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UniformConvergenceCLM.lean
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651 lines (539 loc) Β· 31.9 KB
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/-
Copyright (c) 2022 Anatole Dedecker. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Anatole Dedecker, Yury Kudryashov
-/
module
public import Mathlib.Topology.Algebra.Algebra.Equiv
public import Mathlib.Topology.Algebra.Module.Equiv
public import Mathlib.Topology.Algebra.Module.UniformConvergence
public import Mathlib.Topology.Algebra.SeparationQuotient.Section
public import Mathlib.Topology.Hom.ContinuousEvalConst
/-!
# Topologies of uniform convergence on the space of continuous linear maps
In this file, we define the "topology of `π`-convergence" on `E βL[π] F`, where
`π : Set (Set E)`. It is the topology of uniform convergence on the elements of `π`.
Similarly to `UniformOnFun`, we define a type synonym `UniformConvergenceCLM` for
`E βL[π] F` endowed with this topology.
The lemma `UniformOnFun.continuousSMul_of_image_bounded` tells us that this is a
vector space topology if the continuous linear image of any element of `π` is bounded (in the sense
of `Bornology.IsVonNBounded`).
The most important examples for such topologies are:
- the topology of bounded convergence (also called the "strong topology" on the dual space),
when `π` is the set of `IsVonNBounded` subsets.
This coincides with the operator norm topology in the case of `NormedSpace`s,
and is declared as an instance on `E βL[π] F`
- the topology of pointwise convergence (also called "weak-\* topology"
or "strong-operator topology" depending on the context), when `π` is the set of finite
sets or the set of singletons. This is declared as an instance on `PointwiseConvergenceCLM`.
- the topology of compact convergence, when `π` is the set of compact
sets. This is declared as an instance on `CompactConvergenceCLM`.
## Main definitions
* `UniformConvergenceCLM` is a type synonym for `E βSL[Ο] F` equipped with the `π`-topology.
We denote it by `E βSLα΅€[Ο, π] F`.
* `UniformConvergenceCLM.instTopologicalSpace` is the topology mentioned above for an arbitrary `π`.
## Main statements
* `UniformConvergenceCLM.instIsTopologicalAddGroup` and
`UniformConvergenceCLM.instContinuousSMul` show that the strong topology
makes `E βL[π] F` a topological vector space, with the assumptions on `π` mentioned above.
## Notation
* `E βSLα΅€[Ο, π] F` is space of continuous linear maps equipped with the topology
of `π`-convergence.
## References
* [N. Bourbaki, *Topological Vector Spaces*][bourbaki1987]
## Tags
uniform convergence, bounded convergence
-/
@[expose] public section
open Bornology Filter Function Set Topology
open scoped UniformConvergence Uniformity
/-! ### π-Topologies -/
variable {πβ πβ : Type*} [NormedField πβ] [NormedField πβ] (Ο : πβ β+* πβ)
{E F G : Type*}
[AddCommGroup E] [Module πβ E] [TopologicalSpace E]
[AddCommGroup F] [Module πβ F]
variable (F)
/-- Given `E` and `F` two topological vector spaces and `π : Set (Set E)`, then
`UniformConvergenceCLM Ο F π` (denoted `E βSLα΅€[Ο, π] F`) is a type synonym of `E βSL[Ο] F` equipped
with the "topology of uniform convergence on the elements of `π`".
If the continuous linear image of any element of `π` is bounded, this makes `E βSL[Ο] F` a
topological vector space. -/
@[nolint unusedArguments]
def UniformConvergenceCLM [TopologicalSpace F] (_ : Set (Set E)) := E βSL[Ο] F
-- There seems to be a Lean bug here: the following causes troubles later
-- `notation:25 E " βSLα΅€[" Ο ", " π "] " F => UniformConvergenceCLM Ο (E := E) F π`
-- (probably because of `(E := E)` ?)
