Continuous functional calculus Created 2026-10-05 Updated 2026-10-14
For a Normal element of a C-star algebra in a unital C-star algebra, the Commutative Gelfand--Naimark theorem identifies isometrically with the closed unital algebra generated by and . The coordinate function maps to , defining for every continuous on the spectrum of an element.
Integrated unitary representation 2026-10-14
For a strongly continuous unitary representation, integration against defines an operator satisfying . Fubini's theorem gives , and the group-algebra involution gives . On an Abelian group, the operator-norm closure is a commutative C-star algebra. Its algebra characters produce continuous unitary group characters, allowing the Commutative Gelfand--Naimark theorem and Riesz-Markov-Kakutani representation theorem to turn a positive vector functional into a finite spectral measure.
The complex dual numbers , with norm and involution , is a commutative unital Banach algebra with an isometric involution. Its sole character of an algebra kills , so the Gelfand transform is neither injective nor isometric. The C-star identity excludes this example and gives the Commutative Gelfand--Naimark theorem. Even preservation of the involution on characters can fail without that identity: on , the involution exchanges the two evaluation characters.
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 11 4 Solution Created 2026-10-03 Updated 2026-10-14
For a locally compact Hausdorff Abelian group , Bochner's theorem states that a continuous positive-definite function has a unique representationwhere is a finite Radon measure on the Pontryagin dual group. Conversely every such measure gives a continuous positive-definite function. Here positive definiteness means for all finite choices. The Abelian and continuity hypotheses are part of the theorem; the representation is not claimed for arbitrary non-Abelian groups or discontinuous functions.
First prove existence without presupposing the representation. The elementary consequences of positive definiteness give , and . If , then and take . Otherwise form finite formal linear combinations of symbols , with sesquilinear formlinear in its first variable. Positive definiteness makes this form positive semidefinite. The Cauchy-Schwarz inequality for such a form shows that null vectors are orthogonal to everything, so quotienting by them gives an inner product space. Complete it to a Hilbert space . Since is Abelian, translation preserves the form and extends to a unitary operator. Its inverse is , so is a unitary representation. With ,The translated copies of span a dense subspace. MoreoverFinite sums and density, together with , give strong continuity on all of . This constructs the cyclic unitary representation of a positive-definite function directly.
For define the integrated unitary representation , with the integral applied to each vector. Its norm is at most . Fubini gives , and inversion in the Abelian group gives . Thusis a commutative C-star algebra. It is nondegenerate: choose nonnegative compactly supported functions of Haar integral one with supports shrinking to the identity element. Strong continuity impliesfor every . These form an approximate identity in the representation. Neighbourhoods may form a net, since no metrizability is being assumed here.
The Commutative Gelfand--Naimark theorem identifies with , where is its character space. The positive vector functional becomes a bounded positive functional on , so the Riesz-Markov-Kakutani representation theorem supplies a finite positive Radon measure withThese general representation theorems are applied to the explicitly constructed algebra; they are not an assumption of Bochner's conclusion.
For each , the functional is a nonzero algebra character of , since is dense in . By Question 3 it has the form . The resulting map is continuous: pointwise convergence of on gives convergence on all , and the topological character identification in Question 3 gives compact-open convergence of . Push forward under to obtain . This finite measure is Radon: compact subsets approximating the measure of any inverse-image Borel set have compact images, giving inner regularity; finiteness and complements then give outer regularity.
To recover , note that . HenceThe left side tends to . On the right, and uniformly on compact subsets of . For completeness, the evaluation is jointly continuous: near restrict to a compact neighbourhood, control the character uniformly there, and use continuity of the fixed character. A finite cover of a compact set of characters then makes those characters equicontinuous at , proving the stated uniform convergence. Continuity of gives uniform convergence on compact subsets of , and the finite Radon measure makes the remaining tails arbitrarily small. Thus passage to the limit is valid even for a net, andTaking also gives the required total mass .
