An isomorphic embedding of normed vector spaces is a bounded linear operator that is injective and whose inverse function on its image is bounded. Equivalently, is bounded below: there is such thatIndeed this inequality gives injectivity and for ; the converse follows by applying the boundedness of to . Together with , it makes an isomorphic embedding onto its image with the inherited norm. The image is necessarily closed when is a Banach space; that extra conclusion requires completeness.
A quotient operator is a surjective bounded linear operator that is an open map. For a linear map, being an open map is equivalent to the existence of such thatThe inclusion gives a neighbourhood of inside the image of every sufficiently small ball about , by translation and scaling. Conversely, an open map sends to a neighbourhood of zero. A linear open map onto is automatically surjective, since its image contains a ball and is a linear subspace.
The Banach-space adjoint is . For , the ball inclusion givesAlso . Thus the Banach-space adjoint is an isomorphic embedding, with lower bound .
We use successive approximation for quotient operators. Fix with . The hypothesis gives with and . Inductively, ifapply the hypothesis to , obtaining with and . If a residual is zero, take all remaining terms zero.
The series converges in the Banach space because . Write its sum as . The continuity of and the residual estimate giveScaling now yieldsThis ball inclusion proves that is a quotient operator. Completeness of was unnecessary: the convergent series is constructed in and its image has limit .
The real Hahn-Banach separation theorem says that if is a nonempty open convex set in a real normed vector space and , there is a nonzero continuous linear functional such that .
Put . The prescribed set is open because it is a union of translates of an open ball, and it is convex because both summands are convex. If and , Hahn-Banach separation gives a nonzero withThe displayed supremum is a sum of independent suprema; the symmetry of the unit balls identifies them with the respective operator norms. But , a contradiction. Hence for some and .
To obtain the strict bound on required in the approximation hypothesis, choose sufficiently close to . Then andThus the approximation condition holds with exactly . When is a Banach space, the preceding successive approximation for quotient operators proves is a quotient operator. Combining this with the Banach-space adjoint estimate proves
The Baire category theorem states that a nonempty complete metric space cannot be a countable union of closed nowhere dense sets; equivalently, every countable intersection of open dense sets is dense.
Let in the space of finitely supported sequences. Each is a closed linear subspace for every norm, since a finite-dimensional subspace is closed. Henceis a closed linear subspace of the Banach space . Every finitely supported sequence lies in some , so . By the Baire category theorem, some has nonempty interior.
A linear subspace with nonempty interior is the whole space: translate a ball in it to zero and scale any vector into that ball. Thus , giving andThe proof uses no particular choice of norm on the space of finitely supported sequences.
Under duality of sequence spaces, represents on , with operator norm . Here is the space of sequences converging to zero, equipped with its supremum norm.
If and , thenEvery summand is nonnegative, so whenever . Infinitely many such coordinates would give infinitely many , contradicting . Therefore has finite support.
Conversely, if has finite support, choose on that support and elsewhere. Then , , and . The zero functional is included by taking . ThusThis is norm attainment on the vanishing sequence space.
The compact set is bounded, so is a bounded linear operator. For each , the continuous linear functional attains its maximum on that compact set. Symmetry of implies that maximum is , so attains its norm on . By norm attainment on the vanishing sequence space,Regard the Banach-space adjoint as a bounded linear operator from the Banach space into with its inherited norm. The completeness of the dual space holds even if is incomplete. The preceding Baire category theorem argument shows that has finite rank.
If , set . For and every , . The Hahn-Banach theorem implies that continuous linear functionals separate points of , so . Thus , andThis proves compact closed-ball image forces finite rank on c0.
Define a diagonal operator on sequence space byIt is bounded because . Its truncation is a finite-rank operator, andEquality follows by using finitely supported sequences equal to on longer and longer finite tails. An operator norm limit of compact operators into the Banach space is compact; therefore is a compact operator. The vectors are linearly independent, so its rank is infinite.
There is no conflict with the preceding result about a compact closed-ball image. Indeed, take with initial ones. Then in , but that limit has no preimage in : its only possible preimage is the constant sequence . Thus is relatively compact but is not closed and hence is not compact.
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 .
For a self-adjoint C-star element , the following are three equivalent characterizations of a Positive element of a C-star algebra:If with , the spectral mapping theorem gives nonnegative spectrum. Conversely, the continuous functional calculus applied to on gives a self-adjoint C-star element with . For real ,Thus the third condition means , while the first implies the second by taking the interval . The second implies the third with if ; if , any works. This proves every equivalence.
