Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 3 4 Solution Created 2026-10-03 Updated 2026-10-07
For a partition with at most parts, let be the Schur module constructed in Question 3, equivalently the image of a Young symmetrizer on . For a weakly decreasing integer tuple , put and . Define the rational Schur module byHere is the one-dimensional representation . This is rational, and it is irreducible under the permitted irreducibility assumption; for nonnegative it is the original polynomial Schur module. Larger shifts give the same module, as will also follow from the character formula below.
Write and . For a permutation of the given cycle type, the trace of a permuted tensor power isIn a tensor basis, the trace contracts the matrix entries of around each cycle of ; a cycle of length contributes . This proof applies to nondiagonalizable endomorphisms as well. The eigenvalues give .
The Schur–Weyl duality decomposition, on which and act on the two respective factors, gives the same trace asFor a partition, the character extends polynomially to all endomorphisms because the tensor-power action does. This extension is not asserted for determinant-twisted modules at singular matrices.
We now derive the alternant character formula for the general linear group. Put andUse the permitted symmetric-group character result, the Frobenius alternant character formula:It concerns characters of , rather than assuming the character formula we seek for the general linear group. Substitute the proved trace identity and setThen for every conjugacy class. Independence of the irreducible symmetric-group characters forces .
Each character on diagonal matrices is a symmetric homogeneous polynomial of degree , since conjugation by permutation matrices permutes its arguments. Thus is alternating of degree . Every alternating polynomial of this degree has a unique expansion in alternants : a monomial with repeated exponents has zero coefficient, while each strictly decreasing nonnegative exponent vector is uniquely for a partition of with at most parts. Its coefficient at is the coefficient of that alternant. The identities for therefore give . We have derived the Weyl character formulaFor partitions the quotient is the Schur polynomial, with removable apparent singularities when eigenvalues coincide. For arbitrary dominant integer tuples, multiply the formula for by ; this shifts every numerator exponent by and yields the same boxed formula. The variables must then be nonzero. The expression also shows independence of the shift used to define the determinant twist. Equality of characters identifies these irreducible modules: the group-algebra image on a direct sum of two irreducibles is finite-dimensional and semisimple, and its span of group operators detects the traces on every simple block.
Finally, the character of a dual representation evaluates the original character at . Reverse the numerator's columns after making this substitution. The exponents become . Factoring converts these into for . The denominator undergoes the identical column reversal and factor, so both signs and factors cancel. Hence , andThis tuple is again weakly decreasing, so it is precisely the required dominant label.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 5 4 Solution Created 2026-10-03 Updated 2026-10-07
For a decreasing integer tuple , let . Then is a partition and the highest-weight classification of rational GL representations definesThis is a determinant twist of a Schur module. Every irreducible rational representation becomes polynomial after multiplication by a sufficiently large positive determinant power, which clears all matrix-entry denominators. The polynomial degree decomposition and Schur–Weyl duality then identify it with a Schur module. Undoing the twist gives exactly one decreasing integer tuple . Distinct tuples have distinct highest torus weights, so these are the complete pairwise nonisomorphic irreducible rational representations.
The Weyl character formula specializes toIt is a symmetric Laurent polynomial in the eigenvalues. Equality extends from the dense set of diagonalizable matrices to all invertible matrices: both the character and the expression in the characteristic-polynomial coefficients are regular functions on . For a polynomial representation this also extends to every endomorphism of . For a general rational representation, the printed claim at singular endomorphisms needs this qualification: for example is undefined at a singular matrix. The displayed formula is valid on , and on all of when .
To compute the degree, set with distinct and take . For and , the leading coefficient of an exponential alternant isIndeed, expand every exponential in powers of . The first nonzero determinant uses the distinct powers ; its coefficient is the product of the two Vandermonde determinants divided by . Taking the same expansion in the denominator cancels the powers and the factors, giving the Weyl dimension formulaThis proof works for negative as well, since determinant twists have dimension one.
Every finite-dimensional rational module is completely reducible. The characters of its irreducible constituents are linearly independent: each Schur Laurent character has its highest dominant monomial with coefficient , and only lower weights besides it. In a finite relation, choose a lexicographically highest remaining weight; its coefficient must vanish, and iterate. Therefore equal characters give equal multiplicities of every irreducible constituent, proving rational modules with the same character are isomorphic.
Finally the symmetric algebra of has the formal torus characterEach factor sums the symmetric powers of a one-dimensional weight space; the exterior square has weights for . The permitted Schur identity makes this . In each fixed scalar degree there are only finitely many terms, so complete reducibility and character independence apply degree by degree without a convergence assumption. Thus the multiplicity-free symmetric-algebra model for polynomial GL representations contains each irreducible polynomial representation exactly once. The word irreducible is necessary: arbitrary reducible polynomial modules, such as two copies of the trivial module, do not each occur once in a multiplicity-free sum.
The matrix coefficients of a rational action belong to its coordinate ring . Multiplying the action by a sufficiently large determinant twist clears all determinant denominators and produces a polynomial representation. Irreducible rational actions are indexed by decreasing integer highest weights, with negative coordinates allowed.