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Bounded sequences in a separable Hilbert space have weakly convergent subsequences
Statement
Assume Countable Choice. Every bounded sequence in a separable real Hilbert space has a weakly convergent subsequence. If is a separable real Hilbert space, then and are separable real Hilbert spaces, their product is a separable Hilbert space, and the graph of the weak time-derivative operator is closed there. Consequently is a closed Hilbert subspace of that product and every bounded sequence in has a weakly convergent subsequence.
Facts & Assumptions
Given: A separable real Hilbert space and a sequence with .
consists of strongly measurable equivalence classes with the square-integral norm, and the weak time derivative is the scalar test identity stated for the parabolic energy space (Evolution triples and the parabolic energy space).
Riesz representation identifies the continuous dual of a real Hilbert space isometrically with that space; hence is separable when is separable (Riesz representation for Hilbert spaces).
Rational box-step functions are countable and dense in scalar under Countable Choice; restricting them to gives a countable dense subset of (Rational box-step functions form a countable dense subset of for ).
Holder, Minkowski, monotone convergence and dominated convergence apply to the scalar integrals used below (Holder's inequality for integrals, including the endpoint cases, Minkowski's inequality for integrals, including , Monotone convergence for the integral, Dominated convergence).
A countable union of measurable null sets is null (Finite and countable subadditivity of measures).
Measures of increasing sets converge to the measure of their union (Continuity from below for measures).
Every closed subspace of a Hilbert space and its orthogonal complement decompose the whole space (Orthogonal decomposition by a closed subspace).
A Hilbert space is complete in its induced norm (Hilbert space).
Countable Choice supplies representatives for countably many classes and the assumptions of [F2], [F3] and [F7]; the coordinate extraction below is deterministic (The Axiom of Countable Choice ()).
Every bounded real sequence has a convergent subsequence (Bolzano-Weierstrass: every bounded real sequence has a convergent subsequence).
Proof
Apply Gram–Schmidt to a countable dense sequence in , omitting zero remainders, to obtain a finite or countable orthonormal family with dense span. Use the following deterministic extraction for each bounded real sequence with . Start with ; at each bisection retain the left closed half if it contains infinitely many terms, and otherwise the right closed half, which then contains infinitely many terms. From the th retained interval select the least index larger than the preceding selected index whose term lies in that interval. The selected terms lie in nested intervals of diameters tending to zero, hence are Cauchy; [F9] gives a convergent subsequence, so the entire selected sequence converges. This rule determines the extracted indices uniquely, including when , and can therefore be recursively applied to successive coordinates without dependent choice. For finitely many coordinates use the last extracted subsequence; for infinitely many take the diagonal of the nested subsequences, whose indices are strictly increasing and whose tail lies in every earlier subsequence. If the family is empty retain the original sequence. The resulting has a limit for each coordinate present.
Let be any separable real Hilbert space. The formula is well-defined by pointwise Cauchy–Schwarz and Holder [F4], and its induced norm is the square-integral norm. To prove completeness, let be Cauchy. By [A1], choose a subsequence with summable successive distances and representatives for that countable subsequence. Put . Minkowski bounds partial-sum norms by the sums of the norms; monotone convergence [F4] gives . Its infinite-value set is null, since positive measure would force for every . Thus converges in complete for a.e. to . The limit is strongly measurable: because is separable, distances to a countable dense set are measurable; first-dense-point approximants are countably valued, and finite truncations with summable exceptional-set measures converge a.e. by [F5]–[F6]. The pointwise tail estimate and Minkowski give The original Cauchy sequence then converges to . This proves that is Hilbert.
Finite-valued simple functions are dense in : take the pointwise simple approximants from [F1], replace values by zero where their norm exceeds twice the target norm, and use dominated convergence [F4]; the squared error is at most nine times the target's squared norm. Approximate the finitely many values by a countable dense subset of , and each scalar indicator by the countable dense family [F3]. Since has finite measure, these approximations produce a countable dense family of finite sums in . With [F2], this proves that both and , and therefore their product, are separable Hilbert spaces.
For each , orthogonality gives . Thus is square-summable, so its partial sums form a Cauchy sequence; completeness [F8] gives the Hilbert-series limit in .
Inner products converge to when lies in the finite span of the , by coordinate convergence. For arbitrary , approximate it by such a finite-span vector using the dense span from step 1.1; the uniform bound gives . First choose large, then large. Therefore .
The derivative graph is closed in the product: if strongly in both factors, continuous embedding and Cauchy–Schwarz let every scalar test identity [F1] pass to the limit. Thus the graph is a closed Hilbert subspace. It is weakly closed: a weak limit is orthogonal to the graph's orthogonal complement, so [F7] gives for that closed subspace. Apply steps 1.1–3.1 to the separable product Hilbert space. Every bounded graph sequence has a weakly convergent subsequence by that argument, and its limit remains in the graph. This proves the asserted weak subsequential compactness in .
Depends on
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- Hilbert space
- Separability: the existence of an at most countable dense subset
- Evolution triples and the parabolic energy space
- Dominated convergence
- Finite and countable subadditivity of measures
- Holder's inequality for integrals, including the endpoint cases
- Minkowski's inequality for integrals, including $p = \infty$
- Monotone convergence for the integral
- Orthogonal decomposition by a closed subspace
- Riesz representation for Hilbert spaces
- Rational box-step functions form a countable dense subset of $L^p(\mathbb{R}^n)$ for $1 \le p < \infty$
- Continuity from below for measures
- Bolzano-Weierstrass: every bounded real sequence has a convergent subsequence
Used by
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Sources
- Christian Clason, Introduction to Finite Element Methods, lecture notes (standard reference, not scraped)
- Long Chen, Finite Element Methods for Parabolic Equations (standard reference, not scraped)