@[inherit_doc]
scoped[UniformConvergenceCLM]
notation:25 E' " βSLα΅€[" Ο ", " π "] " F => UniformConvergenceCLM Ο (E := E') F π
@[inherit_doc]
scoped[UniformConvergenceCLM]
notation:25 E' " βLα΅€[" R ", " π "] " F => UniformConvergenceCLM (RingHom.id R) (E := E') F π
namespace UniformConvergenceCLM
/-- Reinterpret `f : E βSL[Ο] F` as an element of `E βSLα΅€[Ο, π] F`. -/
@[implicit_reducible]
def ofFun [TopologicalSpace F] (π : Set (Set E)) : (E βSL[Ο] F) β (E βSLα΅€[Ο, π] F) :=
β¨fun x => x, fun x => x, fun _ => rfl, fun _ => rflβ©
instance instFunLike [TopologicalSpace F] (π : Set (Set E)) :
FunLike (E βSLα΅€[Ο, π] F) E F :=
inferInstanceAs <| FunLike (E βSL[Ο] F) E F
@[ext]
theorem ext [TopologicalSpace F] {π : Set (Set E)} {f g : E βSLα΅€[Ο, π] F}
(h : β x, f x = g x) : f = g :=
DFunLike.ext f g h
instance instContinuousSemilinearMapClass [TopologicalSpace F] (π : Set (Set E)) :
ContinuousSemilinearMapClass (E βSLα΅€[Ο, π] F) Ο E F :=
inferInstanceAs <| ContinuousSemilinearMapClass (E βSL[Ο] F) Ο E F
instance instTopologicalSpace [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E)) :
TopologicalSpace (E βSLα΅€[Ο, π] F) :=
(@UniformOnFun.topologicalSpace E F (IsTopologicalAddGroup.rightUniformSpace F) π).induced
(DFunLike.coe : (E βSLα΅€[Ο, π] F) β (E βα΅€[π] F))
theorem topologicalSpace_eq [UniformSpace F] [IsUniformAddGroup F] (π : Set (Set E)) :
instTopologicalSpace Ο F π = TopologicalSpace.induced (UniformOnFun.ofFun π β DFunLike.coe)
(UniformOnFun.topologicalSpace E F π) := by
rw [instTopologicalSpace]
congr
exact IsUniformAddGroup.rightUniformSpace_eq
/-- The uniform structure associated with `ContinuousLinearMap.strongTopology`. We make sure
that this has nice definitional properties. -/
instance instUniformSpace [UniformSpace F] [IsUniformAddGroup F]
(π : Set (Set E)) : UniformSpace (E βSLα΅€[Ο, π] F) :=
UniformSpace.replaceTopology
((UniformOnFun.uniformSpace E F π).comap (UniformOnFun.ofFun π β DFunLike.coe))
(by
rw [UniformConvergenceCLM.instTopologicalSpace, IsUniformAddGroup.rightUniformSpace_eq]; rfl)
theorem uniformSpace_eq [UniformSpace F] [IsUniformAddGroup F] (π : Set (Set E)) :
instUniformSpace Ο F π =
UniformSpace.comap (UniformOnFun.ofFun π β DFunLike.coe)
(UniformOnFun.uniformSpace E F π) := by
rw [instUniformSpace, UniformSpace.replaceTopology_eq]
@[simp]
theorem uniformity_toTopologicalSpace_eq [UniformSpace F] [IsUniformAddGroup F] (π : Set (Set E)) :
(UniformConvergenceCLM.instUniformSpace Ο F π).toTopologicalSpace =
UniformConvergenceCLM.instTopologicalSpace Ο F π :=
rfl
theorem isUniformInducing_coeFn [UniformSpace F] [IsUniformAddGroup F] (π : Set (Set E)) :
IsUniformInducing (Ξ± := E βSLα΅€[Ο, π] F) (UniformOnFun.ofFun π β DFunLike.coe) :=
β¨rflβ©
theorem isUniformEmbedding_coeFn [UniformSpace F] [IsUniformAddGroup F] (π : Set (Set E)) :
IsUniformEmbedding (Ξ± := E βSLα΅€[Ο, π] F) (UniformOnFun.ofFun π β DFunLike.coe) :=
β¨isUniformInducing_coeFn .., DFunLike.coe_injectiveβ©
theorem isEmbedding_coeFn [UniformSpace F] [IsUniformAddGroup F] (π : Set (Set E)) :
IsEmbedding (X := E βSLα΅€[Ο, π] F) (Y := E βα΅€[π] F)
(UniformOnFun.ofFun π β DFunLike.coe) :=
IsUniformEmbedding.isEmbedding (isUniformEmbedding_coeFn _ _ _)
instance instAddCommGroup [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E)) :
AddCommGroup (E βSLα΅€[Ο, π] F) :=
inferInstanceAs <| AddCommGroup (E βSL[Ο] F)
@[simp]
theorem neg_apply [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E))
(f : E βSLα΅€[Ο, π] F) (x : E) : (-f) x = -f x :=
rfl
@[simp]
theorem add_apply [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E))
(f g : E βSLα΅€[Ο, π] F) (x : E) : (f + g) x = f x + g x :=
rfl
@[simp]
theorem sum_apply {ΞΉ : Type*} [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E))
(t : Finset ΞΉ) (f : ΞΉ β E βSLα΅€[Ο, π] F) (x : E) :
(β d β t, f d) x = β d β t, (f d) x :=
ContinuousLinearMap.sum_apply t f x
@[simp]
theorem sub_apply [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E))
(f g : E βSLα΅€[Ο, π] F) (x : E) : (f - g) x = f x - g x :=
rfl
@[simp]
theorem coe_zero [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E)) :
β(0 : E βSLα΅€[Ο, π] F) = 0 :=
rfl
instance instIsUniformAddGroup [UniformSpace F] [IsUniformAddGroup F] (π : Set (Set E)) :
IsUniformAddGroup (E βSLα΅€[Ο, π] F) := by
let Ο : (E βSLα΅€[Ο, π] F) β+ E βα΅€[π] F :=
β¨β¨(DFunLike.coe : (E βSLα΅€[Ο, π] F) β E βα΅€[π] F), rflβ©, fun _ _ => rflβ©
exact (isUniformEmbedding_coeFn _ _ _).isUniformAddGroup Ο
instance instIsTopologicalAddGroup [TopologicalSpace F] [IsTopologicalAddGroup F]
(π : Set (Set E)) : IsTopologicalAddGroup (E βSLα΅€[Ο, π] F) := by
letI : UniformSpace F := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
infer_instance
theorem continuousEvalConst [TopologicalSpace F] [IsTopologicalAddGroup F]
(π : Set (Set E)) (hπ : ββ π = Set.univ) :
ContinuousEvalConst (E βSLα΅€[Ο, π] F) E F where
continuous_eval_const x := by
letI : UniformSpace F := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
exact (UniformOnFun.uniformContinuous_eval hπ x).continuous.comp
(isEmbedding_coeFn Ο F π).continuous
theorem t2Space [TopologicalSpace F] [IsTopologicalAddGroup F] [T2Space F]
(π : Set (Set E)) (hπ : ββ π = univ) : T2Space (E βSLα΅€[Ο, π] F) := by
letI : UniformSpace F := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
haveI : T2Space (E βα΅€[π] F) := UniformOnFun.t2Space_of_covering hπ
exact (isEmbedding_coeFn Ο F π).t2Space
instance instDistribMulAction (M : Type*) [Monoid M] [DistribMulAction M F] [SMulCommClass πβ M F]
[TopologicalSpace F] [IsTopologicalAddGroup F] [ContinuousConstSMul M F] (π : Set (Set E)) :
DistribMulAction M (E βSLα΅€[Ο, π] F) where
smul c f := (ofFun Ο F π) (c β’ (ofFun Ο F π).symm f)
__ : DistribMulAction M (E βSLα΅€[Ο, π] F) := inferInstanceAs <| DistribMulAction M (E βSL[Ο] F)
@[simp]
theorem smul_apply {M : Type*} [Monoid M] [DistribMulAction M F] [SMulCommClass πβ M F]
[TopologicalSpace F] [IsTopologicalAddGroup F] [ContinuousConstSMul M F] (π : Set (Set E))
(c : M) (f : E βSLα΅€[Ο, π] F) (x : E) :
(c β’ f) x = c β’ f x :=
rfl
instance instModule (R : Type*) [Semiring R] [Module R F] [SMulCommClass πβ R F]
[TopologicalSpace F] [ContinuousConstSMul R F] [IsTopologicalAddGroup F] (π : Set (Set E)) :
Module R (E βSLα΅€[Ο, π] F) :=
inferInstanceAs <| Module R (E βSL[Ο] F)
theorem continuousSMul [RingHomSurjective Ο] [RingHomIsometric Ο]
[TopologicalSpace F] [IsTopologicalAddGroup F] [ContinuousSMul πβ F] (π : Set (Set E))
(hπβ : β S β π, IsVonNBounded πβ S) :
ContinuousSMul πβ (E βSLα΅€[Ο, π] F) := by
letI : UniformSpace F := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
let Ο : (E βSLα΅€[Ο, π] F) ββ[πβ] E β F :=
β¨β¨DFunLike.coe, fun _ _ => rflβ©, fun _ _ => rflβ©
exact UniformOnFun.continuousSMul_induced_of_image_bounded πβ E F (E βSLα΅€[Ο, π] F) Ο
β¨rflβ© fun u s hs => (hπβ s hs).image u
theorem hasBasis_nhds_zero_of_basis [TopologicalSpace F] [IsTopologicalAddGroup F]
{ΞΉ : Type*} (π : Set (Set E)) (hπβ : π.Nonempty) (hπβ : DirectedOn (Β· β Β·) π) {p : ΞΉ β Prop}
{b : ΞΉ β Set F} (h : (π 0 : Filter F).HasBasis p b) :
(π (0 : E βSLα΅€[Ο, π] F)).HasBasis
(fun Si : Set E Γ ΞΉ => Si.1 β π β§ p Si.2)
fun Si => { f : E βSLα΅€[Ο, π] F | β x β Si.1, f x β b Si.2 } := by
letI : UniformSpace F := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
rw [(isEmbedding_coeFn Ο F π).isInducing.nhds_eq_comap]
exact (UniformOnFun.hasBasis_nhds_zero_of_basis π hπβ hπβ h).comap DFunLike.coe
theorem hasBasis_nhds_zero [TopologicalSpace F] [IsTopologicalAddGroup F]
(π : Set (Set E)) (hπβ : π.Nonempty) (hπβ : DirectedOn (Β· β Β·) π) :
(π (0 : E βSLα΅€[Ο, π] F)).HasBasis
(fun SV : Set E Γ Set F => SV.1 β π β§ SV.2 β (π 0 : Filter F)) fun SV =>
{ f : E βSLα΅€[Ο, π] F | β x β SV.1, f x β SV.2 } :=
hasBasis_nhds_zero_of_basis Ο F π hπβ hπβ (π 0).basis_sets
theorem nhds_zero_eq_of_basis [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E))
{ΞΉ : Type*} {p : ΞΉ β Prop} {b : ΞΉ β Set F} (h : (π 0 : Filter F).HasBasis p b) :
π (0 : E βSLα΅€[Ο, π] F) =
β¨
(s : Set E) (_ : s β π) (i : ΞΉ) (_ : p i),
π {f : E βSLα΅€[Ο, π] F | MapsTo f s (b i)} := by
letI : UniformSpace F := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
rw [(isEmbedding_coeFn Ο F π).isInducing.nhds_eq_comap,
UniformOnFun.nhds_eq_of_basis _ _ h.uniformity_of_nhds_zero]
simp [MapsTo]
theorem nhds_zero_eq [TopologicalSpace F] [IsTopologicalAddGroup F] (π : Set (Set E)) :
π (0 : E βSLα΅€[Ο, π] F) =
β¨
s β π, β¨
t β π (0 : F),
π {f : E βSLα΅€[Ο, π] F | MapsTo f s t} :=
nhds_zero_eq_of_basis _ _ _ (π 0).basis_sets
variable {F} in
theorem eventually_nhds_zero_mapsTo [TopologicalSpace F] [IsTopologicalAddGroup F]
{π : Set (Set E)} {s : Set E} (hs : s β π) {U : Set F} (hu : U β π 0) :
βαΆ f : E βSLα΅€[Ο, π] F in π 0, MapsTo f s U := by
rw [nhds_zero_eq]
apply_rules [mem_iInf_of_mem, mem_principal_self]
variable {Ο F} in
theorem isVonNBounded_image2_apply {R : Type*} [SeminormedRing R]
[TopologicalSpace F] [IsTopologicalAddGroup F]
[DistribMulAction R F] [ContinuousConstSMul R F] [SMulCommClass πβ R F]
{π : Set (Set E)} {S : Set (E βSLα΅€[Ο, π] F)} (hS : IsVonNBounded R S)
{s : Set E} (hs : s β π) : IsVonNBounded R (Set.image2 (fun f x β¦ f x) S s) := by
intro U hU
filter_upwards [hS (eventually_nhds_zero_mapsTo Ο hs hU)] with c hc
rw [image2_subset_iff]
intro f hf x hx
rcases hc hf with β¨g, hg, rflβ©
exact smul_mem_smul_set (hg hx)
variable {Ο F} in
/-- A set `S` of continuous linear maps with topology of uniform convergence on sets `s β π`
is von Neumann bounded iff for any `s β π`,
the set `{f x | (f β S) (x β s)}` is von Neumann bounded. -/
theorem isVonNBounded_iff {R : Type*} [NormedDivisionRing R]
[TopologicalSpace F] [IsTopologicalAddGroup F]
[Module R F] [ContinuousConstSMul R F] [SMulCommClass πβ R F]
{π : Set (Set E)} {S : Set (E βSLα΅€[Ο, π] F)} :
IsVonNBounded R S β β s β π, IsVonNBounded R (Set.image2 (fun f x β¦ f x) S s) := by
refine β¨fun hS s hs β¦ isVonNBounded_image2_apply hS hs, fun h β¦ ?_β©
simp_rw [isVonNBounded_iff_absorbing_le, nhds_zero_eq, le_iInf_iff, le_principal_iff]
intro s hs U hU
rw [Filter.mem_absorbing, Absorbs]
filter_upwards [h s hs hU, eventually_ne_cobounded 0] with c hc hcβ f hf
rw [mem_smul_set_iff_inv_smul_memβ hcβ]
intro x hx
simpa only [mem_smul_set_iff_inv_smul_memβ hcβ] using hc (mem_image2_of_mem hf hx)
instance instUniformContinuousConstSMul (M : Type*)
[Monoid M] [DistribMulAction M F] [SMulCommClass πβ M F]
[UniformSpace F] [IsUniformAddGroup F] [UniformContinuousConstSMul M F] (π : Set (Set E)) :
UniformContinuousConstSMul M (E βSLα΅€[Ο, π] F) :=
(isUniformInducing_coeFn Ο F π).uniformContinuousConstSMul fun _ _ β¦ by rfl
instance instContinuousConstSMul (M : Type*)
[Monoid M] [DistribMulAction M F] [SMulCommClass πβ M F]
[TopologicalSpace F] [IsTopologicalAddGroup F] [ContinuousConstSMul M F] (π : Set (Set E)) :
ContinuousConstSMul M (E βSLα΅€[Ο, π] F) :=
let _ := IsTopologicalAddGroup.rightUniformSpace F
have _ : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
have _ := uniformContinuousConstSMul_of_continuousConstSMul M F
inferInstance
theorem tendsto_iff_tendstoUniformlyOn {ΞΉ : Type*} {p : Filter ΞΉ} [UniformSpace F]
[IsUniformAddGroup F] (π : Set (Set E)) {a : ΞΉ β E βSLα΅€[Ο, π] F}
{aβ : E βSLα΅€[Ο, π] F} :
Filter.Tendsto a p (π aβ) β β s β π, TendstoUniformlyOn (a Β· Β·) aβ p s := by
rw [(isEmbedding_coeFn Ο F π).tendsto_nhds_iff, UniformOnFun.tendsto_iff_tendstoUniformlyOn]
