A bounded linear operator between Banach spaces is a weakly compact operator exactly when its second adjoint takes values in the canonical copy of inside . The Goldstine theorem proves necessity; the Banach-Alaoglu theorem, continuity of the second adjoint, and the Mazur theorem prove sufficiency.
Closed unit ball 2026-10-06
The closed unit ball of a normed vector space is the set of vectors of norm at most one. In a continuous dual space it is compact in the weak-star topology by the Banach-Alaoglu theorem.
Compact Korovkin test space Created 2026-10-06 Updated 2026-10-14
Let be a compact Hausdorff space. A test subspace containing a strictly positive function is sufficient for uniform convergence of positive linear operators on continuous functions if, for each , the only positive linear functional agreeing with point evaluation on is that evaluation itself. By the Riesz-Markov-Kakutani representation theorem, this is uniqueness of the positive measure with the prescribed moments. Boundedness from the positive test function and the Banach-Alaoglu theorem prove the assertion by compactness. When , nonnegative tests with a unique zero at each prescribed give a convenient sufficient condition.
Concentration prevents weak compactness in L1 Created 2026-10-14 Updated 2026-10-25
The nonnegative Lp space functions have norm one. Any weak limit tested against indicators supported outside the origin must vanish almost everywhere. Testing against the constant bounded function one would nevertheless require integral one. This contradiction applies to every subnet whose indices tend to infinity, so the unit ball is not weakly compact. The abstract Banach-Alaoglu theorem remains valid: weak compactness of the unit ball is a different assertion from weak-star compactness of a dual ball.
A bounded holomorphic function on the unit disc has finite nontangential limits almost everywhere on its boundary. To outline a proof, bounded real and imaginary harmonic parts have boundary representations: apply the Banach-Alaoglu theorem to their circular traces and pass to the limit in the Poisson integral on the unit disk. Almost every boundary point is a Lebesgue point. The fact that a Poisson integral converges nontangentially at Lebesgue points gives the desired limits. Their norm equals the interior supremum norm, and the Poisson integral recovers the original function. Exceptional points can lack even radial limits; is a bounded example at the boundary point one.
Isometric evaluation embedding into continuous functions on a compact dual ball Created 2026-10-05 Updated 2026-10-14
For a normed vector space , take with the weak-star topology. Banach-Alaoglu theorem makes it compact Hausdorff, and each displayed evaluation function is continuous. Its supremum norm is by the Hahn-Banach theorem, giving a linear isometric embedding into .
For a commutative complex unital Banach algebra, maximal ideals correspond bijectively to characters of an algebra by taking kernels. Give the maximal ideal space the Gelfand topology through this correspondence. It is a compact Hausdorff space, since the characters form a weak-star closed subset of the dual unit ball, which is compact by the Banach-Alaoglu theorem.
The weak-star topology on is the coarsest topology making every evaluation continuous. Finite intersections of evaluation inequalities form a neighborhood basis. Distinct functionals differ on some , so disjoint disks around their evaluation values give disjoint neighborhoods; thus the topology is Hausdorff. The Banach-Alaoglu theorem states that the closed unit ball of is compact in this topology.
If is weak-star continuous, some and make whenever for every . If all evaluations vanish, every scalar multiple of lies in this neighborhood, forcing . Thus vanishes on the kernel of the map . It factors linearly through the finite-dimensional range of . Extending that factor algebraically to gives scalars withConsequently for .
For the two induced topologies, let be the common norm-closed unit ball and write . Under either topology is compact by Banach-Alaoglu, and the ambient space is Hausdorff. If the two topologies are comparable, the identity map from with the finer topology to with the coarser one is a continuous bijection from a compact space to a Hausdorff space. Such a map is a homeomorphism, since it carries closed compact sets to closed sets. Thus in the comparable case the topologies agree on , giving alternative (a).
The weak topology on is the coarsest topology making every continuous. The weak-star topology on is the coarsest making every evaluation , , continuous. In each case basic neighborhoods impose finitely many evaluation inequalities. The Banach-Alaoglu theorem states that the closed unit ball of a dual space is compact for its weak-star topology. The separation theorem needed here says: if is a nonempty weak-star compact convex subset of a dual space and , then some strictly separates them,The real-part convention covers complex spaces; for real spaces omit it.
Let be the weak-star closure of inside . This is compact by Banach-Alaoglu, convex, and nonempty. If , separation in the dual pair gives withBut , a contradiction. Therefore , proving the required Goldstine theorem density.
If is reflexive, identifies its weak topology with the weak-star topology of and carries onto , so Banach-Alaoglu gives weak compactness. Conversely, if is weakly compact, its image is weak-star compact, hence closed in the Hausdorff bidual topology. Density then forces . Scaling gives surjectivity on the entire bidual. Thus
The weak topology is the coarsest topology making every continuous. Its basic neighbourhoods impose finitely many inequalities . The weak-star topology is the coarsest topology making each evaluation continuous, for .
