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.
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.
If is compact, choose a finite -net for and let be their span. Then for , giving .
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
A set is totally bounded if for every it can be covered by finitely many open balls of radius .
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.
The quotient norm is
Changing 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.
Take
The 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 .
Take
It 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.
Directly, in because its pairing is , whereas for .
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.
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 with
Consequently for .
For the two induced topologies, let be the common norm-closed unit ball and write . Under either topology is compact by Banach-Alaoglu, and the ambient space is Hausdorff. If the two topologies are comparable, the identity map from with the finer topology to with the coarser one is a continuous bijection from a compact space to a Hausdorff space. Such a map is a homeomorphism, since it carries closed compact sets to closed sets. Thus in the comparable case the topologies agree on , giving alternative (a).
The extension already agrees with the usual limit on . Alternatively, applying the domination inequality to both and gives
When 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.
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
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 . Hence
This is a Banach limit; the two-sided limit bounds also show positivity, norm one, and agreement with ordinary limits.
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.
Suppose are compact and . For any take with . A finite -net of of the unit ball is then a finite -net of its image. That image is totally bounded, so is compact by the stated criterion. Hence is norm closed in .
Extract a subsequence whose images converge, and apply continuity of the bounded operator to those images. This proves is compact. The reverse composition is compact as well, since sends a bounded sequence to a bounded sequence to which compactness of applies.
Given a bounded sequence, first pass to a subsequence on which the images under converge. From that subsequence extract another on which the images under converge. Both image sequences, and hence their sum, converge on the latter subsequence. Thus is compact.
A bounded linear operator is compact when the closure of the image of its unit ball is compact. Equivalently every bounded sequence has a subsequence whose images converge; on a Banach target it also suffices that the image of its unit ball be totally bounded.
For a finite-rank operator that image is bounded in a finite-dimensional subspace, whose closed bounded sets are compact. Thus every finite-rank operator is compact.
Compact. Its column indexed by has entries for , and zero otherwise. The sum of that column is for , by the elementary induction . For operators from the supremum of the absolute column sums is the operator norm: one inequality is the triangle inequality, and coordinate unit vectors give the reverse. Keeping just the first input columns is finite rank and its remainder norm is at most . Hence it converges to in norm, proving compactness.
Compact. This operator is , where is the compact diagonal operator in (a) and is the bounded backward shift in (b). The composition property applies. Equivalently its tails have the same vanishing-coefficient finite-rank approximation.

Pinned article: Introduction to the OurBigBook Project

Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
We have two killer features:
  1. topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculus
    Articles of different users are sorted by upvote within each article page. This feature is a bit like:
    • a Wikipedia where each user can have their own version of each article
    • a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
    This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
    Figure 1.
    Screenshot of the "Derivative" topic page
    . View it live at: ourbigbook.com/go/topic/derivative
  2. local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:
    This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
    Figure 5. . You can also edit articles on the Web editor without installing anything locally.
    Video 3.
    Edit locally and publish demo
    . Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.
  3. https://raw.githubusercontent.com/ourbigbook/ourbigbook-media/master/feature/x/hilbert-space-arrow.png
  4. Infinitely deep tables of contents:
    Figure 6.
    Dynamic article tree with infinitely deep table of contents
    .
    Descendant pages can also show up as toplevel e.g.: ourbigbook.com/cirosantilli/chordate-subclade
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact