Density of test functions in distributions Created 2026-10-06 Updated 2026-10-07
Every distribution is a limit of test functions in weak convergence of distributions. With a mollifier and an expanding smooth cutoff function , the functions have compact support and converge to . For each fixed test, the cutoff eventually equals one on its support, while the reflected mollifier approximates that test with all derivatives in a common compact set.
Every real-linear derivation of an algebra on a smooth manifold has the form for a unique smooth vector field . The product rule makes local: multiplying a function that vanishes near a point by a smooth cutoff function supported there gives zero derivative at that point. Locally write , where . Applying at gives ; the smooth coefficients define the claimed vector field. No continuity hypothesis is needed. In dimension zero all such derivations vanish.
Nonzero compactly supported distributions with pairwise disjoint supports are linearly independent: a smooth cutoff function isolating one support isolates its coefficient. Injectivity transfers this independence to their Fourier transforms. Exponential-type bounds and the Translation property of the Fourier transform can prove the needed support separation before the distributions themselves are known explicitly.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 12 3 i Solution Created 2026-10-03 Updated 2026-10-14
Let . Choose a smooth cutoff function with , on and . Such cutoffs can be constructed by mollifying the indicator of a fixed small neighbourhood of . Write , and ; these are controlled by the individual coefficient bounds and dimension.
The weak formulation, extended to compactly supported tests by density, isWe may use , since . Expanding its gradient and using uniform ellipticity givesApply Young inequality to the first two terms, allocating at most of the gradient integral to each. Bound in the last term. Absorbing those gradient contributions yields the Caccioppoli inequality with bounded lower-order termsConsequently . Adding the norm of proveswhere has precisely the stated dependence on dimension, ellipticity, coefficient bounds and . The proof uses , so no sign condition on the zeroth-order term is required.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 12 4 i Solution Created 2026-10-03 Updated 2026-10-14
We prove the Interior second-derivative estimate for the Poisson equation using difference quotients, rather than differentiating the forcing. Fix a coordinate and write . Choose a smooth cutoff function equal to one on with support compactly contained in , leaving room for all translations with sufficiently small . We can arrange , where .
The standard difference quotient lemmas give discrete integration by parts, , and on the relevant enlarged set. In the weak formulation , use the admissible test function . Moving a difference quotient onto givesSet and . The cross term has absolute value at most . Since , the difference quotient lemma on the right givesThe Young inequality now implies . Moreover , independently of . Hence, for every coordinate ,By the Sobolev characterization by bounded difference quotients, applied to each first weak derivative on smaller interior sets, these uniform bounds give all second weak derivatives. Their bounds pass to the weak limit as . Thus andNo derivative of is used, and no boundary condition is needed for this interior elliptic regularity argument.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 10 3 3 Solution Created 2026-10-03 Updated 2026-10-06
The opposite sign is the focusing semilinear wave equation . Begin with a spatially constant solution, reducing the partial differential equation to the ordinary differential equation . Substitution of givesFor a nonzero profile, equality of powers and coefficients gives and . ChooseTo obtain compact support, take a smooth cutoff function equal to one on and zero outside , and prescribeThese are smooth, compactly supported Cauchy data. By finite propagation speed, the local solution agrees with throughout for , where is its maximal forward smooth existence time.
For completeness, the semilinear domain of dependence assertion follows by comparing two solutions: their difference obeys , with . On any compact time interval before on which the solutions are smooth, is bounded in the backward light cone. Add to the shrinking-ball wave energy; its derivative is bounded above by times that energy, with the same nonpositive boundary flux. Zero initial difference and the Gronwall inequality give there.
If , the identity at the origin would imply as , contradicting smoothness at . ThusIf the solution loses regularity earlier, that is already finite-time blowup. The usual smooth continuation criterion for semilinear wave equations precludes a finite maximal time with all continuation norms bounded. This localized ordinary differential equation blowup for a wave equation therefore supplies the required compactly supported examples.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 17 3 Solution Created 2026-10-03 Updated 2026-10-06
Let have rank . A vector bundle covariant derivative is a real-linear operatorPairing its one-form slot with a vector field gives , with and .
