Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 115 1 d Solution Created 2026-10-03 Updated 2026-10-05
Under the standard smooth manifold hypotheses, the first answer is yes, although the isomorphism requires a choice. A partition of unity combines Euclidean inner products in manifold charts to produce a Riemannian metric . Nonnegative local weights summing to one preserve positivity, and local finiteness preserves smoothness. The musical isomorphism isIt is smooth and fiberwise invertible, with inverse having local matrix . It is therefore a vector bundle isomorphism. There is no preferred such map before a metric or equivalent additional structure is chosen.
The second answer is no. On , compare the trivial vector bundle with the Möbius line bundleBoth have rank one. A continuous section of a vector bundle of is represented on by a continuous function satisfying . If it were nowhere zero, the intermediate value theorem would prevent its endpoint signs from being opposite. Thus has no nowhere-zero section. The trivial bundle has the section , and a bundle isomorphism would carry that section to a nowhere-zero section of , a contradiction. Hence
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 327 1 Solution Created 2026-10-03 Updated 2026-10-06
Use the Fourier transform convention and , so . All distribution pairings use complex bilinearity, and the formal transpose is , without complex conjugation of the coefficients. If instead denotes , the Fourier multiplier is ; the argument below is unchanged after this substitution.
For a nonempty compact convex set , let be its support function. The Paley–Wiener–Schwartz theorem says that the Fourier transform is a bijection between distributions supported in and entire functions on for whichfor some and nonnegative integer . In particular, support in is equivalent to the bound with . Convexity is essential in the precise support formulation: the support function of a set equals that of its convex hull.
Suppose first that is a compactly supported distribution with support in . Define , inserting any cutoff function equal to one near when viewing on test functions. A fixed cutoff and the finite order of a distribution estimate permit differentiation of the pairing in each complex variable, giving . The exponential function's power series converges with every required derivative on a fixed compact set; hence is an entire function. On real frequencies it agrees with the Fourier transform of a compactly supported distribution.
The exact exponential indicator needs a shrinking cutoff function, rather than one fixed outside . Choose near , with support in and for . Such a cutoff is obtained by convolving the indicator of with a mollifier supported in . On one fixed ball containing all these supports, the finite order of a distribution bound isThe Leibniz rule applied to therefore givesTaking proves the required bound, with and a fixed additional factor at most .
Conversely, suppose is an entire function with the displayed bound. Its real restriction has polynomial growth, so its inverse Fourier transform defines a tempered distribution byRapid decay of the Schwartz function makes this integral absolutely convergent and continuous in the Schwartz space topology.
To determine the support of a distribution, take a test function supported in a half-space , where and . The contour-shift proof of the Paley–Wiener–Schwartz theorem gives, for each ,Here is the estimate that justifies both the shift and its limiting use. Since , repeated integration by parts with yieldsFor fixed , the same estimate is uniform over the imaginary strip from to . Rotate coordinates so is the first coordinate direction, apply the Cauchy integral theorem on truncated rectangles, and let their real edges tend to infinity. If , the boundary integrals vanish and the horizontal integrals converge absolutely; thus the claimed shift is valid. Using now bounds the pairing bywhich tends to zero. A separating hyperplane exists at every point outside the compact convex set . A finite partition of unity on the support of any exterior test function reduces it to such half-spaces, so . Fourier inversion gives uniqueness; the entire transform of this agrees with on and hence everywhere, by applying the one-variable identity theorem successively in each coordinate. This completes both directions.
Now apply this theorem to compact support solvability for a constant-coefficient ordinary differential equation. If is a nonzero constant, its kernel is zero and is the unique solution. Otherwise writeThe solution space of isIndeed these exponentials solve the equation, their initial derivative vectors have a nonzero Vandermonde determinant, and uniqueness for the order- ordinary differential equation makes them a basis. Pairing with any such solution proves necessity:
For sufficiency, choose with and let . The assumed annihilation is precisely for every . Since all roots of a polynomial are simple, has removable singularities at every root and is an entire function. Outside one disk, . Inside that disk, the extended is bounded. The polynomial division preservation of exponential type therefore givesThe Paley–Wiener–Schwartz theorem produces a compactly supported distribution with transform , supported in the same interval. Then , so Fourier inversion gives . ThusThe compactly supported solution is unique: forces the entire transform to vanish off the finitely many roots and hence everywhere. With repeated roots, the corresponding condition would also require derivatives , or pairing with , up to one less than each multiplicity.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 118 2 b Solution Created 2026-10-03 Updated 2026-10-05
Let be the additive sheaf of complex-valued smooth functions, and its multiplicative sheaf of nowhere-zero functions. The smooth exponential sequence isIts kernel is the integer-valued locally constant functions, namely the integer constant sheaf. It is surjective on stalks because a nowhere-zero smooth function has a smooth logarithm on a sufficiently small neighbourhood.
