner product making the orthonormal. All roots then have squared length two. The coroots of are , so the fundamental weights of Dn, characterized by , areTaking their pairings with and verifies the defining identities directly. For each pair , the sum of its two positive roots is . Hence the half-sum of positive roots is
The Dynkin diagram has a chain ending at , which is joined to both and . Every edge is a single bond because the root lengths agree; the nonzero off-diagonal simple-root pairings are minus one. The labelled Dn Dynkin diagram and its low-rank versions are shown below.
Labelled D-type Dynkin diagrams, including the low-rank cases
. Details. For , and are orthogonal, giving two disconnected A1 root systems. For , the diagram is the chain , of type A3 root system; the displayed weight formulas still apply. If is allowed, is one-dimensional and abelian: there are no roots or fundamental weights, and .
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 3 3 Solution Created 2026-10-03 Updated 2026-10-14
Let be a finite-dimensional complex semisimple Lie algebra, choose a Cartan subalgebra and a set of positive roots, and write for the Weyl group. Let be a dominant integral weight and the finite-dimensional irreducible highest-weight representation with that highest weight. If denotes its weight space of weight , its formal character is . The symbols belong to the group algebra of the weight lattice and multiply by ; they are formal symbols, not matrix exponentials.
Put , the half-sum of positive roots, and let be the Coxeter length of , the least number of simple reflections expressing it. Then in the real reflection representation. The Weyl character formula statesBy the Weyl denominator formula, the denominator is , giving the equivalent expressionThe quotient can be interpreted in the fraction field of the formal group algebra; the theorem says it simplifies to the finite formal character above. In particular the apparent denominator does not mean that the representation has infinitely many weights.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 2 2 Solution Created 2026-10-03 Updated 2026-10-06
Use the sl2 Lie algebra relations , and . A highest-weight vector satisfies and , and . For , . Assuming the formula at , one getsThus the sl2 highest-weight lowering formula isIn particular a finite-dimensional Irreducible Lie algebra representation has highest weight and weight vectors , as in the classification of finite-dimensional sl2 representations.
Let be a finite-dimensional Irreducible Lie algebra representation of a complex semisimple Lie algebra, with highest weight . Write , taking it to be zero when is not a weight, and let be the half-sum of positive roots. The Killing form induces an inner product on the real span of weights. Freudenthal multiplicity formula statesThe sums are finite. For a weight , the coefficient on the left is positive: move into the dominant Weyl chamber, use that a weight is below in dominance order, and note that does not increase on moving back out of that chamber. The resulting recursion starts from .
Here is a proof using the allowed Casimir operator. Choose root vectors for positive and negative roots, normalized by , and let satisfy . Invariance of a bilinear form on a Lie algebra gives . If are dual bases of the Cartan subalgebra under , the Casimir operator isOn the weight space of , the first sum acts by . Replacing with givesDefine . The cyclic trace identity between adjacent weight spaces and the commutator relation yieldIterate upwards until the weight spaces vanish to obtain . Finally take the trace of the displayed restriction of . Its Casimir eigenvalue is , so subtracting proves the formula. This trace argument handles weight multiplicities greater than one without choosing a separate sl2 Lie algebra string through each vector.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 102 3 Solution Created 2026-10-03 Updated 2026-10-07
Schur's lemma says that a nonzero intertwiner between irreducible representations is an isomorphism; over , every endomorphism of a finite-dimensional irreducible representation is scalar. To prove the Schur lemma, let be a intertwining operator between irreducible representations. Its kernel and image of a linear map are invariant. If , irreducibility forces and . This proves the first assertion over any field. In particular the endomorphisms of an irreducible representation form a division ring.
When is finite-dimensional over an algebraically closed field, an endomorphism has an eigenvalue . The endomorphism has nonzero kernel. By the first assertion it must be zero, so . Consequently, for complex finite-dimensional irreducible representations, the space of intertwining operators has dimension zero for nonisomorphic representations and dimension one for isomorphic representations.
Every finite-dimensional representation of a complex semisimple Lie algebra is completely reducible. We prove the Weyl complete reducibility theorem using the allowed Casimir operator facts, without assuming a splitting in advance. For dual bases with respect to the Killing form, the Casimir elementis central in the universal enveloping algebra. Hence its Casimir operator commutes with the action on every Lie algebra representation and is compatible with subrepresentations, quotient representations, and intertwining operators. On the trivial Lie algebra representation it acts by zero. On every nontrivial finite-dimensional Irreducible Lie algebra representation it acts by a nonzero scalar.
For clarity, the last fact can be expressed by the Casimir eigenvalue formula: on an irreducible with dominant integral weight , the scalar is , with the inner product induced by the Killing form and the half-sum of positive roots. On the real span of the weights this inner product is positive definite, and the scalar is positive for . For a semisimple Lie algebra with several simple factors the scalars add, so a nontrivial representation still gives a nonzero scalar. These are properties of the Casimir operator being used here.