The positive cone of a C-star algebra contains zero and is closed under multiplication by nonnegative real scalars. To verify addition without assuming that positive elements commute, put , for . ThenIf , the third characterization makes positive; otherwise both are zero. Hence it is a convex cone. If and are positive, and by the self-adjoint spectral norm formula; therefore the cone is pointed and defines a partial order on by if . It is generating because the continuous functional calculus givesFor , the spectral mapping theorem yieldsFinally, let be Hermitian, and write , . Its two eigenvalues are real. Both are nonnegative exactly when their sum and product are nonnegative. The corresponding sum and product for are and . Therefore the necessary and sufficient conditions for a positive contraction areIndeed, nonnegative sum and product force two real numbers to be nonnegative, including the zero-product cases. Applying this to and places both eigenvalues in .
Let . Positivity on implies positivity on every Positive element of a C-star algebra, by taking its positive square root. For a self-adjoint C-star element , the positive cone of a C-star algebra givesBoth and are nonnegative real numbers. Their difference shows is real, and the same inequalities give .
For an arbitrary , write with and self-adjoint. Since the involution is isometric, . HenceThus every positive functional on a C-star algebra is bounded, with the preliminary bound . This proof does not presuppose the Cauchy–Schwarz inequality for positive C-star functionals. It also gives , since and are real.
Set , and . The preceding reality argument gives . Positivity therefore implies, for every ,If , choose to obtain . If and , choosing and letting contradicts positivity. Thus in that case too. This proves the Cauchy–Schwarz inequality for positive C-star functionals:Apply it with , . Since , positivity givesThus , while evaluation on gives the reverse inequality. ConsequentlyThe zero functional is covered as well. In the trivial zero algebra all assertions are immediate, and its state space is empty.
For a nonzero unital C-star algebra, the set of state on a C-star algebra functionals is convex, since both positivity and evaluation are preserved by convex combinations. The norm identity places it in the closed dual unit ball. Suppose a state satisfies , with and . Evaluating at the unit and taking real parts givesSince both weights are strictly positive, both real parts equal . Also , so . HenceThe stipulated converse to the norm identity makes positive, so both belong to . Therefore is a face of a convex set, namely the closed dual unit ball. More precisely it is the exposed face of the dual ball defined by the unit, since it is cut out by .
The quotient norm isChanging the representative does not change the infimum. The triangle inequality and absolute homogeneity follow from those of the original norm. Vanishing means belongs to the closure of , hence to because the subspace is closed. Thus this is a norm.
Use the absolutely convergent series criterion for completeness. If , choose representatives of satisfying . The series converges in the Banach space to some . Since the quotient map is contractive, converges to . Consequently the quotient is a Banach space.
Here is the needed separated-sequence argument, including the relevant Riesz lemma. For a proper closed subspace , choose , put , and choose with . Then is a unit vector at distance greater than from . Starting with one unit vector, apply this to the span of the vectors already chosen. These spans are closed and proper because they are finite-dimensional while is infinite-dimensional. The resulting unit vectors satisfy for . A ball of radius contains at most one of them. Hence the closed unit ball is not totally bounded.
Take . A bounded linear operator is compact exactly when the closure of this set is compact. In a complete metric space this is equivalent to its being totally bounded.
Conversely, fix and take with . For every choose with . These approximants satisfy , so form a bounded subset of a finite-dimensional space and have a finite -net. The same centers give a finite -net for . Thus it is totally bounded and is compact. In particular
The natural canonical embedding into the bidual is . It is linear and . A norming functional from the Hahn-Banach theorem gives the reverse inequality, so it is an isometry. A reflexive Banach space is one for which this canonical embedding is onto.
A nonreflexive example is . Its dual is and its bidual is ; the canonical map is the natural inclusion, which misses the constant sequence one. This also shows why merely having an isometric embedding in the bidual is insufficient.
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 Baire category theorem says that a nonempty complete metric space is not a countable union of closed sets with empty interior; equivalently, every countable intersection of open dense sets is dense. To prove the latter, start with any nonempty open set and open dense sets . Choose closed balls of positive radii withEach choice is possible by density and openness. Their centers form a Cauchy sequence; its limit exists by completeness and belongs to every closed ball, hence to . This proves density and the theorem.
The Uniform boundedness principle says that a pointwise bounded family of bounded linear maps from a Banach space to a normed space has uniformly bounded operator norms. Put . These sets are closed and cover . Baire gives an open ball . For , the triangle inequality applied to gives . Taking for unit proves .