rfl
variable {F} in
theorem isUniformInducing_postcomp
[AddCommGroup G] [UniformSpace G] [IsUniformAddGroup G]
{πβ : Type*} [NormedField πβ] [Module πβ G]
{Ο : πβ β+* πβ} {Ο : πβ β+* πβ} [RingHomCompTriple Ο Ο Ο] [UniformSpace F] [IsUniformAddGroup F]
(g : F βSL[Ο] G) (hg : IsUniformInducing g) (π : Set (Set E)) :
IsUniformInducing (Ξ± := E βSLα΅€[Ο, π] F) (Ξ² := E βSLα΅€[Ο, π] G)
g.comp := by
rw [β (isUniformInducing_coeFn _ _ _).of_comp_iff]
exact (UniformOnFun.postcomp_isUniformInducing hg).comp (isUniformInducing_coeFn _ _ _)
variable {F} in
theorem isUniformEmbedding_postcomp
[AddCommGroup G] [UniformSpace G] [IsUniformAddGroup G]
{πβ : Type*} [NormedField πβ] [Module πβ G]
{Ο : πβ β+* πβ} {Ο : πβ β+* πβ} [RingHomCompTriple Ο Ο Ο] [UniformSpace F] [IsUniformAddGroup F]
(g : F βSL[Ο] G) (hg : IsUniformEmbedding g) (π : Set (Set E)) :
IsUniformEmbedding (Ξ± := E βSLα΅€[Ο, π] F) (Ξ² := E βSLα΅€[Ο, π] G)
g.comp :=
.mk (isUniformInducing_postcomp _ g hg.isUniformInducing _) fun _ _ β¦ g.cancel_left hg.injective
theorem completeSpace [UniformSpace F] [IsUniformAddGroup F] [ContinuousSMul πβ F] [CompleteSpace F]
{π : Set (Set E)} (hπ : IsCoherentWith π) (hπU : ββ π = univ) :
CompleteSpace (E βSLα΅€[Ο, π] F) := by
wlog hF : T2Space F generalizing F
Β· rw [(isUniformInducing_postcomp Ο (SeparationQuotient.mkCLM πβ F)
SeparationQuotient.isUniformInducing_mk _).completeSpace_congr]
exacts [this _ inferInstance, SeparationQuotient.postcomp_mkCLM_surjective F Ο E]
rw [completeSpace_iff_isComplete_range (isUniformInducing_coeFn _ _ _)]
apply IsClosed.isComplete
have Hβ : IsClosed {f : E βα΅€[π] F | Continuous ((UniformOnFun.toFun π) f)} :=
UniformOnFun.isClosed_setOf_continuous hπ
convert Hβ.inter <| (LinearMap.isClosed_range_coe E F Ο).preimage
(UniformOnFun.uniformContinuous_toFun hπU).continuous
exact ContinuousLinearMap.range_coeFn_eq
variable {πβ πβ : Set (Set E)}
theorem uniformSpace_mono [UniformSpace F] [IsUniformAddGroup F] (h : πβ β πβ) :
instUniformSpace Ο F πβ β€ instUniformSpace Ο F πβ := by
simp_rw [uniformSpace_eq]
exact UniformSpace.comap_mono (UniformOnFun.mono (le_refl _) h)
theorem topologicalSpace_mono [TopologicalSpace F] [IsTopologicalAddGroup F] (h : πβ β πβ) :
instTopologicalSpace Ο F πβ β€ instTopologicalSpace Ο F πβ := by
letI := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
simp_rw [β uniformity_toTopologicalSpace_eq]
exact UniformSpace.toTopologicalSpace_mono (uniformSpace_mono Ο F h)
variable {πβ : Type*} [NontriviallyNormedField πβ] {Ο : πβ β+* πβ} [Module πβ E] in
variable {F} in
/-- Let `π` be a family of bounded subsets of `F`, and `B : E Γ F β G` a bilinear map.
If `B` is (jointly) continuous, then it is `π`-**hypocontinuous**:
in curried form, it defines a continuous linear map `E βL[π] (F βLα΅€[π, π] G)`.
Note that, in full generality, the converse is not true.