In the horizontal description, a connection on a vector bundle is a smooth splitting , where , and the horizontal choice is compatible with fibre addition and scalar multiplication. This linearity is essential; an arbitrary nonlinear horizontal splitting is not a vector-bundle connection. Identify a vertical vector at with the element of obtained by differentiating the curve . Let be vertical projection followed by this identification. The induced vector bundle covariant derivative isIn a local frame of a vector bundle , a linear horizontal splitting has the formfor a matrix-valued connection one-form . Thus for , , which directly verifies the Leibniz rule.
Conversely, the Leibniz rule makes local: if a section vanishes near a point, multiply it by a smooth cutoff function supported in that neighborhood and equal to one near the point to see that its derivative vanishes there too. Local sections can therefore be differentiated by any extension agreeing near the point. Given , define its local connection one-form by . The Leibniz rule gives . Under , , one hasThe tangent fibre coordinate transforms by , so transforms precisely to . Consequently these local horizontal subspaces of a vector bundle connection glue to a smooth linear splitting inducing the given . Its local formula also shows uniqueness. This proves the horizontal connection associated to a covariant derivative construction.
A horizontal lift of is a smooth curve in with and . In a local frame write . Horizontality is exactly the linear ordinary differential equationWe use existence and uniqueness for an ODE with smooth coefficients, and the continuation theorem that a solution extends across a finite interval when it remains bounded inside the coordinate domain. For a linear system with continuous coefficients bounded by on a compact time interval, the Gronwall inequality bounds by its initial norm times , preventing finite-time fibre escape. Cover a compact subinterval of by finitely many bundle charts and partition it so each piece lies in one chart. Solve successively, changing fibre frames at the partition points. Coordinate invariance of the horizontal equation and uniqueness make the pieces agree. Exhausting by compact intervals containing produces a unique horizontal lift on all of for every prescribed . This is global continuation of linear parallel transport.
The lift equation is linear in its initial value. Hence the endpoint map is linear. Solving the same equation backwards, or transporting along , gives its inverse, soThis is parallel transport. For two parallel lifts , the assumed metric connection identity extends along the embedded curve and becomesHere is the covariant derivative along a curve. The permitted extension of sections and the tangent vector along the embedded curve justifies applying the bundle identity; equivalently it follows in each local frame. Thereforeso parallel transport is an isometry. This is the principle that parallel transport preserves a fibre metric.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 107 3 a Solution Created 2026-10-03 Updated 2026-10-06
Choose a smooth cutoff function supported in , equal to one on , with and . For , put . The zero Dirichlet boundary condition implies that the tangential boundary derivative vanishes on the flat face. Differentiating the Poisson equation gives . Test this equation with . The boundary terms vanish because on the flat face and near the curved face. Integration by parts in the tangential direction moves off , yieldingThis is the essential Caccioppoli inequality step: it involves , rather than . Expanding and using the Cauchy-Schwarz inequality and the Young inequality givesThe term is bounded by . Absorbing the first term and summing over proves the hinted estimate:All mixed second partial derivatives are now controlled, since . The remaining normal derivative is recovered from the equation:The Cauchy-Schwarz inequality bounds its squared L2 norm by times the sum of the squared L2 norms on the right. Including the already controlled zeroth and first partial derivatives, and taking square roots, gives the second-derivative estimate at a flat Dirichlet boundary:The full second-order Sobolev norm is controlled without any norm of .
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 327 1 Solution Created 2026-10-03 Updated 2026-10-14
The test-function space is . Its topology is the strict inductive limit topology of the spaces of smooth functions supported in a fixed compact set , each with the seminorms . In particular, a sequence converges in precisely when its supports lie in one compact set and all its derivatives converge uniformly. The indices use multi-index notation.
The distribution space consists of continuous complex-linear forms on . Equivalently, for every compact there are and an integer such thatWe use distributional convergence: means for every . The pairings are bilinear, with no complex conjugation. A test function is identified with its regular distribution .
For a distribution and a test function , their smoothing convolution with a test function isIt is a smooth function, with . Indeed, for in a compact neighborhood all translated tests have support in one compact set, and their difference quotients converge in the space of test functions. Notice that need not be compactly supported.
Choose a nonnegative mollifier with , and write . If , thenThe right-hand test tends to in : its supports lie in for , and every derivative converges uniformly by the approximate-identity argument. Thus the smooth regularizations converge to as distributions.