The canonical embedding into the bidual isIt is linear and . For , the Hahn-Banach theorem supplies a norming functional with and , proving equality. Thus is an isometric embedding. The coordinates defining the weak-star topology on , restricted to , are precisely for . These are exactly the coordinates defining the weak topology on , so is also a topological embedding for these topologies.
A normed vector space is a reflexive space if is onto . Such a space is automatically a Banach space, since it is isometric to the complete continuous dual space . The Banach-Alaoglu theorem states that the closed unit ball of a continuous dual space is compact for its weak-star topology. The Goldstine theorem states that is dense in the weak-star topology in . ConsequentlyIf is onto, its weak-to-weak-star homeomorphism carries onto the Banach-Alaoglu theorem's compact ball . Conversely, if is weakly compact, is compact and hence closed in the Hausdorff weak-star topology. Its density from the Goldstine theorem makes it all of , and scaling gives surjectivity of .
Now suppose is separable and nonzero. Choose a countable dense set in its unit sphere and, using the Hahn-Banach theorem, choose norming functionals with and . These continuous linear functionals separate points: for , choose to get . DefineThe series converges uniformly, separates distinct points, and obeys the triangle inequality because . Thus is a metric. Its topology is coarser than the weak topology: a finite set of coordinate controls makes the finite initial sum small, while the remaining sum is at most . On a weakly compact set , the identity is therefore a continuous bijection from a compact space into a Hausdorff space, hence a homeomorphism. This proves that is metrizable in its weak topology, an instance of countable separating family metrizes a weakly compact set.
If is also a reflexive space, its closed unit ball is weakly compact and therefore metrizable by this construction. Compactness in a metric space implies sequential compactness, so every sequence in has a weakly convergent subsequence. Scaling proves the claim for every bounded sequence.
For the converse, assume every bounded sequence in has a weakly convergent subsequence. Use the same metric on . A weak limit of points of remains in : for every , and the Hahn-Banach theorem recovers . Thus every sequence in has a subsequence convergent in to a point of , so is sequentially compact and hence compact.
We must still recover the entire weak topology, rather than just the selected coordinates. Suppose in but not weakly. There is a neighbourhood in the weak topology of and a subsequence outside . By hypothesis that subsequence has a further subsequence converging weakly to . It then converges in to , so uniqueness of metric limits gives , contradicting eventual membership in . Hence convergence in implies weak convergence. Every is therefore sequentially continuous on and hence continuous, since the domain is a metric space. The weak topology and -topology on coincide. The ball is weakly compact, so the criterion above provesThe zero space satisfies all statements directly. The converse did not assume completeness, nor use the full Eberlein-Šmulian theorem.
A unital C-star algebra is a complex Banach algebra with a multiplicative identity and a conjugate-linear involution satisfying and the C-star identity . A C-star isomorphism is a bijective complex-linear map preserving products and the involution. It carries to and is automatically isometric.
For a commutative unital C-star algebra, let be its maximal ideal space, equivalently the space of Gelfand characters, with the weak-star topology. A Gelfand character has and . The equations and define a closed in the weak-star topology subset of the dual unit ball. The Banach-Alaoglu theorem makes a compact Hausdorff space. Maximal ideals give characters by the Gelfand-Mazur theorem, and the Banach algebra spectrum satisfies .
The Gelfand transform is . It preserves products, constants and the involution; the latter uses the fact that characters of a C-star algebra respect the involution. Every element of a commutative C-star algebra is normal, so the C-star identity and the spectral radius formula giveThus its image is a closed self-adjoint subalgebra of , contains the constants, and separates characters. The complex Stone-Weierstrass theorem makes that image dense and therefore all of . This is the Commutative Gelfand--Naimark theorem.
For the convergent sequence space , coordinatewise multiplication satisfies , and coordinatewise complex conjugation is an involution. The constant sequence is the identity, andIt is complete: a uniform limit of convergent sequences is convergent, so is a closed linear subspace of the Banach space . Hence it is a commutative unital C-star algebra.
TakeEvery finite point is isolated, and the neighbourhoods of contain all but finitely many integers. This is a compact Hausdorff space: an open cover has a set containing , leaving only finitely many points to cover. DefineContinuity at is exactly convergence of the sequence. Thus is onto , and pointwise operations show it is a C-star isomorphism with . Explicitly, these are all Gelfand characters: each is or and at most one is . If , multiplication by gives . If all vanish, density of finitely supported sequences in l-p in gives , so .
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 7 3 Solution Created 2026-10-03 Updated 2026-10-14
A C-star algebra is a complex Banach algebra with a conjugate-linear involution satisfying and . The inequality , and then the same inequality for , show that the involution is isometric. In a nonzero unital C-star algebra, the identity has norm one.
For a Hermitian algebra element , the exponential is unitary for real and has norm one. If , then : factoring with entire proves this, since the evaluated factors commute. Hence for all positive and negative , forcing . Thus Hermitian algebra elements have real Banach algebra spectrum.
For a normal C-star element , commutation of givesThe middle equality of norms uses the C-star identity on the Hermitian algebra element . Iterating along powers and applying the spectral radius formula proves .
Now suppose is commutative and unital. Every maximal ideal is closed: if it were dense, it would contain an element within distance less than one of the identity, hence an invertible element by the Neumann series, which is impossible for a proper ideal. Its quotient is a complex Banach division algebra and is therefore by the Gelfand-Mazur theorem. Maximal ideals thus give characters. Conversely, every character satisfies , because applying it to an inverse of would give a contradiction. Characters are consequently contractive. The converse spectral inclusion follows by placing the proper ideal generated by in a maximal ideal. We have provedThe character space is a weak-star closed subset of the dual unit ball, characterized by and . The Banach-Alaoglu theorem makes it compact Hausdorff. Define the Gelfand transform by . For Hermitian , its values are real; writing with both terms Hermitian shows . In the commutative algebra every element is normal, soThe transform is therefore an isometric unital star-homomorphism and has closed range in . Its range separates characters by their definition and is closed under complex conjugation. The complex Stone-Weierstrass theorem makes that range dense, hence equal to . This proves the Commutative Gelfand--Naimark theorem:For a nonunital C-star algebra, its C-star unitization can be constructed without assuming an operator representation on a Hilbert space. Represent by left multiplication on itself, which is isometric because testing on gives . Adjoin the identity operator and set . For and , the C-star identity in gives . Consequently . Applying this also to proves that the new involution is isometric and that its C-star identity holds. The extension by the identity is complete, since the isometric image of is closed and one adjoins just one dimension. Apply the unital result to a commutative ; the character given by has kernel . Under the isomorphism, this kernel consists of the continuous functions vanishing at . Thus in the nonunital case, with locally compact character space .
For a Hermitian in a possibly noncommutative algebra, apply this result to the commutative unital C-star subalgebra in the unitization. Its Banach algebra spectrum at equals the ambient Banach algebra spectrum: both Banach algebra spectra are real, the complement of the ambient compact real Banach algebra spectrum is connected, and the resolvent-component result of Question 1 retains that whole complement in the smaller algebra. Characters of this subalgebra are determined by their values at , so its character space is homeomorphic to . We obtain the continuous functional calculus .
Interpret here as . If , apply this calculus to , obtaining a Hermitian with . In a nonunital algebra this element remains in because the defining scalar function vanishes at zero. Conversely, if with , spectral mapping theorem and the real Banach algebra spectrum of give . Hence nonnegative Banach algebra spectrum is equivalent to being the square of a Hermitian algebra element. A strict-positive interpretation would exclude , and would not be equivalent to the assertion about an arbitrary Hermitian square.
Finally, use the two continuous real functions and on . Their calculus values are Hermitian, belong to also in the nonunital case, and satisfy
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 10 3 Solution Created 2026-10-03 Updated 2026-10-14
For Banach spaces and , define the weak -norm of a finite family byA bounded linear operator is an absolutely p-summing operator if for every finite family. The least constant is .
The Pietsch factorization theorem states that such an operator admits a probability measure on with its weak-star topology such thatEquivalently, let be the evaluation embedding and the natural map. There is a bounded linear operator , where , such that and . Conversely, any such factorization makes an absolutely p-summing operator, with . The final operator is required on this closed subspace ; no extension to all of is assumed.
Here is the existence proof. If the conclusion is immediate. Otherwise write . The Banach-Alaoglu theorem makes compact, and is continuous for each . For finitely many vectors , putWe claim the compact convex hull of meets . If it did not, finite-dimensional Hahn-Banach separation theorem would give weights withThe weights are nonnegative because the second convex set is unbounded in every positive coordinate direction. This strict inequality contradicts the defining summing inequality applied to . Thus a finite convex combination of the vectors lies coordinatewise above . Equivalently, a finitely supported probability measure satisfies all these finitely many domination constraints.
By the Riesz-Markov-Kakutani representation theorem, probability measures on compact are the positive norm-one functionals on taking the constant function to one. They form a compact set in the weak-star topology, by the Banach-Alaoglu theorem. Each domination constraint is closed. The finite feasibility just proved gives the finite intersection property, hence one measure satisfies every constraint.
Define . The domination inequality makes this well-defined and bounded by , and completeness of extends it to . Conversely, any factorization satisfiesThis proves both directions of the Pietsch factorization theorem, including the optimal factorization norm.
For the multiplication operator, let and take . Point evaluations are norm-one linear functionals on , soThus is an absolutely p-summing operator and . Taking the single function gives the reverse inequality, soFor , the explicit domination measure on is , pushed into by . For everything is zero; no essential boundedness of is needed.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 11 3 Solution Created 2026-10-03 Updated 2026-10-14
Let be locally compact, Abelian and Hausdorff, and fix a Haar measure. Write and use convolutionThe L1 group algebra is a commutative Banach algebra. Here a group character means a continuous homomorphism , not the trace of an arbitrary group representation. A Gelfand character is a nonzero multiplicative complex-linear functional on the convolution algebra. We use the conventionWith the alternative standard Fourier convention involving , one simply conjugates every group character in this identification.
For such , the functional is bounded by , and Fubini's theorem, the substitution , and the homomorphism law giveIt is nonzero: if is nonzero in , then has .
Conversely let be an algebra character. It is automatically bounded, with . Indeed, extend it to the unitization by . If , the Neumann series makes invertible, whereas its character value is zero, contradicting multiplicativity of an invertible element and its inverse.
Choose with and put . Commutativity of the group gives ; applying yieldsThus the ratio is independent of the chosen . Applying the relation successively to gives , and . In particular it never vanishes.
The translation map is continuous in . For , translated supports near a fixed lie in one compact set; continuity on that set and a finite cover give uniform convergence of the translated values, hence convergence because the compact set has finite Haar measure. For general , approximate by and use . Therefore is continuous. For all integers ,Positive powers exclude modulus greater than one; negative powers exclude modulus less than one. Hence .
Finally, the -valued convolution formula and boundedness of giveCancel to obtain the displayed formula for every . Different characters give different functionals: if their continuous difference is nonzero at a point, integration against a suitably phased compactly supported test function in a small neighbourhood detects that difference. Thus the correspondence is bijective.
It also identifies the character space of an Abelian L1 group algebra topologically with the Pontryagin dual group. For a net converging uniformly on compact subsets in , convergence of the functionals follows first for compactly supported , then for all functions using the common norm bound one. Conversely suppose the functionals converge in the Gelfand topology. Choose whose limiting character value is nonzero; its values are eventually bounded away from zero. For compact , the set is compact in . Convergence of uniformly bounded linear functionals is uniform on this compact set: a finite norm-net reduces it to convergence at finitely many functions, with the common bound controlling the approximation error. The ratio formula then gives uniform convergence of the group characters on . This proves equality with the compact-open topology, without assuming first countability of .
For later use, these transforms form a self-adjoint subalgebra dense in . The set of algebra characters together with the zero functional is weak-star compact by Banach-Alaoglu theorem and the closed multiplicativity equations. Removing zero gives a locally compact Hausdorff character space; each evaluation vanishes at infinity, since its modulus-at-least- set is compact and avoids zero. Transforms separate characters, and none vanishes identically at a given character. They are closed under conjugation because satisfies . The locally compact Stone-Weierstrass theorem therefore gives the claimed density.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 6 5 Solution Created 2026-10-03 Updated 2026-10-14
A C-star algebra is a complex Banach algebra with an antilinear algebra involution satisfying , and the C-star identity . First take a nonzero unital algebra. Its identity has norm one, since . Alsoand exchanging proves . Thus the algebra involution is continuous. An element is a Hermitian C-star element, and an element satisfying is a normal C-star element.
We establish the spectral facts needed for the representation, to avoid assuming the conclusion. For a Hermitian C-star element , the Banach algebra exponential is unitary: taking adjoints of its absolutely convergent series gives , and multiplication gives . Hence . If , then . Indeed, the entire factorizationcan be evaluated by its convergent power series at . If the resulting product were invertible, its commuting factors would make invertible, a contradiction. The spectral bound therefore gives for every real . Both signs of force . Thus Hermitian elements have real spectrum.
For completeness, the spectral radius formula needed below follows from the same resolvent theory. Submultiplicativity givesFor the existence of the limit, write with and bound ; this bounds the upper limit by every th root, while the infimum bounds the lower limit. If a power vanishes, the conclusion follows directly. For , the resolvent series converges by the root test, so . Conversely, for any , contour integration of the resolvent givesAt a larger circle this follows by termwise integration of the Neumann series; deformation to radius is justified by norm analyticity and scalar Cauchy theory as in Question 4. Therefore , so . Letting proves .
For a normal C-star element , its adjoint commutes with it. The C-star identity giveswhere the middle norm equality uses the identity for the Hermitian element . Every power is again normal, so . The spectral-radius formula yieldsThis derives the spectral radius norm equality for normal elements from the axioms.
Now let be commutative and unital. Its character space of an algebra is compact Hausdorff in the weak-star topology. Every algebra character has norm at most one by the argument in Question 4, and this space is the weak-star closed subset of the dual unit ball defined by and . Compactness follows from the Banach-Alaoglu theorem; weak-star separation makes it Hausdorff.
We also need the full character-spectrum correspondence, not just one inclusion. Every proper ideal is contained in a maximal ideal. Such a maximal ideal is closed: if its closure contained one, it would contain an element within norm distance less than one of the identity, which is invertible by the Neumann series, contradicting properness. Its closure is therefore proper and maximality gives equality. The quotient is a complex Banach division algebra. By nonemptiness of its spectrum, every quotient element has some for which is noninvertible; in a division algebra this means . Thus the quotient is the scalars, proving the needed Gelfand-Mazur theorem conclusion directly and producing a algebra character with kernel .
If is noninvertible, the ideal it generates is proper, since commutativity would otherwise supply its inverse. A containing maximal ideal therefore supplies a algebra character with . The converse inclusion was already proved. HenceThe Gelfand transform , , is a unital algebra homomorphism into . If , the reality of its spectrum makes real. Writing with Hermitian C-star elements gives . Thus the transform respects the algebra involution. Every element of a commutative C-star algebra is normal, and thereforeIt is a linear isometry, hence injective and with closed image because is complete. The image contains constants, separates algebra characters by their definition, and is closed under complex conjugation. The complex Stone-Weierstrass theorem makes that image dense in , and closedness makes it all of that space. We have proved the Commutative Gelfand--Naimark theorem:These steps show exactly how completeness, the algebra involution and the C-star norm identity enter the theorem. A general Banach algebra need not have an injective or norm-preserving Gelfand transform.
The general commutative theorem also has a nonunital form. Here is an elementary construction of the necessary C-star unitization, without assuming the representation theorem. Left multiplication on is isometric in operator norm: the upper bound is submultiplicativity, and testing on proves the reverse bound for nonzero . If is nonunital, adjoin the identity operator to the closed algebra inside the bounded operators on the Banach space . The sum is closed, since it is a finite-dimensional extension of a closed subspace, and . A left identity in a C-star algebra would, by taking adjoints, give a right identity; the two coincide, so would contradict nonunitality.
For the formal element , define its algebra involution by and norm by . For every ,Taking suprema over the unit ball and using submultiplicativity gives . Apply the same inequalities to to obtain and then the C-star identity. This is the C-star unitization by left multiplication. The original algebra is a closed ideal in it.
For commutative nonunital , apply the proved unital theorem to . The scalar quotient algebra character identifies with the continuous functions on that vanish at . Removing this one algebra character gives a locally compact Hausdorff space; those functions are exactly its continuous functions vanishing at infinity. Restriction and extension of nonzero algebra characters identify this space with : a algebra character extends uniquely by , and every algebra character other than restricts nontrivially. Thus the full nonunital conclusion is .
Return to a normal C-star element in a unital C-star algebra, possibly noncommutative. Let , the closed unital star algebra generated by and . It is commutative because the two generators commute. We first prove the spectral permanence for C-star algebras needed to use the ambient spectrum rather than a potentially larger subalgebra spectrum.
If , both its ambient and subalgebra spectra are real. The complement of the compact real set is connected. Within this complement, the set of for which is nonempty by the large-parameter Neumann series; it is open by a local inverse series in and closed by continuous inversion in and closedness of . It is therefore the entire complement, proving . If a general is invertible in , then and are invertible Hermitian elements, whose inverses lie in . The elements and give a left and a right inverse for inside , and these inverses coincide. Applying this to every proves for all .
By the proved commutative theorem, . The mapis onto by the character-spectrum correspondence and spectral permanence. It is injective because algebra characters respect adjoints and are determined by their values on the star polynomials in one normal element, which are dense in . It is a continuous bijection from a compact space to a Hausdorff space, hence a homeomorphism. Consequently the inverse Gelfand transform, under this identification, suppliesIt is a continuous unital star homomorphism and a linear isometry. Its image is exactly . If another such map sends to , it sends to and agrees on every polynomial in . These functions contain constants, separate points of the compact spectrum and are closed under conjugation; Stone-Weierstrass gives their uniform density. Continuity proves uniqueness on all of . This is the requested continuous functional calculus, including its isometry and image assertion.
Two conventions in the printed statement need to be made explicit. A unital map into requires to have an identity. If nonunital C-star algebras are allowed, for example , the asserted unital map into does not exist in general; the unital construction instead has target . Also the image above is the closed unital star algebra , not necessarily the smallest nonunital algebra generated by . For in , the former is and the latter is . Thus the intended assertion is correct if “generated” includes the identity; without that convention, this is a counterexample. The distinction is the unital versus nonunital generation by a normal element.
For a nonunital , take in and construct the unital calculus there. The scalar quotient algebra character sends to zero, so it sends to . Functions with therefore give elements of . They are isometrically identified with by restriction and zero extension. Approximating them by star polynomials and subtracting the constant value at zero proves that their image is exactly , with no identity adjoined. This proves the nonunital continuous functional calculus as well as specifying the corrected form of the original claim.
We finish with the positive-square-root theorem, giving a proof that even allows to be nonnormal. Define a positive element spectrally as a Hermitian element with spectrum in . The calculus of a Hermitian element shows its square is positive. Positivity is closed under sums: for positive , let . The calculus gives and the analogous bound for , hence . Since has real spectrum, the spectral norm bound forces it into . The cone is proper: an element positive and negative has spectrum in and therefore norm zero.
To establish positivity of an arbitrary adjoint product, put . Let by the continuous calculus of , and let , where the square root of the already positive is supplied by that same scalar calculus. Multiplicativity givesThus has nonpositive spectrum. The nonzero spectra of and agree: for general products and , direct multiplication verifieswhenever the inverse on the right exists, and the converse follows on exchanging . Hence is also nonpositive. Write with Hermitian C-star elements . Thenis positive, as a sum of Hermitian squares, and nonpositive, as a sum of the two nonpositive elements. Properness makes it zero. Therefore is both positive and nonpositive, hence zero. The C-star identity gives , and then implies . Thus is positive. This proof does not use positivity of adjoint products in establishing an earlier step.
Apply the continuous calculus of to on its nonnegative compact spectrum. It gives a positive Hermitian C-star elementFor the originally normal , the equivalent direct formula is . In a nonunital algebra, the unitized construction still lands in , because the square-root function is zero at zero.
For uniqueness, suppose has nonnegative spectrum and . It commutes with , and hence with , which is a norm limit of polynomials in . The unital C-star algebra generated by is therefore commutative. Its Gelfand transform, together with spectral permanence, gives two nonnegative continuous functions whose squares are equal. Pointwise uniqueness of the nonnegative real square root makes the functions equal, and injectivity of the transform gives . This proves the positive square root in a C-star algebra in full, without an unwarranted cancellation by when zero lies in its spectrum. In the notation , zero must be included here: a noninvertible , in particular , need not have a strictly positive square root.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 9 3 Solution Created 2026-10-03 Updated 2026-10-14
A nontangential limit at restricts approach to a fixed Stolz region , where . Radial approach is a special case. The Fatou theorem for bounded holomorphic functions says that every in H-infinity space has a finite boundary value for almost every , with convergence through every fixed Stolz region and almost everywhere.
Here is a proof outline. Write with bounded real harmonic functions . Take a sequence . The bounded functions have a subsequence converging in the weak-star topology of by the Banach-Alaoglu theorem and weak-star metrizability of the dual ball; its predual is separable. Denote the limit by . For , the Poisson integral on the unit disk givesThe Poisson kernels converge uniformly for this fixed interior point and the boundary functions stay uniformly bounded, so the weak-star topology permits passage to the limit:Repeat for , obtaining . Thus is the Poisson integral of .
The Lebesgue differentiation theorem makes almost every boundary point a Lebesgue point of and . The lemma that a Poisson integral converges nontangentially at Lebesgue points then gives in every fixed Stolz region. To see why, put and let be the shorter angular distance. In the kernel satisfiesSplit the circle into a central arc of radius comparable to and annuli with radii . For a Lebesgue point, averages of on sufficiently small arcs are arbitrarily small. The annular contributions are bounded by these averages times a summable geometric sequence . On the remaining fixed distant arc the kernel is , so its contribution vanishes. This proves the claimed nontangential limit. The same Lebesgue points work for every integer aperture , hence for all finite apertures.
These boundary values recover the interior by the Poisson integral, so they determine uniquely. They satisfy : one inequality follows by taking limits of the bounded interior values, and the other from positivity and unit integral of the Poisson kernel. The dominated convergence theorem also gives in every finite norm. Its negative Fourier coefficients vanish, because the Taylor series of has only nonnegative powers. This explains the boundary realization of analytic Hardy spaces.
The exceptional set cannot generally be removed. For example, is bounded and holomorphic on the unit disc, using the holomorphic logarithm on the right half-plane: lies between and . At the boundary point one its radial values oscillate without a limit. Nor does the theorem assert convergence along arbitrary tangential paths or a continuous boundary extension. Its strength is almost-everywhere control on every fixed approach cone.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 6 2 i Solution Created 2026-10-03 Updated 2026-10-14
The Tychonoff theorem states that an arbitrary product of compact spaces, with the product topology, is compact; no Hausdorff hypothesis is necessary. We prove it using Zorn's lemma and the axiom of choice.
First, every proper filter on a set extends to an ultrafilter. Order its proper extensions by inclusion. The union of a chain is again a proper filter: any finite collection of its members occurs in one member of the chain, and the empty set occurs in none. Zorn's lemma gives a maximal proper filter . If , adjoining must destroy properness, so some has , and hence . This proves the decision property of an ultrafilter.
Next prove the ultrafilter characterization of compactness. In a compact space the closed sets , for , have the finite intersection property, so their intersection contains a point . Every open neighbourhood of belongs to : otherwise its closed complement belongs to and contains , a contradiction. Thus the ultrafilter converges to . Conversely, if an open cover has no finite subcover, the closed complements have the finite intersection property and generate a proper filter. Extend it to an ultrafilter. A limit point lies in some member of the cover, so both and its complement would belong to the ultrafilter. This is impossible. These arguments also prove the closed-set form of compactness directly by taking complements.
Now let . If a factor is empty, the product is empty and compact. Otherwise the axiom of choice makes nonempty. For an ultrafilter on , its coordinate imageis an ultrafilter. Compactness of supplies at least one limit ; use the axiom of choice to choose one for every . A basic open neighbourhood of restricts finitely many coordinates. Each corresponding inverse image belongs to , so their finite intersection also does. Hence converges to in the product topology. The ultrafilter criterion proves the theorem. The explicit choices and the maximal-filter argument are exactly the places where choice enters.
The Banach-Alaoglu theorem states that the closed unit ball of the continuous dual space of a real or complex normed vector space is compact in the weak-star topology . Completeness of is not required.
For each , let , a compact scalar disk or interval. By the Tychonoff theorem, is compact. Inside , impose the equationsEach equation defines a closed subset, since it concerns continuous coordinate projections into a Hausdorff scalar field. Their intersection is therefore compact. A point in defines a linear functional , and the coordinate bounds give . Conversely, every with gives such a point. Thus is exactly the image of the dual unit ball under . The induced product topology is precisely pointwise convergence on , which is the weak-star topology. This proves
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 7 1 Solution Created 2026-10-03 Updated 2026-10-14
A harmonic function on is a twice continuously differentiable function satisfying there. For complex-valued functions this means that both its real part and its imaginary part are harmonic functions. The mean value property for harmonic functions characterizes harmonicity: a continuous function is harmonic exactly when its value at each point equals its average over every sphere, or equivalently every ball, whose closed ball lies in . In the forward direction, the derivative of the spherical average vanishes by the divergence theorem. Conversely, radial smoothing leaves a continuous function with the mean value property unchanged locally; it is therefore smooth. Expanding its small-ball average gives in dimension , and hence .
Write and for the volume of the unit ball in . We first obtain a pointwise estimate directly from the mean value property for harmonic functions, before using any boundary representation. For the ball of radius centered at ,Thus every upward shift of is a bounded harmonic function, with a continuous bounded boundary value.
The required map is the Poisson integralThe Poisson kernel for the upper half-space is positive, has integral one, and is harmonic as a function of . Its normalization follows by polar coordinates and , which reduces the radial integral to ; direct differentiation gives . Differentiation under the integral on compact subsets proves that is a harmonic function. Tonelli theorem givesHere the total variation norm of a measure is the norm on finite signed or complex Borel measures.
The Poisson kernel for the upper half-space is an approximate identity: for , uniformly. Indeed, uniform continuity controls translations smaller than a fixed radius, and the kernel mass outside that radius tends to zero. ConsequentlyThe dual characterization of the total variation norm of a measure, as the supremum over of supremum norm at most one, now gives the reverse inequality . Thus is a linear isometry and is injective.
For surjectivity, fix and put . Bounded harmonic uniqueness in the upper half-space givesTo justify this uniqueness, subtract the Poisson integral of the bounded continuous boundary value from the upward-shifted harmonic function. Their difference is bounded and harmonic and has zero continuous boundary values. Its odd reflection across the boundary is an entire bounded harmonic function; the reflection is harmonic across the flat boundary by harmonic odd reflection across a hyperplane. The Liouville theorem for harmonic functions makes it constant, and oddness makes it zero. The initial pointwise estimate supplies the boundedness needed here. To see the reflection locally, take a ball centered on the hyperplane and extend the boundary data on its upper hemisphere oddly to its lower hemisphere. The harmonic solution on this ball is odd and zero on its equatorial disk. The maximum principle for harmonic functions identifies it with the given difference on the upper half-ball, proving that the reflected function is harmonic across the boundary.
Choose . The measures have total variation norm of a measure at most . By the Banach-Alaoglu theorem, and separability of , a subsequence converges in the weak-star topology to a finite measure with . For fixed and ,The kernels in this display belong to and converge uniformly to . The uniform measure norm bound therefore allows passage to the limit, giving . This proves the Poisson representation of harmonic h1 by finite measures, including onto-ness.
Finally , so the Poisson representation of harmonic h1 by finite measures improves the preliminary pointwise constant:The last occurrence of in the printed question is understood as the harmonic Hardy space of the upper half-space defined earlier in that question.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 11 3 Solution Created 2026-10-03 Updated 2026-10-14
The Rosenthal l1 theorem states that every bounded sequence in a real or complex Banach space has either a weakly Cauchy subsequence or a subsequence equivalent to the unit vector basis of . Equivalence means that there are such that for every finite scalar combination.
