Extreme points of the dual unit ball of C(K) 2026-10-05
For complex on a compact Hausdorff space, the extreme points of its dual unit ball are precisely unimodular multiples of Dirac measures. A measure whose variation measure has mass on two disjoint sets splits as a nontrivial convex combination of normalized restrictions and is not extreme. This description is the key to the Banach–Stone theorem.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 106 5 Solution Created 2026-10-03 Updated 2026-10-05
The Riesz-Markov-Kakutani representation theorem identifies the dual of the complex space of continuous functions on a compact space with finite regular complex Borel measures on : each bounded linear functional has a unique representationHere is the variation measure; positive functionals correspond exactly to positive regular measures. This is the measure representation theorem, rather than the Hilbert-space representation of a functional by a vector.
For the spectral construction use the convention that the Hilbert inner product is linear in its first argument. A unital subalgebra of is understood to contain : an algebra whose abstract identity is a smaller projection could not give a resolution normalized by . On a compact Hausdorff space, a resolution of the identity is understood to be a normalized regular projection-valued measure: its scalar measures are regular, its values are orthogonal projections, and it is countably additive in the strong operator topology. Regularity is part of the usual convention needed for the uniqueness assertion; the statement is interpreted in this sense.
The Commutative Gelfand--Naimark theorem makes the Gelfand transform an isometric unital star-isomorphism , where is compact Hausdorff. Denote its inverse by . For , the bounded linear functional has norm at most . Riesz-Markov-Kakutani gives a regular complex measure such thatUniqueness makes these measures sesquilinear in . For , the identity shows positivity, so is positive with total mass .
For every Borel set , the bounded sesquilinear form determines an operator by Hilbert-space Riesz representation theorem, withIn particular and is self-adjoint. We now verify the projection identity rather than assume it.
For continuous , uniqueness of the representing measure applied to continuous test functions givesThese identities imply . Testing once more against a continuous givesThe restriction of a finite regular Borel measure is still regular, so uniqueness in Riesz-Markov-Kakutani yields . Consequently, for any Borel ,Taking proves that is an orthogonal projection. Also and . For disjoint , these projections are orthogonal, and scalar countable additivity gives weak countable additivity. If , then is the projection of the remaining union andThus countable additivity holds in the strong operator topology. The scalar measures are the regular measures already constructed. This completes the scalar-measure construction of a projection-valued measure.
By the integral theorem permitted in the question, continuous satisfies , and hence . For , this proves the spectral theorem for a commutative operator algebra:Any other regular resolution giving these integrals has the same scalar integrals on all of ; Riesz-Markov-Kakutani uniqueness forces the same scalar measures and therefore the same projections on every Borel set.
For nonempty open , compact Hausdorff normality supplies a nonzero continuous function supported in . If , the stated squared-norm identity for spectral integrals gives , contradicting the isometry of . This proves the full support of a faithful spectral measure propertyFaithfulness of the representation is essential here.
The spectral theorem for normal operators says that a bounded normal operator on a nonzero complex Hilbert space has a unique regular projection-valued measure on such that . Its support is all of , and bounded Borel functions have the associated Borel functional calculus for a normal operator.
For the proof sketch, is commutative because commutes with ; polynomials in these two operators commute, as do their norm limits. The map , , is onto by the character of an algebra formula and spectral permanence for C-star algebras. It is one-to-one because a character of an algebra preserves the star operation and its values on determine it on their dense polynomial algebra. It is therefore a homeomorphism from compact to the Hausdorff spectrum. Transport the resolution just constructed through this homeomorphism. It gives the formula for and full support; conversely a regular resolution for gives the same integrals for polynomials in , hence by density the same continuous functional calculus and the same resolution. This argument works without separability of .
Finally choose disjoint nonempty relatively open sets around two distinct spectral points, and put . Full support gives and , while , so . The spectral integral, or multiplicativity of its Borel calculus with , gives and also . Thus is closed, nonzero and proper, and . The spectral projection gives a reducing subspace conclusion isIn fact it is a reducing subspace, since it is also invariant under .
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 106 3 b Solution Created 2026-10-03 Updated 2026-10-05
By the Riesz-Markov-Kakutani representation theorem, the continuous dual space of is isometrically the space of finite regular Borel measures, signed for real scalars and complex for complex scalars:Here is the variation measure, whose total mass is the total variation norm of a measure.
If in , evaluation at each gives . The Uniform boundedness principle also gives . For any , the dominated convergence theorem with respect to the finite positive measure yieldssince pointwise and . ThusThe same proof works for complex squares, because the absolute-value domination remains valid.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 106 3 c Solution Created 2026-10-03 Updated 2026-10-05
The Commutative Gelfand--Naimark theorem states that a complex commutative unital C-star algebra is isometrically star-isomorphic to through its Gelfand transform, with a compact Hausdorff space. The l-infinity sequence space is such an algebra under coordinatewise multiplication and conjugation, with the supremum norm. Thereforegives the required isometric isomorphism.
