Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 302 2 Solution Created 2026-10-03 Updated 2026-10-05
For a complex finite-dimensional simple Lie algebra, a Cartan subalgebra is a maximal commuting subalgebra of elements whose adjoint maps are semisimple. Equivalently in this setting it is a nilpotent self-normalizing subalgebra. Its dimension is the rank of a semisimple Lie algebra. Simultaneous diagonalization of its Adjoint representation gives the root-space decompositionA root of a root system is a nonzero linear functional for which this root space is nonzero. For a complex semisimple algebra each root space is one-dimensional. A Cartan-Weyl basis consists of a basis of and one nonzero root vector for every root.
The general Lie brackets have the formFor the opposite-root bracket, use the Killing form to define by . Its invariant bilinear form on a Lie algebra property givesOne may normalize the root vectors so that the pairing is one. If instead one uses a coroot as the opposite-root bracket, the root-vector normalization changes accordingly. In particular, root evaluation coordinates cannot simply be used as coefficients in a nonorthonormal Cartan basis.
For the matrix calculation take . The complexification of a Lie algebra of the special unitary group Lie algebra is the special linear Lie algebra : traceless complex matrices. Its Cartan subalgebra consists of traceless diagonal matrices. Write for the matrix units. The given Cartan basis is , , and the other basis elements are with .
The matrix-unit identity givesThus all the roots, expressed as evaluation vectors in this precise Cartan basis, areThey are the functionals on traceless diagonal matrices; there are of them. The corresponding root vector is . Together with Cartan generators, they give basis elements. The simple roots can be chosen as , whose evaluation vectors are the rows of the type- Cartan matrix, with on the diagonal and on adjacent entries. These vectors are evaluations on , not coordinates in an orthonormal realization of the root system.
To express every bracket strictly in the chosen basis, introduce the abbreviationThen all pairs are covered byHere both input root vectors have distinct row and column indices. The first case is the only one producing diagonal matrix units, and the displayed sum of resolves them completely into the chosen Cartan basis. Reversing the order gives the negative bracket. This also shows explicitly that the two nonzero non-Cartan cases have structure constants and , and verifies the required root-addition rule.
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 2018 iii Paper 102 2 a Solution Created 2026-10-03 Updated 2026-10-05
Use the coroot normalization , with the pairing understood via the root system and its invariant inner product. A dominant integral weight, called a dominant weight here, is a functional such thatEquivalently, with , where the fundamental weights satisfy . If dominance and integrality are defined separately, dominance means the inequalities and membership in the weight lattice means integrality.
A highest-weight vector is a nonzero weight vector , so for all , annihilated by every positive root space:The last condition is equivalently annihilation by the raising operators for the simple roots.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 102 2 b Solution Created 2026-10-03 Updated 2026-10-05
Fix a simple root and choose generators of the sl2 subalgebra associated with a root, with andThe highest-weight vector satisfies and , where . The classification of finite-dimensional sl2 representations already implies that is a nonnegative integer. One can also see the necessary integrality directly from the lowering operator.
Indeed, , if nonzero, has eigenvalue . These distinct eigenvalues cannot occur indefinitely in a finite-dimensional space, so there is a largest with . The sl2 Lie algebra relations imply, by induction on ,For the left side is zero, hence . Thus . Since this holds for every simple root,
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 102 2 c Solution Created 2026-10-03 Updated 2026-10-05
Choose the given short root as a simple root, and let be the long simple root. This entails no loss of generality: the Weyl group is transitive on the short roots of the G2 root system. The relevant Cartan integers are and . The positive roots areUnder , the root space for has eigenvalue . The subalgebra itself is the three-dimensional irreducible in the Adjoint representation.
The four root spaces along the root string have eigenvalues . Consecutive spaces are connected by nonzero raising operators and lowering operators, so their sum is . The negative root string supplies another . The root spaces for have eigenvalue zero, and neither adding nor subtracting gives a root; they are two copies of . Finally, the one-dimensional space commutes with , giving one more . We have accounted for all dimensions, and therefore the G2 adjoint branching to a short-root sl2 subalgebra isFor a nonzero root vector , its Adjoint representation action is a nonzero scalar multiple of the raising operator on each summand. On each irreducible this operator has a one-dimensional kernel, including . Since the Lie algebra centralizer is that kernel,
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 102 3 b Solution Created 2026-10-03 Updated 2026-10-05
Choose the root basisIn the usual invariant inner product, each simple root has squared length , while and . The labeled Dynkin diagram is therefore the following chain, with a single bond between adjacent nodes:It is type , equivalently the A3 root system. To check the root basis explicitly, the corresponding positive roots are ; these and their negatives are all twelve roots.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 102 3 c Solution Created 2026-10-03 Updated 2026-10-05
Let . The root reflection formula is . Applying the Cartan integers from part (b), the images of the chosen simple roots areIn particular, the two end-node Weyl reflections fix the opposite end node.
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 2018 iii Paper 102 5 c Solution Created 2026-10-03 Updated 2026-10-05
We first prove the useful lemma that dominant root-lattice highest weights have zero weight. Write for the root lattice, and let a dominant integral weight be the highest weight of a finite-dimensional irreducible representation.