First establish Casimir splitting of a trivial quotient. Supposeis a short exact sequence of finite-dimensional Lie algebra representations, with trivial quotient. The generalized eigenspaces of are invariant, soEach with maps to zero under : applying a sufficiently large power of and using gives . Thus .
Take a composition series of a module of . The Casimir operator is nilpotent on , so its scalar on every irreducible composition factor is zero. The stated Casimir operator property makes every such factor trivial. In a basis adapted to the composition series of a module, the image of on therefore consists of strictly upper triangular matrices, so that image is solvable. The allowed fact that a semisimple Lie algebra acts trivially on every one-dimensional representation implies that is a perfect Lie algebra: otherwise a nonzero linear functional on would define a nontrivial one-dimensional Lie algebra representation. Thus , and its image is consequently a perfect Lie algebra too. A perfect Lie algebra that is also a solvable Lie algebra is zero, since its derived series of a Lie algebra is constant until it vanishes. Hence acts trivially on . Choose with . The map is an invariant section, proving the split short exact sequence assertion.
Now let be any nonzero subrepresentation. On the Hom representation the action isConsider the invariant subspaceRestriction produces a short exact sequenceSurjectivity follows by extending to a linear map on . The quotient is trivial, because commutes with the action on . The preceding Casimir splitting of a trivial quotient yields an invariant with . Thusand is invariant. The zero subrepresentation also has a complement. Repeatedly splitting off an irreducible subrepresentation now gives a direct sum of irreducibles, proving the Weyl complete reducibility theorem.
A derivation of a Lie algebra is a linear map satisfying the Leibniz ruleThe space is a vector subspace of . Equip it with the commutator . Expanding the Leibniz rule twice givesSubtracting proves that is again a derivation of a Lie algebra. Antisymmetry and the Jacobi identity hold for the commutator in every associative endomorphism algebra, so this defines the derivation Lie algebra.
The Jacobi identity says that is a derivation of a Lie algebra. Moreover, for ,soThis makes an ideal of a Lie algebra in .
Finally suppose is semisimple. Let act on by . The Weyl complete reducibility theorem supplies an invariant complement to . For , invariance gives , while the ideal identity above gives . Their intersection is zero, so for every . The center of a Lie algebra of a semisimple Lie algebra is zero, hence for every , and . ThereforeEvery derivation of a Lie algebra is inner, and the element giving it is unique because the center of a Lie algebra vanishes.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 102 4 a Solution Created 2026-10-03 Updated 2026-10-05
For a dominant integral weight , let be the finite-dimensional irreducible highest-weight representation with highest weight . Set , the half-sum of positive roots. With the coroot of , the Weyl dimension formula isHere is the positive system of a root system specified by the chosen root basis. The fundamental weights are the basis dual to the simple coroots: . Thus with nonnegative integers . The denominators are positive; equivalently one can use in each factor, since the coroot normalization cancels.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 102 4 b Solution Created 2026-10-03 Updated 2026-10-05
Use the C2 root system realization in an orthonormal basis with simple roots and . This numbers the short root first, as required. The fundamental weights and half-sum of positive roots areso . For the four positive roots, the factors of the Weyl dimension formula areMultiplying yields the Weyl dimension formula for C2:As checks, has dimension , dimension , and dimension .
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 102 5 b Solution Created 2026-09-24 Updated 2026-09-25
For a dominant integral weight , the Weyl character formula iswhere is the Weyl group, is Coxeter length, and is the half-sum of positive roots. The Weyl denominator formula is
Set . Apply the denominator identity after replacing every formal exponential by :Dividing this by the ordinary denominator gives
Past exam of the mathematics course of the University of Cambridge 2026 iii Paper 102 3 i Solution Created 2026-09-24 Updated 2026-10-05
After ordering a symplectic basis in two blocks, writeMatrices in the symplectic Lie algebra have block formThe root-space decomposition isFor example, these one-dimensional spaces are spanned respectively byThus this is the Cn root systemThe upper-triangular choice givesIts simple roots, highest root, fundamental weights, and half-sum of positive roots are
Using the notation requested in the paper, the root lattice and weight lattice areso . This reverses the common notation in which the root lattice is called and the weight lattice is called .
Past exam of the mathematics course of the University of Cambridge 2026 iii Paper 102 4 i Solution Created 2026-09-24 Updated 2026-10-03
Let be the positive roots, the Weyl group, its Coxeter length, the half-sum of positive roots, and a coroot. For a dominant integral highest weight , the Weyl character formula isTaking the value at the identity gives the Weyl dimension formula
For the q-character convention relevant to the Principal sl2 subalgebra, set , so for every simple root, and defineThe q-character formula is the principal specialization of the Weyl character formula:
