Lie-invariant bilinear form 2026-10-05
A bilinear form on a Lie algebra representation is invariant when it satisfies the displayed identity. Equivalently, is an intertwining operator from the representation to its dual Lie algebra representation. For a finite-dimensional irreducible representation over an algebraically closed field, any nonzero such form is nondegenerate, and the Schur lemma makes all invariant forms proportional. In characteristic different from two, transposing twice then proves that the form is a symmetric bilinear form or an alternating bilinear form.
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 2017 iii Paper 102 2 i Solution Created 2026-10-03 Updated 2026-10-05
For the finite-dimensional Lie algebra representation specified in the PDF, a Lie-invariant bilinear form satisfiesThe dual Lie algebra representation has action , so the map defined by is an intertwining operator. If is irreducible and , its kernel is zero. Since have equal finite dimension, is an isomorphism, and is a nondegenerate bilinear form.
For , the composition is a representation endomorphism. Over an algebraically closed field, the Schur lemma makes it scalar, provingTransposing gives another Lie-invariant bilinear form. For , write ; transposing twice gives . In field characteristic different from two, this means or . Thus the form is a symmetric bilinear form or an alternating bilinear form, respectively. The zero form has both properties. In the second case forces , using the same characteristic assumption.
Past exam of the mathematics course of the University of Cambridge 2018 ib Paper 2 10E Solution Created 2026-09-24 Updated 2026-10-03
View as the matrix of a linear map of matrix rank . Choose vectors whose images form a basis of , extend them by a basis of to a basis of , and extend to a basis of . In these two bases the matrix of is the rank normal formThe two changes of basis give invertible with the displayed matrix equal to .
For the block upper triangular matrix , every nonzero term in the Leibniz formula for determinants sends the rows belonging to into the columns belonging to ; bijectivity then sends the remaining rows into the columns. The permutation sum consequently factors into the determinant sums for and , proving
Finally suppose , so : the map is an intertwining operator. If lies in the generalized eigenspace of for , then for some ,Because and have no common eigenvalue, is invertible, hence . The generalized eigenspaces of span , so . Thus the Sylvester equation operator is injective.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 307 1 Solution Created 2026-10-03 Updated 2026-10-05
Work in four-dimensional Minkowski spacetime, with in a unitary representation. The usual Super-Poincaré algebra has the Poincare algebra and possible internal Lorentz scalars as its even generators, and only the stated Weyl spinors as its odd generators. This closure assumption is essential: Lorentz covariance alone would also permit additional tensor-valued generators. It is the setting selected by the Haag–Łopuszański–Sohnius theorem for ordinary interacting relativistic theories.
The Spinor representation of the Lorentz group givesHere denotes the Lorentz algebra matrices in the convention of the paper. Moving to the left changes the sign; definitions using Hermitian Lorentz algebra generators may also put an explicit into these matrices. The conjugate relation acts on the dotted Weyl spinor indices.
The tensor product of group representationsis a Lorentz four-vector. The only such even generator is , so the mixed anticommutator must beApplying Hermitian conjugation makes a Hermitian matrix. Positivity of for every linear combination of supercharges makes a positive semidefinite matrix on a positive-energy physical superalgebra representation. Remove any null supercharges, which act trivially, and use a unitary diagonalization of a normal matrix followed by rescaling to obtain . Thus counts the independent nontrivial supercharges.
For equal chirality, the tensor product of group representations isConsequently the tentative equal-chirality anticommutator can contain and a symmetric spinor tensor , where is the intertwining operator for Lorentz covariance onto . Symmetry of the anticommutator under forces and . At this stage is an internal Lorentz scalar, hence commutes with ; its full centrality will follow below.
To determine the commutator with translations, Lorentz covariance and the absence of additional odd generators leave onlyand the relation obtained by Hermitian conjugation. The graded Jacobi identity for , using , giveswhere means entrywise complex conjugation. This equation alone would not imply . Contract the graded Jacobi identitywith . The term drops out because its spinor tensor is symmetric, and makes the remaining left side vanish. Substitution of the mixed anticommutator makes the right side a nonzero numerical multiple of . Thus . It follows that and , whence . Applying Hermitian conjugation proves the same assertion for :Returning to the uncontracted graded Jacobi identity now gives . Since the Lorentz algebra generators do not commute with translations, the tentative term must have . HenceIn particular for . The dotted-dotted anticommutator follows by Hermitian conjugation applied to the second relation.
The graded Jacobi identity for , together with , gives . As a Lorentz scalar, commutes with , and it already commutes with . Closure and Lorentz covariance make for some coefficients. Apply the graded Jacobi identity once more:Thus . Since every and is itself an anticommutator of supercharges, the 's also commute with each other and their conjugates. Therefore are central charges in supersymmetry of the displayed algebra. Additional R-symmetry automorphisms are not among the generators specified here.
For boson-fermion degeneracy in a supermultiplet, fix a physical four-momentum with , and take the finite internal space of states at that four-momentum. Let be fermion parity. It anticommutes with each supercharge and its adjoint. For any fixed , summing the diagonal spinor indices givesbecause and the Pauli matrices are traceless. Cyclicity of the operator trace and implyThe supertrace of the preceding summed anticommutator therefore vanishes:This counts physical boson and fermion degrees of freedom, including polarizations. The phrase “any representation” needs a qualification: a one-dimensional even supersymmetric vacuum with has one boson and no fermion. Thus the equality applies to positive-energy physical supermultiplets with finite state counts at fixed four-momentum, not to arbitrary abstract superalgebra representations or unregulated infinite-dimensional operator traces.
Past exam of the mathematics course of the University of Cambridge 2019 ii Paper 1 19I a Solution Created 2026-09-24 Updated 2026-09-29
Schur lemma over states that an intertwining operator between finite-dimensional irreducible complex representations is either zero or an isomorphism. In particular, every intertwining endomorphism of is a scalar multiple of the identity.
Indeed, and are invariant subspaces. If , irreducibility gives and , so is an isomorphism. For an endomorphism , the fundamental theorem of algebra gives an eigenvalue . Then is an intertwiner with nonzero kernel, so the first part forces . Hence , completing the Proof of Schur lemma.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 19I a Solution Created 2026-09-24 Updated 2026-09-25
A representation is completely reducible, or semisimple, when it is a direct sum of irreducible representation. Equivalently, every invariant subspace has an invariant complement.
Maschke's theorem says that every finite-dimensional representation of a finite group over a field of characteristic zero is completely reducible. More generally, it is enough that the field characteristic does not divide .
Schur lemma states the following.
- If and are irreducible -representations, every intertwining operator is either zero or an isomorphism.
- If is finite-dimensional over an algebraically closed field, every -endomorphism of is a scalar multiple of the identity.
Indeed, and are invariant subspaces. If , irreducibility forcesso is an isomorphism. For an endomorphism of a finite-dimensional complex representation, choose an eigenvalue of . The intertwiner has nonzero kernel, so the first part forcesThis proves the Proof of Schur lemma.
Now let be faithful and irreducible over . For every , the operator commutes with every . Schur's lemma therefore givesfor some . Faithfulness makes an embeddingSince every finite subgroup of the multiplicative complex numbers is cyclic,This is the cyclic-center obstruction to a faithful irreducible representation.
Past exam of the mathematics course of the University of Cambridge 2025 ii Paper 2 19J b i Solution Created 2026-09-24 Updated 2026-09-25
An invariant bilinear form defines a linear mapInvariance givesso is an -homomorphism. Its kernel is a -subrepresentation of irreducible . Hence either , so , or is injective and therefore a linear isomorphism . In the latter case is a nondegenerate.
If and are two nonzero invariant forms, thenBy Schur lemma, this endomorphism is scalar, so . Cases involving the zero form are immediate. Thus any two invariant bilinear forms are proportional.