Weak dual of normed space #
Let E
be a normed space over a field ๐
. This file is concerned with properties of the weak-*
topology on the dual of E
. By the dual, we mean either of the type synonyms
normed_space.dual ๐ E
or weak_dual ๐ E
, depending on whether it is viewed as equipped with its
usual operator norm topology or the weak-* topology.
It is shown that the canonical mapping normed_space.dual ๐ E โ weak_dual ๐ E
is continuous, and
as a consequence the weak-* topology is coarser than the topology obtained from the operator norm
(dual norm).
The file is a stub, some TODOs below.
Main definitions #
The main definitions concern the canonical mapping dual ๐ E โ weak_dual ๐ E
.
normed_space.dual.to_weak_dual
andweak_dual.to_normed_dual
: Linear equivalences fromdual ๐ E
toweak_dual ๐ E
and in the converse direction.normed_space.dual.continuous_linear_map_to_weak_dual
: A continuous linear mapping fromdual ๐ E
toweak_dual ๐ E
(same asnormed_space.dual.to_weak_dual
but different bundled data).
Main results #
The first main result concerns the comparison of the operator norm topology on dual ๐ E
and the
weak-* topology on (its type synonym) weak_dual ๐ E
:
dual_norm_topology_le_weak_dual_topology
: The weak-* topology on the dual of a normed space is coarser (not necessarily strictly) than the operator norm topology.
TODOs:
- Add that in finite dimensions, the weak-* topology and the dual norm topology coincide.
- Add that in infinite dimensions, the weak-* topology is strictly coarser than the dual norm topology.
- Add Banach-Alaoglu theorem (general version maybe in
topology.algebra.module.weak_dual
). - Add metrizability of the dual unit ball (more generally bounded subsets) of
weak_dual ๐ E
under the assumption of separability ofE
. Sequential Banach-Alaoglu theorem would then follow from the general one.
Notations #
No new notation is introduced.
Implementation notes #
Weak-* topology is defined generally in the file topology.algebra.module.weak_dual
.
When E
is a normed space, the duals dual ๐ E
and weak_dual ๐ E
are type synonyms with
different topology instances.
References #
Tags #
weak-star, weak dual
Weak star topology on duals of normed spaces #
In this section, we prove properties about the weak-* topology on duals of normed spaces.
We prove in particular that the canonical mapping dual ๐ E โ weak_dual ๐ E
is continuous,
i.e., that the weak-* topology is coarser (not necessarily strictly) than the topology given
by the dual-norm (i.e. the operator-norm).
For normed spaces E
, there is a canonical map dual ๐ E โ weak_dual ๐ E
(the "identity"
mapping). It is a linear equivalence.
Equations
- normed_space.dual.to_weak_dual = linear_equiv.refl ๐ (E โL[๐] ๐)
For normed spaces E
, there is a canonical map weak_dual ๐ E โ dual ๐ E
(the "identity"
mapping). It is a linear equivalence. Here it is implemented as the inverse of the linear
equivalence normed_space.dual.to_weak_dual
in the other direction.
For a normed space E
, according to to_weak_dual_continuous
the "identity mapping"
dual ๐ E โ weak_dual ๐ E
is continuous. This definition implements it as a continuous linear
map.
Equations
- normed_space.dual.continuous_linear_map_to_weak_dual = {to_linear_map := {to_fun := normed_space.dual.to_weak_dual.to_fun, map_add' := _, map_smul' := _}, cont := _}
The weak-star topology is coarser than the dual-norm topology.
The polar set polar ๐ s
of s : set E
seen as a subset of the dual of E
with the
weak-star topology is weak_dual.polar ๐ s
.
Equations
- weak_dual.polar ๐ s = โweak_dual.to_normed_dual โปยน' polar ๐ s
The polar polar ๐ s
of a set s : E
is a closed subset when the weak star topology
is used, i.e., when polar ๐ s
is interpreted as a subset of weak_dual ๐ E
.