To obtain actual compactly supported approximants, choose a smooth cutoff function equal to one on and supported in , and setFor each fixed test function , the cutoff is identically one on its support once is large. Hence . This proves is dense in , and in fact establishes the density of test functions in distributions and gives a convergent approximating sequence for each distribution. The expanding cutoff is essential when has noncompact support of a distribution.
For the radial limit, take a test function and introduce in polar coordinates. The Jacobian givesWhen is supported away from the origin, vanishes near and extends to a compactly supported smooth function on the whole line. The folded sine approximation to a Dirac delta is exposed by setting : integration by parts givesby the Riemann-Lebesgue lemma. ThereforeThis surface delta distribution is arclength measure on the unit circle. By the level-set normalization of a surface delta, it is : the factor two cancels the gradient magnitude on the circle. It is not twice arclength measure.
For a test function that can meet the origin, the endpoint cannot be discarded. Now . Its right derivative is integrable, with from differentiated Taylor expansion: the angular average cancels odd Taylor terms, so near . Applying integration by parts separately on the negative and positive intervals givesThe last two integrals tend to zero by the Riemann-Lebesgue lemma. Thus the radial quadratic oscillation defect in two dimensions gives the stronger oscillating point-mass defect formulaChoose supported in with . Its pairing is , which does not converge. For completeness, if had a limit , the recurrence would force , whereas the even subsequence identity would then force . Consequently there is no limit in .
The stable unit-circle arclength contribution and the oscillating point-mass coefficient at the origin
. Details. Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 327 2 Solution Created 2026-10-03 Updated 2026-10-06
Use the Fourier transform convention , with inverse factor . The Paley–Wiener–Schwartz theorem can be stated with sharp convex support: for a nonempty compact convex set , let its support function be . Then is the Fourier transform of a unique distribution supported in if and only if it is entire andfor some and nonnegative integer . For , this is the familiar bound . Allowing some characterizes all compactly supported distributions. Here the extension of the Fourier transform is , interpreted with a cutoff equal to one near the support of a distribution.
First suppose . Fix one smooth cutoff function equal to one near . Pairing the resulting compactly supported exponential with shows that is an entire function: differentiation with respect to inserts , and the power series converges in the test-function seminorms uniformly on compact subsets of .
To keep the exponential type exactly , rather than that of a fixed larger neighborhood, use a shrinking-cutoff exponential-type estimate. There are cutoffs equal to one on , supported in , and satisfying for . One construction convolves the indicator of with a unit-mass mollifier supported in . Continuity of on a fixed compact neighborhood gives a finite order of a distribution there. By the product rule,Taking proves the required bound with , since the extra exponential factor is at most . The value of the pairing is independent of the chosen cutoff because all cutoffs agree near . Thus the forward direction has the exact asserted support function, without an unproved estimate on derivatives restricted only to .
Conversely, suppose the entire has the stated bound. Its restriction to real frequency has polynomial growth, so define a tempered distribution byThe Schwartz space decay makes this integral absolutely convergent and continuous; by Fourier inversion, on real frequency. It remains to prove the support assertion by mollifier regularization for contour recovery of support.
Choose a nonnegative unit-mass mollifier supported in , and setOn real frequency, decays faster than any polynomial after enough applications of integration by parts to ; hence is smooth, by differentiation under the integral sign. More generally, for every integer there is such thatTo obtain this estimate, write the transform of as the real-frequency transform of and integrate by parts; each derivative introduces at most one factor of .
Fix a unit vector and take . A contour-shift proof of the Paley–Wiener–Schwartz theorem moves the inverse-transform contour to :Here is a justification of the shift. Rotate coordinates so is the first coordinate direction, apply the Cauchy integral theorem on a rectangle in the first complex variable, and integrate over the other real variables. For fixed , the vertical sides at real part have an integrated bound proportional to , and hence vanish as . The same decay bounds give absolute convergence on the horizontal sides. No contour shift of an unregularized polynomially growing integral is needed.
Positive homogeneity of the support function now givesIf , the Hahn-Banach separation theorem supplies a unit vector with . Letting proves . Therefore and .
Since and its modulus is at most one on real frequency, the dominated convergence theorem in the formula for gives as tempered distributions, and thus as distributions. A test function supported outside has positive distance from , so its pairing with is zero for all sufficiently small . This proves . The Fourier transform of a compactly supported distribution constructed in the forward direction equals on ; applying the one-variable identity theorem successively in each coordinate extends the equality to . Injectivity of the Fourier transform of a tempered distribution proves uniqueness and completes both directions.