The additive smooth-function sheaf is a fine sheaf, using a partition of unity, and the smooth manifold is a paracompact space. Its positive-degree sheaf cohomology vanishes. The long exact sequence in sheaf cohomology consequently gives an isomorphism
To connect this with bundles, trivialize a smooth complex line bundle over an open cover. Its transition functions form a multiplicative Čech cocycle, satisfying . Changing trivializations changes it by a Čech coboundary. Conversely, any such cocycle glues trivial line bundles, and cohomologous cocycles give isomorphic bundles. Thus the isomorphism classes are .
The connecting isomorphism is the First Chern class. Locally choose logarithms ; on triple intersectionsrepresents that class. Combining the gluing classification with gives the requested bijection:
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 105 4 c Solution 2026-10-03
The continuous coefficients are uniformly continuous on a compact neighborhood of . For every , choose a ball small enough thatfor all . Part 4(b), with the frozen symmetric matrix , then applies on this ball.
Choose a finite collection of these balls and a smooth partition of unity that sums to one near , with each supported in its corresponding ball. Applying part 4(b) to givesSince is symmetric, the Leibniz rule gives the commutator formulaThe coefficients and the finitely many derivatives of the cutoff functions are bounded, soFinally near . Summing the finite set of local estimates provesThis is the coefficient-freezing interior second-derivative estimate.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 327 3 Solution Created 2026-10-03 Updated 2026-10-05
The Paley–Wiener–Schwartz theorem in its closed-ball form says that a tempered distribution is supported in if and only if its Fourier transform is the real restriction of an entire function on satisfying, for some and integer ,The distribution is unique by Fourier inversion. More generally a compact convex support set replaces by its support function .
For the forward implication, a compactly supported distribution has finite order of a distribution, say , on a fixed neighborhood of its support. Defineusing a cutoff equal to one near the support. Differentiation with respect to each complex coordinate is allowed in this pairing and gives , so is entire.
To obtain the exact radius , rather than an enlarged radius, choose a cutoff function equal to one near and supported in , with derivatives through order bounded by . Set . The finite-order bound and the Leibniz rule giveThis proves the required growth estimate.
For the converse, has at most polynomial growth on real frequencies, so define its inverse tempered distribution byLet a compactly supported test function lie in a half-space , with and . By contour shifting,Here is the decay needed to justify the shift and then let grow. Repeated integration by parts, applying to , gives for every integer ,Choose . For each fixed , this decay makes the vertical sides of a large rectangle vanish in the one complex coordinate parallel to ; Cauchy integral theorem then supplies the contour identity. Combining the two bounds yieldsThus vanishes on such test functions. Every point outside has a neighborhood of this form. A partition of unity therefore proves , completing the converse. The same argument with separating half-spaces proves the compact-convex-set form. This is the contour-shift proof of the Paley–Wiener–Schwartz theorem.
For a regular function , the change of variables givesThe map is continuous on the Schwartz space, so duality extends the dilation of a distribution toIts Fourier transform obeys . If the original support is in the unit ball, the theorem bounds by . HenceThe converse theorem gives the support law for distributional dilation
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 115 2 h Solution Created 2026-09-28 Updated 2026-10-03
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 146 2 Solution 2026-09-28
An almost complex structure on is a compatible almost complex structure when , , andis a positive-definite inner product. To prove existence, choose any Riemannian metric and define by . The metric construction of a compatible almost complex structureis smooth and compatible, so the space is nonempty.
Identify the compact symplectic manifold with its image under the symplectic embedding. Along there is a symplectic splittingChoose compatible almost complex structures on both summands and take their direct sum. Its associated metric makes the two summands orthogonal. Extend this metric from the closed submanifold to all of using a partition of unity, and apply the metric construction again. Along it recovers the prescribed direct sum, so the resulting global compatible satisfies . This is the relative extension of a compatible almost complex structure.
For the two compact complex curves, use the supplied holomorphic coordinates at their transverse intersection. There is . Replace it in a small ball by the complex annulus and use a cutoff in a surrounding annulus to rejoin the unchanged curves. For sufficiently small nonzero , the result is an embedded symplectic surface . This local replacement is a bordism between the old and new cycles, soThis is the symplectic smoothing of a positive transverse node.
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 115 2 a Solution 2026-09-28
Give the outward-normal-first boundary orientation. The Generalized Stokes theorem states that, for every compactly supported -form ,
Choose an oriented coordinate cover by charts into or the half-space , and choose a partition of unity subordinate to it. Since the family is locally finite and has compact support, only finitely many are nonzero. It is therefore legitimate to write both integrals as finite sums and prove the identity for a form supported in one chart.
