Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 12 3 Solution Created 2026-10-03 Updated 2026-10-07
Take to be a closed compact Riemannian manifold and use the positive Laplace-Beltrami operator. Its Riemannian heat kernel is the integral kernel of :It solves for and tends to the identity kernel as . For an orthonormal eigenbasis, the spectral expansion of the Riemannian heat kernel isThe bar is required for a complex basis. With boundary, a specified invariant boundary condition must also be included in this definition.
For the quotient formula use the covering-space interpretation: acts freely and properly discontinuously by Riemannian isometries. On compact such a discrete group is finite. Freeness alone, without this covering hypothesis, does not justify the image sum: an infinite dense subgroup of circle rotations, for example, acts freely but has no manifold quotient. Positive-dimensional group actions require a different quotient analysis.
For lifts of , the heat kernel on a finite isometric quotient isInvariance of under simultaneous Riemannian isometries and reindexing the sum show that this is independent of both lifts. A local isometry commutes with the Laplacian, so the sum satisfies the quotient heat equation. For its initial condition, integrate over a fundamental domain against a lifted function. The terms combine into the integral over all of , whose initial limit is . Uniqueness of the heat evolution proves the formula. There is no factor in this kernel formula.
On the diagonal the sum is -invariant. Its integral over is therefore times its integral over , giving the heat traceThus the normalization factor appears in the trace, not the kernel. Put . For any finite isometry group , changing variables proves : it is a class function on .
For Gassmann equivalent subgroups , their intersections with each conjugacy class have equal size, and their orders are equal. If both act freely, the heat traces of their quotients satisfyso they agree for every . Since , equality determines the spectrum with multiplicities: take to recover the smallest eigenvalue and its multiplicity, subtract that term, and repeat. This proves Sunada theorem. Equivalently, projection onto -invariant functions averages the group action, and the quotient eigenvalue multiplicity is , with the eigenspace character of a representation. Almost conjugacy equalizes these averages.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 16 3 Solution Created 2026-10-03 Updated 2026-10-07
Let be a closed manifold with a Riemannian metric and use , the positive Laplace-Beltrami operator. This is the setting in which the final discrete eigenfunction expansion applies without additional boundary or noncompact spectral hypotheses. A Riemannian heat kernel is a smooth for such thatfor every smooth initial function . Here solves the heat equation. The limit is the statement that the initial kernel is the Dirac delta distribution on the diagonal. In the closed setting this uniquely determines the heat kernel; it is symmetric, preserves constants, is nonnegative, and satisfies the semigroup property.
A heat parametrix is an approximate version with the same delta initial limit and with errorregular enough at to correct by a convergent integral series. One may construct it by the local Gaussian ansatzwhere near the diagonal and is supported in a convex normal neighborhood, and the smooth coefficients solve the usual radial transport equations. The leading coefficient accounts for the Riemannian volume form. Taking sufficiently large makes the residual extend continuously, with any prescribed finite number of derivatives, to . Alternatively a smooth asymptotic summation of all transport coefficients gives a residual vanishing to every order. These local construction, extension and differentiability facts are used here as subsidiary results, as permitted.
For the correction proof take a heat parametrix whose residual is smooth up to on a short interval . We also use its uniform integral bound , its approximate-identity limit, and the following standard differentiability property: convolution with a smooth time-dependent kernel gives a smooth kernel for , and differentiating it yields the identity below. These properties follow from the Gaussian estimates and the delta initial limit; no conclusion about the final exact heat kernel is assumed.
Define the Volterra convolution of kernels byIt is associative wherever these integrals converge. The delta term at the upper endpoint givesSeek . Then its error vanishes exactly when . The solution is the Volterra parametrix correctionThe signs matter: the first correction is .
To prove convergence, let and . The time variables in range over a simplex of volume , soThe series for therefore converges uniformly on . Derivatives obey analogous bounds, with polynomial factors in , by the quoted residual extension and differentiation properties. Thus the series can be convolved and differentiated as above. Associativity and absolute convergence give , proving . The correction has integral norm by the integral bound on and boundedness of . It has zero initial limit, so has precisely the required delta initial data.
For uniqueness, a smooth solution with zero initial data satisfies the heat equation energy identityIts initial norm is zero, hence . Applying uniqueness to consecutive evolutions proves the semigroup property. Choose and, for arbitrary , compose enough kernels that . The resulting kernel is independent of the subdivision by uniqueness, is smooth for positive time by the quoted differentiability property, and extends the construction to every . This proves a parametrix determines the global heat kernel in the closed setting. The heat equation maximum principle gives nonnegativity and applying uniqueness to the constant initial function gives conservation of total mass. Self-adjointness of the positive Laplace-Beltrami operator gives symmetry.
Finally let be a complete complex orthonormal eigenbasis of , with eigenvalues , repeated by multiplicity. As subsidiary analytic facts we use the compact elliptic compact elliptic spectral theorem, elliptic regularity bounds making each fixed derivative of grow at most polynomially in , and a polynomial eigenvalue-counting bound. The spectral expansion of the Riemannian heat kernel converges because exponential decay makes the following series converge with every derivative when :Indeed, evolving initial data gives by direct substitution into the heat equation and uniqueness. For general , completeness and the heat equation energy identity giveThe smoothly convergent kernel series represents this same operator, and equality for all smooth identifies it pointwise with the constructed heat kernel. The complex conjugate is required by the inner product; for a real eigenbasis it may be omitted. A noncompact Riemannian manifold may instead require a spectral integral, and the unqualified discrete formula should not be asserted there.