For the independence application, put and . The ball version of the Paley–Wiener–Schwartz theorem supplies a nonzero distribution supported in with . By the Translation property of the Fourier transform,where . Distinct integer points are at least distance one apart. For distinct positive indices , the largest possible radius sum is . Thus these closed balls, and hence the distribution supports, are pairwise disjoint.
If , injectivity of the Fourier transform gives . For each , choose a smooth cutoff function equal to one near its ball and zero near all other balls. Multiplying the distributional identity by this cutoff isolates . Since is not identically zero, , so . Consequently are linearly independent over . This Fourier independence from disjoint distribution supports uses the quantitative exponential types to establish support separation.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 115 2 b iii Solution Created 2026-10-03 Updated 2026-10-05
For a decomposable tensor field, consider a selected pairing in a tensor contraction. Its derivative isby the defining one-form formula. In the Leibniz rule expansion of the uncontracted tensor, the terms differentiating these two selected factors combine into exactly this derivative of the pairing. Every term differentiating another factor passes unchanged through the contraction. Thus, first on local decomposable tensors and then by linearity on every local tensor expansion,This is basis independent; in components the negative covector term and positive vector term for the two contracted slots cancel.
For uniqueness, any extension satisfying the tensor-product rule is local. If vanishes near , multiply it by a smooth cutoff function equal to one near and supported where . The identity implies . Any allowed extension on a differential one-form is forced by differentiating its contraction with every vector field. Its value on every local frame tensor is then forced by the tensor-product rule and its value on scalar coefficients. These local tensors span each tensor bundle, so two extensions agree everywhere.
Together with the preceding construction, this proves existence and uniqueness of the contraction-compatible tensor derivation, with the scalar-rule qualification already stated. No claim that every global tensor field is a finite sum of products of global vector fields is needed.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 115 2 b i Solution Created 2026-10-03 Updated 2026-10-05
First establish the scalar Leibniz rule, since it is needed for an extension to all tensor fields. Suppose every component of has positive dimension. Computing first with scalar and then as givesAt any point, a smooth cutoff function times a coordinate vector field can be chosen nonzero there. Evaluating the displayed identity provesThus the scalar operator is a derivation of an algebra. Derivations of smooth functions are vector fields, so the scalar operator is differentiation along a unique vector field ; no continuity assumption is needed. Indeed, if vanishes near , take a smooth cutoff function equal to one near and supported where . The identity gives . Thus depends only on the local function germ, so local coordinate functions may be extended with cutoffs before applying it. The local identity gives . Smooth local coefficients define .
The vector-field operator is local as well. If vanishes near , choose a cutoff equal to one near with support where . Then gives . We can therefore work with local frames without presuming a global frame.
For a differential one-form , the only possible contraction-compatible definition isThe scalar product rule and the given vector-field rule show that this is linear over in , so it defines a one-form. Its coefficients are smooth by evaluating the formula on local frame fields extended with cutoffs. It is real-linear in , and direct substitution gives .
The original PDF's hint has a transpose error. If for , then evaluation on every forcesnot the untransposed coefficient array printed in the hint. For example, take , and on . The correct values are , . The printed hint instead makes the derivative of equal to .
There is also a genuine zero-dimensional edge case in the hypotheses: on a one-point manifold the vector-field space is zero, so the printed rule imposes no condition on the scalar map. Taking satisfies that rule but cannot extend to a tensor derivation, since the product rule requires . Thus the extension theorem is valid on positive-dimensional manifolds as above, or in every dimension if the scalar product rule is added explicitly. The next two parts use these precise hypotheses.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 132 4 b Solution Created 2026-10-03 Updated 2026-10-14
The given is a simple closed curve. Assume it is essential; for a contractible class both infimal lengths are already zero. Write . The collar lemma supplies an embedded annulus with coordinates and , and metricSet . This changes the metric to a positive scalar multiple of , so the conformal modulus of an annulus isThe extremal length of its core curves is . Allowing all curves homotopic to in can only decrease infimal lengths, while the area of a metric on all of is at least its area on the collar. Thus . Use the particular conformal metric , whose area of a quadratic differential is one:This proves the required implication uniformly over all the area-one holomorphic quadratic differentials on these surfaces.