For the particular expansion, uniqueness makes all coefficient maps and partial-sum maps linear. Since , the norms form a bounded sequence with limit . Also, with ,This proves both preliminary bounds. The supremum therefore defines a finite norm , with .
To prove (i) implies (ii), the identity map from to is a bounded linear bijection. If (i) holds both spaces are Banach, so the bounded inverse theorem makes its inverse bounded: . This is precisely (ii).
(ii) implies (i): together with the preliminary estimate, (ii) gives equivalent norms,An equivalent norm on a Banach space is complete: a primed-norm Cauchy sequence has an original-norm limit, and the upper bound makes convergence hold also in the primed norm. (ii) implies (iii) immediately because for every .
(iii) implies (ii): the preliminary bounds show for every . Applying the Uniform boundedness principle to the bounded maps gives .
(iv) implies (vi): fix . Continuity gives , while the assumed uniform coordinate convergence gives . Uniqueness of the scalar limit yields for every .
(v) implies (iv). Fix and consider any sequence with . Apply (v) to and . It gives . Thus the graph of is closed. Both spaces are Banach, so the closed graph theorem makes bounded.
(vi) implies (iv) without assuming beforehand that any coordinate functional is continuous. Define the everywhere-defined linear mapThe preliminary coordinate bound ensures it really takes values in . Condition (vi) states exactly that its graph is sequentially closed: and in the supremum norm imply . The product is a metric space, so sequentially closed means closed. The closed graph theorem therefore makes bounded. Every coordinate projection on is bounded, hence so is each .
Together with the preceding implications this proves all six conditions are equivalent. No continuity of the coordinate functionals was assumed during the preliminary bounds.
A character of an algebra is a nonzero multiplicative complex-linear map . A maximal proper ideal is a proper ideal contained in no larger proper ideal. For a character, and : otherwise would be invertible although its character value is zero. The spectral bound gives , so the character is continuous. It is onto, and its kernel is a closed maximal ideal because .
Conversely let be maximal. Its closure is an ideal and remains proper: otherwise an element of would lie within distance one of the unit, hence would be invertible by the Neumann series, forcing . Maximality then gives . The Banach algebra is a field. For any in this quotient choose , using nonemptiness of the complex spectrum. In a field only zero is noninvertible, so . Hence every quotient element is a scalar multiple of the unit. The quotient map therefore determines a character , uniquely normalized by . These constructions are inverse:For the convolution algebra, write for the sequence supported at with value one. Then , , and . If , continuity and imply and . Thus , so uniquely for , and for every integer . Absolute convergence in now givesConversely each displayed map is bounded, nonzero, and multiplicative, since the absolutely convergent double sum can be rearranged along . Thus these are all characters, and all maximal proper ideals areThey are distinct because the character is uniquely recovered from its kernel and its value on the unit.
An element is a Positive element of a C-star algebra if it is self-adjoint and its spectrum lies in , equivalently if for some .
For a normal , the continuous functional calculus is the unique unital isometric *-isomorphism sending the coordinate function to . It respects sums, products, conjugation and the unit, satisfies , and has . For self-adjoint it preserves the order of real-valued functions.
The piecewise definition of is consistent for . At the printed branches conflict, even assigning both zero and one at . All the requested limit and face arguments use only ; discarding this first index resolves that harmless initial-index defect without altering any limit.
For , interpolate linearly from to , and from to . On the middle interval the error is zero. On the left both and lie between zero and ; on the right both lie between and one. Thusby continuity at the endpoints.
Put . To prove the bounds on , it suffices to show . For , ; for , . On the remaining interval, and , so both inequalities follow. Consequently and are positive contractions.
For the face assertion, write . Since and , . If , then , with both endpoints in . The face property would force , a contradiction. Thus . Its spectrum contains one by positivity and the norm formula, and contains zero because it is noninvertible.
Applying functional calculus to the scalar identity givesSince and , the face property gives . Isometry of functional calculus gives in norm; closedness of therefore proves
For a bounded linear functional on a unital C*-algebra, the state criterion isEquivalently it is positive and takes the unit to one.
In the Gelfand–Naimark–Segal construction, set . This is a left ideal. Give the inner product , linear in the first variable, and complete it to a Hilbert space . Left multiplication gives the bounded *-representation . The vector is cyclic and satisfies .