Conversely, a finite positive Radon measure givesIts transform is continuous. Indeed, choose a compact set of characters with arbitrarily small measure outside it; joint continuity of evaluation gives uniform continuity in near the specified point on that compact set, while the outside contribution is bounded by twice its measure. This proves continuity without using an unjustified dominated-convergence assertion for arbitrary nets.
Finally suppose two finite Radon measures have the same transform. Multiply by and integrate over . Fubini shows that the measures agree on every function . Question 3 showed that these functions are uniformly dense in . Boundedness of both measure functionals extends equality to all of ; uniqueness in the Riesz representation theorem gives equality of the measures. This proves existence, uniqueness and the converse, completing Bochner's theorem. In particular corresponds exactly to a probability measure on the dual group.
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 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.
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 8 4 Solution Created 2026-10-03 Updated 2026-10-14
The first assertion needs the C-star identity; a Banach-algebra involution alone is insufficient. For an explicit counterexample, take the dual-number algebraThis is a commutative unital Banach algebra, since it is finite-dimensional andIts involution is conjugate-linear, multiplicative, involutive and isometric. Every character of an algebra kills , because . Thus there is just one character, , and the Gelfand transform sends the nonzero norm-one element to zero. It is neither injective nor norm preserving. In particular , identifying the missing norm axiom.
Even the claimed compatibility with the involution is not automatic. On with the maximum norm and pointwise multiplication, define . This is another isometric involution, but evaluation at the first coordinate takes to zero rather than to the conjugate of its value at . These examples establish involution alone does not imply an isometric Gelfand transform.
We now prove the intended assertion for a commutative complex unital C-star algebra. Let be its maximal ideal space, identified with the compact character space of an algebra as in Question 3. The C-star identity and submultiplicativity giveand applying the same inequality to proves . Thus the involution is continuous. For a self-adjoint element , the exponential series defines in norm. Applying the involution term by term gives , and multiplying the absolutely convergent series shows . Hence . Every character of an algebra is contractive by Question 3, and soTaking both signs of forces to be real. Writingwith self-adjoint, provesThis proves that characters of a C-star algebra respect the involution.
To prove the norm assertion, we also justify the spectral radius formula used here. Put . By spectrum equals character values in a commutative Banach algebra,For , integrating the uniformly convergent Neumann series on givesOnly the coefficient of survives. The resolvent is holomorphic outside the spectrum by Question 3, so the Cauchy integral theorem deforms this contour to any circle of radius . For algebra-valued integrals the same identity follows by applying every bounded linear functional and then using Hahn-Banach separation. Taking norms givesThe maximum is finite by resolvent continuity on the circle. Taking th roots and then proves .
Every element is normal because is commutative. For self-adjoint , the C-star identity gives . Therefore, for arbitrary ,Iterating yields , so the proved spectral radius formula givesThe Gelfand transform is thus isometric and injective. Its range is closed, since is complete and an isometry takes norm-Cauchy sequences back to norm-Cauchy sequences. It contains the constants, separates the characters, and is closed under complex conjugation by the proved involution identity. The Stone-Weierstrass theorem says that such a unital self-adjoint point-separating subalgebra of is uniformly dense: apply its real version to real and imaginary parts. Closedness then makes the range all of . Hence the Gelfand transform is an isometric star-isomorphism under the C-star hypothesis, establishing the Commutative Gelfand--Naimark theorem in the form required.
For the finite-dimensional operator application, assume first and let be the unital algebra generated by . Their pairwise commutation makes commutative; it is closed under the adjoint and norm closed because it is finite-dimensional. With the operator norm it is a C-star algebra. Indeed inner product duality gives , andThus the missing hypothesis in the first paragraph really does hold for this algebra, independently of any spectral theorem.
The proved result identifies with . This character space is finite. For if it had distinct points, point separation would give, for each pair, a continuous function taking values and at the chosen two points. Products of these functions give functions with Kronecker-delta values on the selected points, hence linearly independent functions. Taking is impossible. Write , a finite Hausdorff and therefore discrete space.