First, is a nonnegative integral combination of simple roots. Indeed, write , separating its positive and negative coefficients in the root basis. The two parts have disjoint supports, and distinct simple roots have nonpositive inner product, so . If , thenOn the other hand, dominance gives for each simple root, hence . This contradiction proves .
Now suppose a nonzero weight has all . The identityshows that some satisfies and . We use the standard sl2 Lie algebra fact that its lowering operator is injective on any positive eigenspace in a finite-dimensional representation. This follows from the classification of finite-dimensional sl2 representations: in each irreducible , the only weight killed by the lowering operator is the lowest weight .
Consequently a nonzero vector of weight lowers to a nonzero vector of weight . Its simple-root coefficients remain nonnegative and their sum decreases by one. Starting at , repeated lowering must therefore reach the zero weight. Notice that intermediate weights need not remain dominant; positivity of the chosen coroot pairing is enough at each step.
For a minuscule representation, every weight belongs to , so the zero weight just obtained lies in this orbit. Every Weyl group element is invertible, and forces . This proves that minuscule weights in the root lattice are zero. Under the assumption , every possible highest weight lies in , henceHere is the one-dimensional trivial Lie algebra representation, by the classification of finite-dimensional irreducible highest-weight representations.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 302 3 Solution Created 2026-10-03 Updated 2026-10-05
Use the wiki's Cartan matrix conventionLabel the long simple root first when the lengths differ. The matrix of an irreducible rank-two root system has the form , where are positive integers. Integrality and the signs follow from the Cartan integers for distinct simple roots, and irreducibility rules out a zero off-diagonal pair. Its positive-definite symmetrization gives , equivalently . Moreover . Thus , giving the entire classification of rank-two root systems relevant to a simple algebra:These correspond to , , and the exceptional algebra . Here denotes the Isomorphism between so5 and sp4, not an additional case. The disconnected system corresponds to a semisimple but nonsimple algebra and is excluded.
The Dynkin diagrams, with nodes in the same order as the matrices, areThe second and third diagrams have two and three bonds respectively, with the arrowhead pointing to the short root . In the last diagram draws the three bonds and their arrowhead.
To enumerate roots, use the standard root string theorem: for , the roots are consecutive from through , with . Also use the standard results that the root system is reduced, every root is conjugate under the Weyl group to a simple root, and each root space has dimension one.
Write . Since a difference of simple roots is not a root, the -string starting at has and . It produces . The -string starting at has . In type , the further string through hasand is not a root, so it also produces . The resulting positive roots areAll roots are these and their negatives. To check completeness, the simple root reflections act on coordinates byEach listed set together with its negatives is stable under both reflections. It contains the simple roots and consists of roots already forced by strings. Since every root lies in a Weyl orbit of a simple root, no other roots can occur. This proves the lists for the A2 root system, B2 root system, and G2 root system. The root-space decomposition then gives
For the restriction to a sl2 subalgebra associated with a root, normalize its Cartan element to be . On a root vector of root , its eigenvalue is . The classification of finite-dimensional sl2 representations says that has weights and dimension . A root string of nonparallel roots therefore supplies one such irreducible module: the raising and lowering brackets connect its consecutive root spaces.
For clarity, the positive-side strings for each simple-root direction are listed below. Brackets denote the whole consecutive string; a single listed root is a string of length one. In every row also include each negative string in reverse order, and separately the triple formed by the root , its negative, and .The root's own triple is always . The one-dimensional subspace of annihilated by commutes with this subalgebra and gives . Each singleton root in the table, and its negative, contributes another . Reading the other string lengths now gives the adjoint branching to root sl2 subalgebras in rank two:Their dimensions are respectively . The last row agrees with G2 adjoint branching to a short-root sl2 subalgebra. All labels in the table are highest weights, rather than dimensions.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 102 3 b Solution 2026-10-03
Choose a positive system of a root system in which is a simple root; this is possible after applying an element of the Weyl group. Let be the highest root. Since the rank is greater than one, , and the maximality of implies that is not a root.
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 302 3 a Solution 2026-09-28
A Cartan subalgebra of a complex semisimple Lie algebra is a maximal commuting subalgebra consisting of semisimple elements. A nonzero functional is a root when its space in the root-space decompositionis nonzero. A Cartan-Weyl basis combines a basis of with root vectors .
A choice of regular hyperplane divides roots into positive and negative roots. The simple roots are the positive roots that are not sums of two positive roots; they form a basis of the real root span. The Cartan matrix isup to the equivalent transposed indexing convention.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 302 4 a v Solution Created 2026-09-24 Updated 2026-09-25
The highest weight of a representation is the weight of a nonzero weight vector annihilated by every positive-root operator. Every other weight is obtained from by subtracting a nonnegative integer combination of simple roots. A finite-dimensional irreducible representation of a complex semisimple Lie algebra is determined by its dominant integral highest weight.
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 111 1 a Solution Created 2026-09-24 Updated 2026-10-03
A fundamental system of a root system is a subset which is a basis of and for which every has an expansionwhose coefficients are either all nonnegative or all nonpositive. Its associated positive system of a root system isThus , and the elements of are the simple roots.