Uniqueness as a Banach space representation uses the Banach–Stone theorem, rather than just uniqueness as an algebra representation. To justify the relevant theorem, the Riesz-Markov-Kakutani representation theorem givesthe extreme points of the dual unit ball of C(K). A norm-one measure whose variation measure is not concentrated at one point splits into two normalized restrictions to disjoint sets of positive variation, and so is not extreme. Conversely, equality in the variation bound shows that any decomposition of into the average of two dual-unit-ball elements forces both to be : after removing the phase, the two measures must be positive and their average is concentrated at .
If is a surjective linear isometry, its dual map preserves these extreme points and their scalar orbits. Hence for a bijection and . Evaluating at gives the continuous function , whileshows that is continuous, since continuous functions determine the topology of a compact Hausdorff space. It is consequently a homeomorphism. Thus any other compact space representing is homeomorphic to this . The Banach–Stone theorem is also stated in Leonard Tomczak's notes on András Zsák's functional analysis lectures.
Embed by the evaluation characters . They are distinct because the coordinate indicator functions distinguish them. Moreover, , so every character has . If , thenand hence . It follows that is open in . Thus is a homeomorphism from the discrete natural numbers onto its image.
To prove density, suppose . The Urysohn lemma provides a nonzero vanishing on . Write . Then for all , so and , a contradiction. Every bounded function is an element of , and is its continuous extension to . Density makes this extension unique. ThereforeThis identifies with the Stone-Čech compactification of the natural numbers.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 106 4 Solution Created 2026-10-03 Updated 2026-10-05
The Mazur theorem states that the weak closure and norm closure of a convex set in a normed vector space coincide:Norm closure is contained in weak closure because the weak topology is coarser. Conversely, if , the Hahn-Banach separation theorem provides a continuous real linear functional strictly separating from that closed convex set. In a complex space this is the real part of a continuous complex linear functional. A weak neighborhood of then misses , so . This proves the equality. It also gives the usual Mazur lemma: if , then lies in the norm closure of the convex hull of each tail, so one can choose tail convex combinations with .
Now let be a weakly compact set in a normed space . Each is bounded on because it is weakly continuous. The family in , where is the canonical embedding into the bidual, is therefore pointwise bounded. The space is Banach even if is not. Apply the Uniform boundedness principle and use to obtainThis proves that a weakly compact set is norm bounded without assuming completeness of the original space.
For the real-valued dual and integral formulas that follow, take to be real, as in the PDF. In a complex space the norming formula uses real parts, and the integral identities use complex-valued functionals instead.
If the separable Banach space is nonzero, choose a norm-dense sequence in its unit sphere. By the Hahn-Banach theorem, choose with and . For any unit vector , arbitrarily close satisfyScaling gives the countable norming family identityFor use the constant sequence of zero functionals. If is norm-Borel measurable, every is measurable, so its countable supremum is measurable. Equivalently, this also follows directly from continuity of the norm.
For any , continuity makes measurable, andThus the assumed integrability of the norm implies scalar integrability, anddefines a bounded linear functional on . Use the granted weak-star continuity of . By the continuous dual of a weak-star topology, is evaluation at a vector of . Indeed, continuity gives finitely many and such that whenever for all . Scaling shows that vanishes on the common kernel of these evaluations. It therefore factors through their finite-dimensional coordinate map, so . The Hahn-Banach theorem makes this representing vector unique. HenceIn this separable setting the vector is the Bochner integral.
Return to a weakly compact set and its inclusion . For each fixed , the identity makes weakly Borel measurable. Norm balls are consequently weakly Borel measurable. Separability gives a countable base of such balls, so every norm-open set is weakly Borel measurable. This proves measurability of , and establishes the equality of the weak and norm Borel sigma-algebras in a separable Banach space.
Put . For every finite signed Borel measure on ,For positive measures this is the integral in the question. For signed measures, the correct integrability condition uses the variation measure; define the integral by taking the difference of the positive and negative integrals. The printed in this clause should be , the domain of the inclusion.
The Riesz-Markov-Kakutani representation theorem now defines the bounded linear mapFor each the restriction is in , andThe right side is weak-star continuous in . The defining property of the weak topology therefore proves that is weak-star-to-weak continuous, for arbitrary nets. For a Dirac measure, .
If , let be its regular probability measures. This is a weak-star closed subset of : its conditions are and for every nonnegative . It is compact by Banach-Alaoglu theorem. Thus is weakly compact and convex, and contains because it contains all . It is weakly closed, hence norm closed, so it contains . By Mazur theorem, is weakly closed. Therefore it is a closed subset of the weakly compact set , provingThe empty case is immediate. In fact : a barycenter of a measure on a Banach space outside would be strictly separated by a functional , contradicting .
Regular Borel measure 2026-10-05
A finite positive Borel measure on a compact Hausdorff space is regular when its values on Borel sets can be approximated from inside by compact sets and from outside by open sets. For signed or complex measures require this property of the variation measure. These are the measures representing the continuous dual space of in the Riesz-Markov-Kakutani representation theorem.
Signed measure 2026-10-05
A signed measure is a countably additive real-valued set function, allowing negative values. A finite signed measure has a variation measure, whose total mass is its total variation norm of a measure.
Total variation norm of a measure 2026-10-05
The total variation norm of a finite signed or complex measure is the total mass of its variation measure. Under the Riesz-Markov-Kakutani representation theorem, it equals the norm of the corresponding member of .