Let be the indicator of and let be its inverse Gelfand transform in . Since , , for , and , the injective star-isomorphism givesThus the are mutually orthogonal linear projections, and in particular commute. Put and . The pointwise identities and pull back toThe ranges are simultaneous eigenspaces: on , the two operators act as the scalars . This proves that finite commuting normal operators have joint spectral projections. If , the same conclusion holds with empty sums.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 6 5 Solution 2026-10-14
For an element of a complex unital Banach algebra, its spectrum of an element isThe nonzero spectra of products in opposite orders agree:For , if exists, direct multiplication on both sides verifiesInterchanging proves the converse. Zero may differ. On the Hilbert space , let be the unilateral shift operator and take , . Then , whereas , where is projection onto the first coordinate. HenceBoth values for the second operator occur on its two nonzero invariant summands; every other value has an inverse obtained separately on those summands.
We use the spectral definition of a Positive element of a C-star algebra: is positive when and . The continuous functional calculus, supplied by the Commutative Gelfand--Naimark theorem for the algebra generated by a Normal element of a C-star algebra and its adjoint, sends to . It preserves products, sums, conjugation and the identity, is isometric, and satisfies . For a self-adjoint element the spectrum is real, so real-valued functions produce self-adjoint elements.
For example, gives the positive square root in a C-star algebra of a Positive element of a C-star algebra. It satisfies . Its uniqueness follows from the composition rule: if and , then the continuous functional calculus in the algebra generated by gives . For positive invertible , the functions and give positive inverses and inverse square roots. If and , the function gives ; the same calculus givesThese transfer elementary scalar inequalities for functions of one element to the algebra. They do not justify applying a scalar inequality to arbitrary noncommuting elements.
To prove closure under addition without assuming an order theorem, let , set , and . If , both elements are zero. Otherwise,The element is self-adjoint, so any is real and satisfies . Thus , provingWe will also use that the positive cone is proper: if and , then , and the norm formula for self-adjoint elements gives .
We next prove without presupposing that positivity is defined by such products. Put , which is self-adjoint, and form its negative part by the continuous functional calculus:This is positive. Let . Since commutes with ,The nonzero product-spectrum identity proved above gives . As is self-adjoint, it too has spectrum in , so .
Write with and . The continuous functional calculus makes and positive, and the addition result givesBut both summands on the left are nonpositive, so their sum is also nonpositive. Properness of the cone forces . Now is positive as well as nonpositive, so . The C-star identity gives , whence and . Thus has no negative spectral part:This proves the positivity of adjoint products from spectral positivity and the equivalence with the usual definition by elements of the form : the reverse direction is the factorization for .
Finally, if and , writeThe preceding result therefore provesIn particular, congruence preserves positivity in a C-star algebra, and implies . These facts will justify the noncommutative order manipulations in the numbered parts.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 6 5 Solution Created 2026-10-03 Updated 2026-10-06
A character of an algebra is a nonzero complex linear multiplicative map . It necessarily satisfies . If , then cannot be invertible, since applying to an inverse identity would give . Therefore . The Neumann series bound givesproving automatic continuity of characters. In particular every algebra character belongs to the closed unit ball of ; no prior continuity was needed.
The character space of an algebra is , the set of all algebra characters. Its Gelfand topology is the weakest topology making every evaluation continuous, equivalently the weak-star topology inherited from . Within the weak-star compact ball , it is the closed set specified byThese equations are closed conditions on finitely many evaluations at a time. By the Banach-Alaoglu theorem, is compact, and it is Hausdorff because distinct characters differ on an evaluation.
To obtain every spectral value from a algebra character, take . Commutativity makes the ideal proper, so it is contained in an algebraic maximal ideal . Every such maximal ideal is norm closed: its closure is an ideal, and cannot be all of , because an element of sufficiently close to would be invertible by the Neumann series. Maximality then makes its closure equal to itself.
The quotient is a complex Banach division algebra, hence is by the Gelfand-Mazur theorem. Composing the quotient map with this scalar identification gives a algebra character with . Together with the first inclusion,The same maximal-ideal argument shows that the algebra character space of a nonzero algebra is nonempty.
Now suppose is a commutative C-star algebra. All its elements are normal. The C-star identity givessince the self-adjoint element satisfies . Iterating yields . The spectral radius formula along this subsequence provesThis is spectral radius norm equality for normal elements, applied to the commutative case.
For a self-adjoint , the element is unitary for every real , so . Algebra character continuity and multiplicativity giveIts modulus is , forcing . Write with self-adjoint. ThenThis proves that characters of a C-star algebra respect the involution. The conjugation bar is present in the original PDF and must be retained; the TeX aid omits it.
The Commutative Gelfand--Naimark theorem states that a complex commutative unital C-star algebra is isometrically star-isomorphic to for a compact Hausdorff space, canonically . Its Gelfand transform isIt is a unital algebra homomorphism; the conjugation identity just proved makes it preserve the involution. The algebra character description of the spectrum and the spectral-radius equality giveThus it is injective and isometric, and its range is closed because is complete. The range contains constants, is closed under complex conjugation, and separates points of : two distinct algebra characters differ on some element of .
The complex Stone-Weierstrass theorem says that a self-adjoint unital subalgebra of separating points is uniformly dense. For completeness, its familiar lattice argument explains the last step. The real part of its uniform closure is closed under absolute value, by polynomial approximation of on bounded real intervals, and hence under finite maxima and minima. Constants and point separation permit a real function matching any given real continuous at any chosen pair of points. Fixing the first point, take a maximum of finitely many such functions to obtain a function above everywhere and equal to at that first point. It is below in a neighborhood of that point. A finite cover by these neighborhoods and the minimum of their associated functions then lies between and everywhere. Real and imaginary parts give density for complex functions.
Apply this to . Its range is both dense and closed, so it is all of . ThereforeThis proves the commutative theorem in the setting of the question. For the zero algebra the corresponding compact space is empty and the representation is .
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 6 4 Solution Created 2026-10-03 Updated 2026-10-06
Work over and take a nonzero commutative unital Banach algebra , with . A character of an algebra is a nonzero multiplicative complex linear functional . It satisfies . Moreover : otherwise would be invertible, although its image under is zero. The bound on the spectrum of an element therefore gives , proving automatic continuity of characters and .
Every proper maximal ideal of is closed. Indeed its closure is an ideal; if this closure were all of , would contain an element within distance less than one of . Such an element is invertible by the Neumann series, forcing . Thus the closure is proper and maximality makes it equal to . The quotient Banach space , with its quotient Banach algebra structure, is a complex normed division algebra. By the Gelfand-Mazur theorem, it is , so the quotient map gives a character of an algebra with kernel . Conversely, the kernel of every character of an algebra is a maximal ideal, since the character is onto . The Zorn lemma supplies a maximal ideal containing every proper ideal, so the character space of an algebra is nonempty.
These facts give the exact relation between the character space and the spectrum of an element:One inclusion was proved above. For the other, if is noninvertible, the principal ideal it generates is proper because is commutative. Contain it in a maximal ideal and use its corresponding character of an algebra to obtain .
Give the Gelfand topology, namely its subspace topology from the weak-star topology on . In the closed unit ball of , it is the intersection of the closed conditionsConsequently Banach-Alaoglu theorem makes a compact Hausdorff space. For every , define the Gelfand transform . This is a continuous function on by definition of the Gelfand topology. The Gelfand representation theorem gives a contractive unital algebra homomorphism over a fieldMultiplicativity and linearity follow by evaluating at each character of an algebra; the supremum norm equality follows from the preceding spectrum of an element identity. Its kernel isthe Jacobson radical. Equivalently, its elements have spectrum of an element . Thus is injective precisely when is a semisimple commutative Banach algebra, and it gives a faithful continuous representation of as a function algebra. Its range contains the constants and separates points of , because distinct characters of an algebra differ on some . An arbitrary Banach algebra need not have an isometric or surjective Gelfand transform, nor a uniformly dense range: those conclusions require further hypotheses.
For the Banach algebra on a nonempty compact Hausdorff space , all characters of an algebra are evaluation characters. To see this, let be a maximal ideal. If its elements had no common zero, compactness would supply with no common zero. The continuous function belongs to , is strictly positive on , and has a continuous reciprocal. It is therefore invertible, a contradiction. Hence all elements of vanish at some , so and maximality gives equality. The associated character of an algebra must be : since , its value on is .
The map is a continuous bijection , using separation of points by continuous functions. Compactness and the Hausdorff property make it a homeomorphism. Under this identification the Gelfand transform is , so it is the identity representation of , in particular an isometric onto map. The empty gives the zero algebra, whose empty character space represents the zero function space; it was excluded by the nonzero unital convention above.
Now let be a commutative unital C-star algebra. The stronger conclusion is the Commutative Gelfand--Naimark theorem: the Gelfand transform is an isometric onto C-star homomorphism . We prove the additional assertions without assuming this conclusion.
First every character of an algebra respects the C-star algebra involution. If , the elements , , are unitary elements of a C-star algebra, and their norm is one by the C-star identity. Continuity and multiplicativity give . Thus for every real , forcing to be real. Writing with and self-adjoint gives . Therefore the range of is closed under complex conjugation.
Every element of commutative is a Normal element of a C-star algebra. For a normal , use the C-star identity, and then the same identity for the self-adjoint element , to obtainIts powers are also normal, so . The spectral radius formula gives , hence . The Gelfand transform is therefore an isometry, and its range is complete and closed in the supremum norm. It contains constants, separates points and is closed under complex conjugation. The complex Stone-Weierstrass theorem makes that range dense, hence all of .
The approximation step in Stone-Weierstrass theorem can also be seen directly here. For a unital conjugation-closed point-separating subalgebra , the real-valued part of its uniform closure is closed under absolute values, by polynomial approximation to on bounded intervals, hence under pointwise maxima and minima. Its real-valued functions separate points. Given real and , for each an affine rescaling of a separating function produces agreeing with at ; take a constant when . For fixed , finitely many neighbourhoods of where cover . Their maximum exceeds everywhere and agrees with at , hence is less than near . Finitely many of these latter neighbourhoods cover ; the minimum of their lies between and everywhere. Approximate real and imaginary parts separately. This proves the density used above and completes the C-star algebra conclusion.
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 2 a Solution Created 2026-10-03 Updated 2026-10-05
Use the usual unital-subalgebra convention . The spectral theorem for a commutative operator algebra states that the character space , equipped with the Gelfand topology, is a compact Hausdorff space, and there is a unique regular projection-valued measure on its Borel sigma-algebra satisfyingwhere is the Gelfand transform. The map is an isometric unital star-isomorphism from onto by the Commutative Gelfand--Naimark theorem.
More explicitly, every is an orthogonal projection, , , and for disjoint Borel sets ,with convergence in the norm of the Hilbert space. Regularity means that each scalar spectral measure is a regular Borel measure. The integral identity then implies . No separability assumption on is needed.
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 5 b Solution Created 2026-10-03 Updated 2026-10-05
The Beurling–Gelfand spectral radius formula states that for every element of a complex Banach algebra,For a Hermitian element of a C-star algebra , the C-star identity gives . Iterating,The subsequence in the spectral-radius limit therefore proves .
Let be a unital C-star homomorphism. If is invertible in , its inverse is sent to an inverse of in . Thus without assuming continuity of . For Hermitian , is also Hermitian, soFor arbitrary , apply this inequality to and the C-star identity in both algebras:Hence for every .
Now assume is injective. For a fixed , it is enough to prove norm preservation on , a commutative unital C-star algebra: the preceding square-norm identity will then recover the norm of . By the Commutative Gelfand--Naimark theorem, identify with . Let . It is also a commutative unital C-star algebra, and its character space is compact. Each restricts along to a character of , hence to evaluation at a point . The map is continuous, so is closed.