We use the infinite Ramsey result that every closed subset of is a Ramsey set of infinite subsets. It follows by taking complements in the open-set theorem proved in Question 6(a), and is also among the infinite Ramsey results permitted here.
Let be the closed span of the sequence and with its weak-star topology. It is compact by the Banach-Alaoglu theorem. The functions are continuous and uniformly bounded. Pointwise convergence of a subsequence on is precisely the weakly Cauchy conclusion.
Choose a countable collection of pairs of disjoint closed rational boxes in the scalar plane, or intervals for real scalars. Write for their centres, , and require their diameters to be at most some . Include arbitrarily small such boxes, so any two distinct scalar cluster points lie in the interiors of one such pair. For a fixed pair, say an infinite set oscillates if some has and each for infinitely many .
There are two possibilities. If at some pair and some infinite every infinite subset oscillates, retain them. Otherwise enumerate the box pairs and successively thin so that no point oscillates for the current pair. A diagonal subsequence is eventually in each refined set, so has no point oscillating for any pair. A bounded scalar sequence with two cluster points would oscillate for a pair of boxes enclosing those points. Hence every scalar evaluation on that subsequence converges, giving the weakly Cauchy alternative.
In the remaining case put and , closed subsets of . ConsiderThis is closed. If the infinite intersection is empty, compactness gives an empty finite intersection, and every infinite sequence with the same sufficiently long initial segment also has an empty intersection. The complement is therefore open. Apply closed-set Ramsey to obtain an infinite homogeneous for .
It cannot be homogeneous outside : the retained oscillation property provides a point visiting both level sets infinitely often on , from which we can select an alternating sequence belonging to . Thus every infinite subset of is in .
Pass to the even-indexed members . The pairs for are independent: every assignment of either or to finitely many chosen indices has a common point. Indeed insert zero or one unused members of before and between the specified indices to arrange their required odd or even positions, then complete to an infinite sequence. The gaps between even-indexed members supply these spare indices. Membership of that infinite sequence in supplies the point realizing the finite assignment.
Take any finite complex coefficients . Some unit scalar satisfiesbecause the average over the unit circle is exactly the right side. Put , choosing either sign at zero. Independence supplies functionals such that lies near and near when , with the assignments reversed when . ThusAlso . Since , we concludeThe coefficient is positive by the box choice, and boundedness of the original sequence gives the upper estimate. This proves the alternative over complex scalars. For real scalars simply partition by the signs of the coefficients; the same calculation works and gives the stronger lower constant . This completes the proof.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 6 6 Solution 2026-10-14
For the unheaded representation request, retain the question's standing unital hypothesis. Let be the character space of an algebra of , with its weak-star or Gelfand topology. The standard commutative Banach-algebra results allowed here give a nonempty compact Hausdorff character space and . In particular, character compactness follows from the Banach-Alaoglu theorem: the equations and define a weak-star closed subset of the dual unit ball.
The Gelfand transform is the unital homomorphismEvery element of the commutative C-star algebra is normal. Part i and the character spectrum formula therefore giveThus is an isometry, hence injective, and its range is closed because is complete. Part ii gives . The range contains constants and separates points of , since two distinct characters differ on some element of . The complex Stone-Weierstrass theorem states that a unital, conjugation-closed subalgebra of separating points of a compact Hausdorff space is uniformly dense. Its application here, together with closedness of the range, yieldsThis proves the Commutative Gelfand--Naimark theorem from the preceding parts and the stated approximation theorem.
The word “every” in the printed deduction must be read under the initial unital hypothesis. If nonunital commutative C-star algebras are included, the compact-space statement is false: the nonzero algebra has no multiplicative identity, whereas for nonempty compact does. The general nonunital version is on a locally compact Hausdorff space, with vanishing at infinity. This qualification preserves the proved unital result.
For the final real spectrum criterion for a normal C-star element, the ambient algebra may be noncommutative. Let be the norm-closed unital subalgebra generated by and . Normality makes these two generators commute. The involution preserves their polynomial algebra and is continuous, so is a commutative C-star subalgebra.
We first show that has the same spectrum in as in , without assuming spectral permanence. Put . A compact subset of the real axis has connected complement: upper and lower half-plane paths join around either end of a bounded interval containing it, and each omitted real point can be joined locally to the upper half-plane. DefineThis set is nonempty because the Neumann series puts the inverse in for . It is relatively open: from an inverse in , the local inverse formulastays in for small . It is relatively closed by continuity of the ambient resolvent and norm-closedness of . Connectedness gives . Conversely an inverse in is an inverse in , soThis is the connected-resolvent case of spectrum in a closed unital subalgebra.
Apply the just-proved commutative C-star representation to . For every character of , lies in this real spectrum. Part ii makes . The Gelfand transform of is injective by its isometry, soFor a nonunital ambient C-star algebra, perform the same argument in its standard C-star unitization, using the usual unitization spectrum.