The Hermitian matrix has eigenvalues and trace one. In an orthonormal eigenbasis ,If , both weights are nonnegative and sum to one, so this functional is positive and normalized, hence a state. If , evaluating on the positive rank-one projection onto the negative-eigenvalue eigenspace gives a negative value, so it is not a state. ThereforeTo obtain the representation dimension, cyclicity of trace givesThus identifies isometrically with the matrix space , with left multiplication as the representation. If , this space consists, after a unitary change of basis, of arbitrary first columns and zero remaining columns. Its complex dimension is . It is already complete because it is finite-dimensional. Rank is one at and two at , proving
A subset is totally bounded if for every it has a finite cover by balls of radius . If its closure is compact, the cover by all such balls has a finite subcover, proving total boundedness.
Conversely, cover by finitely many balls of radius at stage . Starting with all indices, at least one ball contains infinitely many of the currently indexed terms. Retain those indices as . These sets are infinite and nested, and two terms indexed by have distance less than . Choose increasing ; then is Cauchy, because all its terms after stage lie in that same ball. If is complete it converges. To cover sequences in the closure as well, approximate their th terms by points of at distance less than and apply this argument. The corresponding subsequence in the closure has the same limit. Sequential compactness therefore proves total boundedness implies relative compactness in a complete ambient space.
The Arzelà-Ascoli theorem says a subset of is relatively compact exactly when it is uniformly bounded and equicontinuous. Pointwise boundedness together with equicontinuity is an equivalent version here. In the specified derivative-bounded family, the mean-value estimate gives , uniformly over the family, while . Thus this family is relatively compact.
For , the image of the unit ball has sup norm at most one and derivative of sup norm at most one; it lies in that family, so is compact.
For , take , each of norm one. Then . Every subsequence converges pointwise to zero at and to one at every . This limit is discontinuous, so no subsequence converges uniformly to a continuous function. Thus is not compact. The same integration formula has different compactness properties because the domain unit balls impose different controls.
A sublinear functional on a real vector space satisfies and for every . The dominated real Hahn-Banach theorem says that a linear functional on a subspace satisfying extends to a linear functional on the whole space still dominated by .
The limit-superior functional is finite on bounded sequences, positively homogeneous, and subadditive, since for every tail . Passing to the tail limits proves sublinearity. On the subspace of convergent real sequences, the ordinary limit is linear and equals . Hahn-Banach therefore extends it to on with
The extension already agrees with the usual limit on . Alternatively, applying the domination inequality to both and givesWhen the sequence converges, both endpoints are its limit, proving . These bounds also give and positivity on nonnegative sequences, but do not by themselves assert shift invariance.
For , choose the consecutive shifts , . The average telescopes:Its absolute value is at most . Taking the limit superior and then the infimum over proves .
For the requested functional, use the allowed sublinearity of . On convergent sequences, every finite shifted average has the same limiting value, so equals the ordinary limit there. Hahn-Banach extends this limit to a linear satisfying . Apply domination to and to to obtain respectively and . HenceThis is a Banach limit; the two-sided limit bounds also show positivity, norm one, and agreement with ordinary limits.
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).
If the two ambient topologies are not comparable, neither is contained in the other. By the definition of inclusion of topologies, there is a -open set absent from , and a -open set absent from . These are the requested , giving alternative (b). Together with the comparable case, this proves that at least one of the two alternatives always holds; it does not assume that the alternatives are mutually exclusive.
TakeIt is evaluation against the first coordinate vector of , hence continuous for . The preceding continuous-dual result says that a functional continuous for must have coefficient sequence for a convergent sequence . To represent , it would require but every , impossible.
TakeThe series defines a bounded linear functional of norm one. It corresponds under to the constant sequence , so is -continuous. Its coefficient sequence is constantly one, which is not in , so the continuous-dual result makes it noncontinuous for . Directly in that topology but .
The open mapping theorem says that a bounded surjective linear map between Banach spaces is open. Here is a proof using only Baire and completeness. Surjectivity gives , hence also a cover by their closures. Baire makes one such closure contain a ball . Taking differences gives . Scaling yields some withIf , recursively use scaled versions of this inclusion to choose with and residual . The sum converges in to an element of norm at most one, whose image is . Thus , and scaling gives . Translating and scaling proves openness on every open set. This proof does not use the closed graph or inverse mapping theorem.
Apply it to the evaluation map , . It is bounded with norm at most one and onto by hypothesis. Hence its image of the unit ball contains a ball about zero, yielding a constant and, for every , an interpolant withFor completeness, scale a ball of radius inside by to obtain ; zero data use .
For each , interpolate the data which are one at index and zero elsewhere, obtaining of norm at most . The supplied factorization property gives with . Evaluation at gives , soThe three enumerated properties of are supplied hypotheses for this argument, rather than additional requests to prove them.
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