If , the Urysohn lemma provides a nonzero vanishing on . Then for every . Faithfulness of the Gelfand transform in gives , contradicting injectivity. Thus is onto. The isometric Gelfand transform of now givesFinally,This proves that an injective C-star homomorphism is isometric without assuming its image is closed before norm preservation has been established.
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 106 4 c Solution 2026-09-28
The Commutative Gelfand--Naimark theorem says that every commutative unital C-star algebra is isometrically star-isomorphic to , where is its compact character space and the map is the Gelfand transform
Indeed, maximal ideals give enough characters to identify with the range of . The C-star identity and the spectral radius formula giveso is isometric and has closed range. Characters send to , so the range is self-conjugate; it contains constants and separates distinct characters. The complex Stone-Weierstrass theorem makes the range dense in , and closedness makes it all of that algebra. This proves the theorem.
An element of a C-star algebra is positive when it is self-adjoint and . Consider the commutative C-star subalgebra . Under its Gelfand–Naimark isomorphism, becomes a nonnegative continuous function . The function is continuous and nonnegative, so its inverse image is positive and satisfies
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 106 1 Solution Created 2026-09-28 Updated 2026-10-03
Mazur theorem says that the weak closure and norm closure of a convex subset of a real or complex normed space coincide. The norm closure is contained in the weak closure because every norm-continuous linear functional is norm-continuous. Conversely, if is outside the norm closure of a convex set , the Hahn-Banach separation theorem gives and a real number such thatThis weakly open separation shows that is outside the weak closure.
By definition,For each , regard as the bounded functional given by . Pointwise convergence makes the family pointwise bounded on the Banach space . The Uniform boundedness principle gives
Suppose first that . Every subsequence indexed by an infinite set also converges weakly to zero. Thus zero belongs to the weak closure of the convex hull of , and Mazur's theorem puts it in its norm closure. This gives the required finite convex combination of norm below any prescribed .
Conversely, if weak convergence fails, some and an infinite subsequence satisfy either throughout or throughout. Every convex combination from that subsequence then has norm at least , contradicting the stated property.
Now let the , , have pairwise disjoint supports and satisfy . For distinct terms,The convex-combination criterion therefore proves . This is weak convergence of bounded disjointly supported sequences in lp.
The final implication for a commutative unital C*-algebra is true. By the Commutative Gelfand--Naimark theorem, and its characters are the point evaluations. The hypotheses say that the uniformly bounded functions converge pointwise to zero. Every functional on is integration against a finite regular measure by the Riesz-Markov-Kakutani representation theorem; the dominated convergence theorem givesHence .
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 106 5 Solution Created 2026-09-28 Updated 2026-10-03
A character of an algebra is a nonzero algebra homomorphism . The character space isFor a unital algebra, . Moreover , since applying shows that cannot be invertible. In a Banach algebra,Thus , while gives equality.
If is commutative and , the proper ideal generated by lies in a maximal ideal. The quotient by that maximal ideal is , and its quotient map is a character taking to . ThereforeSince every Banach-algebra element has nonempty spectrum, is nonempty.
For , let be the complementary coordinate projections. A character must send each idempotent to zero or one, and forces their values to be different. Choose mutually inverse isomorphisms between and and regard them as off-diagonal operators on . ThenMultiplicativity would give , a contradiction. Hence is empty. This is the absence of characters on an operator algebra with isomorphic complementary summands.
If in a unital C*-algebra, then is unitary for real . If , the spectral mapping theorem gives , whose modulus is one. Varying positive and negative forces , so .
If is a unital C*-subalgebra and is normal, spectral permanence holds. Indeed, when is invertible in , the positive normal elementhas spectrum bounded away from zero. Continuous functional calculus uniformly approximates its reciprocal by polynomials, placing the reciprocal in . It follows that . Thus .
The Commutative Gelfand--Naimark theorem says that the Gelfand transform is an isometric unital star-isomorphismfor every commutative unital C*-algebra. If is positive, continuous functional calculus for the function on gives a positive with . Pointwise uniqueness in gives the unique positive square root. This is the positive square root in a C*-algebra.