Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 12 1 Solution Created 2026-10-03 Updated 2026-10-07
Use the positive Laplace-Beltrami operator, . A flat torus is the quotient , where is a full-rank Euclidean lattice and the metric descends from the Euclidean metric. Its dual lattice isIf is the covolume of , the functions descend to the torus. Direct differentiation gives the spectrum of a flat torus:The multiset includes one entry for each dual vector. In particular zero has multiplicity one. Writing identifies the dual vectors with , . Standard Fourier series on the unit cube then prove that these functions are an orthonormal basis of on the torus. If , its Fourier coefficients satisfy . Thus every eigenfunction is a linear combination of the indicated shell of frequencies, with no additional eigenvalues. Compactness gives the discrete self-adjoint realization, whose eigenfunctions are smooth. For real functions the two characters at become cosine and sine, giving the same real multiplicities. The opposite Laplacian sign would negate all displayed eigenvalues without changing the rigidity conclusion.
To prove two-dimensional spectral rigidity, let and recover its Gram matrix from its vector-length multiset. Let be the shortest nonzero length and choose with . This vector is primitive: a proper integer multiple would have a shorter lattice vector. Hence . From the spectral multiset subtract exactly two occurrences of each length , . The remaining multiset consists precisely of the vectors not on this line, including correct multiplicities at coincident lengths. Its least length is the length of a shortest vector independent of .
The pair is a basis of . Otherwise take a lattice point in a nonzero coset of and reduce its two coefficients into . The resulting nonzero lattice vector is not on , by primitivity of . Butwith strict inequality: when both coefficients are nonzero the triangle inequality is strict for independent vectors, and when one vanishes its length is at most . This contradicts the definition of . Subtract an integer multiple of from and, if necessary, change its sign to arrange ; minimality of makes this reduction possible without decreasing its length.
The covolume of is also spectral. The count of lattice vectors with length at most obeysFor example, translate a bounded fundamental parallelogram of diameter bound : the union of tiles with centres in contains and lies inside . Comparing their areas proves the leading coefficient. The spectrum supplies this count. Since is a lattice basis, its parallelogram area satisfies . ThereforeAll three quantities are determined by the spectrum. Equal Gram matrices give an orthogonal map between the dual lattices; taking duals gives an orthogonal map between the original lattices, descending to a Riemannian isometry of the tori. Isospectral flat two-tori are isometric. This is the two-dimensional lattice reconstruction from vector lengths; it uses lengths with multiplicities, not merely the set of distinct lengths.