The converse is false. Here is an explicit slit connected sum of translation tori. Start with square flat copies of a torus and , where . Cut a horizontal slit of physical length in each, centred in an interior coordinate disk, and cross-glue the banks by translation. The resulting surface has genus two. Its two slit endpoints have cone angle , so the locally defined extends to a holomorphic one-form with two simple zeros. Its flat area is . Setwhich is a holomorphic quadratic differential of area one. Let be a horizontal generator in the small torus, taken away from the slit and fixed by the marking of this small handle. Then
To verify that its hyperbolic length does not tend to zero, construct a uniform lower bound on extremal length. On the unit square torus choose a disk about the eventual slit centre and a smooth cutoff function equal to one on a smaller disk and supported in . Let denote a local real coordinate on ; in the first term below, is the globally defined torus one-form, while is extended by zero outside . The real closed differential formis globally defined, vanishes on the smaller disk, and has period one on the horizontal generator. Pull it to by the rescaling map , and extend it by zero across the slit and over the other torus. For sufficiently small , the slit is inside the region where the form vanishes. Hence this extension is a smooth closed differential form on the connected sum, with .
Define a nonnegative conformal metric density by the pointwise norm of relative to the flat metric. Two-dimensional scale invariance givesindependently of . For every representative homotopic to ,because the period of a closed differential form is unchanged by homotopy. This is the extremal length lower bound from a closed one-form; therefore . If tended to zero along any subsequence, the collar estimate would force , a contradiction. In fact its hyperbolic lengths are uniformly bounded away from zero. ThusFor every fixed , replace by the area-one translation surface constructed in the polygon argument; its genus is . Cut its slit inside a nonsingular flat coordinate disk. The new connected sum has genus , and the area normalization, small-handle length bound and closed-one-form energy argument are unchanged. Thus the converse fails at every fixed genus .
A small translation torus joined by equal slits; its generator is flat-short while retaining a positive extremal-length bound
. Details. Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 105 1 b Solution Created 2026-10-03 Updated 2026-10-05
Let tend to in the Sobolev space , using density of smooth functions in a Sobolev space. Write . Applying the Morrey inequality on a cube to a unit cube centered at , and bounding its average by the Holder inequality, givesfor every smooth . Hence is a Cauchy sequence in the supremum norm and has a bounded continuous limit by uniform convergence. On every finite-measure cube, this limit is also the limit, so almost everywhere.
For , choose , so that . The second estimate from part (a), followed by passage to the limit, givesThus is a Hölder continuous function andIt is the unique continuous representative: two continuous functions agreeing almost everywhere agree everywhere.
For , take a smooth cutoff function equal to one near zero and setIts weak derivative has size near zero, whose th power is integrable because . Thus , but it is essentially unbounded in every neighborhood of zero and has no continuous representative. The value assigned at zero is irrelevant.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 327 3 a Solution 2026-09-28
A phase function is a real smooth function on that is positively homogeneous of degree one in and has nonzero total differential . The symbol classconsists of smooth amplitudes for which, for every compact and all multi-indices ,
Choose a smooth cutoff function equal to one near zero. The associated oscillatory integral is defined on a test function byOn the compact -support of , use an integration-by-parts operator satisfying . Repeated application of its formal adjoint lowers the effective symbol order until the integral is absolutely convergent. The resulting bounds involve only finitely many derivatives of , prove that the limit is independent of , and give the seminorm estimate required for
For a classical solution of on a half-ball with zero data on its flat face, a tangential Caccioppoli inequality controls every second partial derivative having at least one tangential index. The equation recovers the remaining second normal derivative. The resulting Sobolev norm estimate has a dimension-only constant for the fixed radii one and two. Nonzero data are handled by homogenization of Dirichlet boundary data, adding the norm of the supplied boundary extension. No condition is imposed on the curved face because the smooth cutoff function vanishes there.
Tensoriality Created 2026-10-05 Updated 2026-10-14
A multilinear operation on vector fields is tensorial when it is linear over smooth functions in every argument. Its value at a point then depends only on the argument vectors at that point. To see this, use a smooth cutoff function to reduce to local fields, expand them in a local frame, and apply linearity over smooth functions to their coefficients. A smoothly valued tensorial operation therefore defines a tensor field. The curvature of an affine connection is tensorial, whereas a covariant derivative differentiates a scalar coefficient in its second argument and is not tensorial there.