In an interior chart the integral of an exact compactly supported top form is zero by the fundamental theorem of calculus. In a boundary chart writeIntegrating coordinate by coordinate kills every tangential derivative. The normal derivative leaves precisely the restriction to , with the sign selected by the outward-normal-first convention. This is , proving the theorem.
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 115 1 b Solution 2026-09-28
Choose a Riemannian metric on , using a partition of unity if necessary. For each , letSince is a submersion, is an isomorphism. Its inverse depends smoothly on , sodefines a smooth vector field on satisfying . The formula also gives whenever .
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 115 1 a Solution Created 2026-09-24 Updated 2026-09-25
- an atlas whose transition maps have positive Jacobian determinant;
- a smooth choice of one of the two orientations of every tangent space;
- a nowhere-zero smooth top-degree differential form.
A positive chart orients its coordinate frame. Conversely, smoothly oriented frames determine local positive coordinate volume forms. A partition of unity subordinate to an oriented atlas glues these positive forms: at each point they are positive multiples of one another, so their weighted sum cannot vanish. Finally, a nowhere-zero top form declares positive exactly when . These constructions are inverse at the level of orientations.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 318 3 b Solution 2026-09-25
Write the interpolating spline asThe interpolation equations are , where , soThe B-splines are nonnegative and form a partition of unity on the spline interval. ConsequentlyTaking the supremum over and then over proves the operator norm bound
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 115 2 a Solution Created 2026-09-24 Updated 2026-10-03
The wedge product of differential forms is the alternating tensor productFor nonzero , choose a volume form . There is a nonzero vector with . Extend to a basis and use its dual coframe; then is a scalar multiple of , hence equals . The zero form is immediate.
To integrate a top form on a compact oriented -manifold, choose a finite oriented atlas and a subordinate partition of unity; integrate each compactly supported coordinate expression and sum. A smooth map pulls forms back byIf for a nowhere-zero top form, preserves its orientation. The change-of-variables theorem gives
A continuous map from a smooth manifold to can be approximated by a smooth map with any prescribed positive continuous pointwise error bound. In coordinate charts, smoothing by local convolution and then combining with a smooth partition of unity gives the approximation. On a compact subset of an open chart domain, a smooth cutoff allows the resulting straight-line homotopy to be supported in that domain. This permits the Sard theorem to be used after approximation; the original continuous map can be space-filling and need not omit a point.
Smooth classification of complex line bundles on the complex projective line Created 2026-09-28 Updated 2026-10-05
Every smooth complex line bundle on is isomorphic to exactly one twisting bundle . Trivializing on the two standard affine charts leaves a transition function on ; its winding number determines , and a partition of unity removes the zero-winding factor.
Smooth cutoff function Created 2026-09-28 Updated 2026-10-06
A smooth cutoff function is a smooth function used to localize an argument, typically equal to one on one region and zero outside a slightly larger region. Such functions can be built from bump functions and smooth partitions of unity.
Sobolev interpolation inequality 2026-10-14
For and , the displayed estimate holds on Euclidean space and a torus with the Fourier definition of the Sobolev norm. In the squared norm, write the weighted squared Fourier coefficient as the product of its weight- value to the power and its weight- value to the power . Holder inequality then proves the estimate. On a compact manifold, a finite coordinate cover and a partition of unity give the same estimate up to a constant. Young inequality implies the useful absorption form for nonnegative .
Support of a distribution Created 2026-10-05 Updated 2026-10-14
The support of a distribution is the complement of the largest open set on which its pairing vanishes for every supported test function. A partition of unity shows that the union of such open sets still has this vanishing property. For example, the Dirac delta distribution and all its derivatives have support .
Nonnegative tensor-product surface basis factors yield nonnegative product weights. Their two partition of unity sums multiply to one. If the factors are and , mixed derivatives through separate orders are continuous, so the resulting finite or locally finite surface representation is jointly . Control coefficients can cancel derivative jumps and yield more smoothness; inherited continuity is a guaranteed lower bound, not a claim that every surface has exactly the basis's worst regularity.
Tensor-product surface basis 2026-10-14
Products of two univariate bases form a surface basis. Nonnegativity, partition of unity and coordinate-wise linear precision pass to the products by multiplication of the respective univariate identities. If the factors are and , each mixed derivative through orders is the product of the corresponding derivatives, giving continuous mixed derivatives and joint regularity.
Triangular Bézier patch 2026-10-14
For nonnegative barycentric parameters, these total-degree Bernstein basis functions define a surface over a triangle. The triangular control net has points. Its index constraint couples the three exponents, so it is not a tensor product of two independent univariate bases. The multinomial theorem gives nonnegativity and partition of unity.