See also `ContinuousLinearMap.continuous_of_continuous_uncurry`. -/
protected theorem continuous_of_continuous_uncurry [AddCommGroup G]
{πβ : Type*} [NormedField πβ] [Module πβ G]
{Ο : πβ β+* πβ} [RingHomSurjective Ο]
[TopologicalSpace F] [IsTopologicalAddGroup F] [ContinuousConstSMul πβ F]
[TopologicalSpace G] [IsTopologicalAddGroup G] [ContinuousConstSMul πβ G]
{π : Set (Set E)} (hπ : β s β π, IsVonNBounded πβ s)
(B : G βββ[Ο] (E βSLα΅€[Ο, π] F))
(hB : Continuous (fun p : G Γ E β¦ B p.1 p.2)) :
Continuous B := by
apply continuous_of_tendsto_nhds_zero
suffices β s β π, β U β π 0, βαΆ (g : G) in π 0, β e β s, B g e β U by
simpa [UniformConvergenceCLM.nhds_zero_eq, MapsTo]
intro S hS U hU
rcases mem_nhds_prod_iff.mp <| hB.tendsto' (0 : G Γ E) 0 (by simp) hU
with β¨V, hV, W, hW, hVWβ©
rcases (hπ S hS) hW |>.eventually_nhdsNE_zero.and eventually_mem_nhdsWithin |>.exists with
β¨c, hc, c_ne : c β 0β©
rcases RingHom.surjective Ο (Ο c) with β¨d, hdβ©
have d_ne : d β 0 := by rwa [β map_ne_zero Ο, hd, map_ne_zero Ο]
filter_upwards [(set_smul_mem_nhds_zero_iff d_ne).mpr hV]
rintro _ β¨a, ha, rflβ© x hx
rw [map_smulββ, hd, UniformConvergenceCLM.smul_apply, β map_smulββ]
exact @hVW β¨_, _β© β¨ha, hc hxβ©
section Equiv
variable [TopologicalSpace F] [IsTopologicalAddGroup F] [ContinuousConstSMul πβ F] (π : Set (Set E))
/-- The linear equivalence that maps a continuous linear map to the type copy endowed with the
uniform convergence topology. -/
def _root_.ContinuousLinearMap.toUniformConvergenceCLM :
(E βSL[Ο] F) ββ[πβ] E βSLα΅€[Ο, π] F where
__ := LinearEquiv.refl _ _
variable {Ο F π}
@[simp]
lemma _root_.ContinuousLinearMap.toUniformConvergenceCLM_apply {A : E βSL[Ο] F} {x : E} :
ContinuousLinearMap.toUniformConvergenceCLM Ο F π A x = A x := rfl
@[simp]
lemma _root_.ContinuousLinearMap.toUniformConvergenceCLM_symm_apply
{A : E βSLα΅€[Ο, π] F} {x : E} :
(ContinuousLinearMap.toUniformConvergenceCLM Ο F π).symm A x = A x := rfl
end Equiv
end UniformConvergenceCLM
namespace ContinuousLinearMap
open scoped UniformConvergenceCLM
variable {πβ πβ πβ : Type*} [NormedField πβ] [NormedField πβ] [NormedField πβ] {Ο : πβ β+* πβ}
{Ο : πβ β+* πβ} {Ο : πβ β+* πβ} [RingHomCompTriple Ο Ο Ο] {E F G : Type*} [AddCommGroup E]
[Module πβ E] [AddCommGroup F] [Module πβ F]
[AddCommGroup G] [Module πβ G] [TopologicalSpace E] [TopologicalSpace F] [TopologicalSpace G]
variable (π : Set (Set E)) (π : Set (Set F))
variable (G) in
/-- Pre-composition by a *fixed* continuous linear map as a continuous linear map for the uniform
convergence topology. -/
@[simps]
def precompUniformConvergenceCLM [IsTopologicalAddGroup G] [ContinuousConstSMul πβ G]
(L : E βSL[Ο] F) (hL : MapsTo (L '' Β·) π π) :
(F βSLα΅€[Ο, π] G) βL[πβ] (E βSLα΅€[Ο, π] G) where
toFun f := f.comp L
map_add' f g := add_comp f g L
map_smul' a f := smul_comp a f L
cont := by
letI : UniformSpace G := IsTopologicalAddGroup.rightUniformSpace G
haveI : IsUniformAddGroup G := isUniformAddGroup_of_addCommGroup
rw [(UniformConvergenceCLM.isEmbedding_coeFn _ _ _).continuous_iff]
exact (UniformOnFun.precomp_uniformContinuous hL).continuous.comp
(UniformConvergenceCLM.isEmbedding_coeFn _ _ _).continuous
@[deprecated (since := "2026-01-27")]
alias precomp_uniformConvergenceCLM := precompUniformConvergenceCLM
@[deprecated (since := "2026-01-27")]
alias precomp_uniformConvergenceCLM_apply := precompUniformConvergenceCLM_apply
/-- Post-composition by a *fixed* continuous linear map as a continuous linear map for the uniform
convergence topology. -/
@[simps]
def postcompUniformConvergenceCLM [IsTopologicalAddGroup F] [IsTopologicalAddGroup G]
[ContinuousConstSMul πβ G] [ContinuousConstSMul πβ F] (L : F βSL[Ο] G) :
(E βSLα΅€[Ο, π] F) βSL[Ο] (E βSLα΅€[Ο, π] G) where
toFun f := L.comp f
map_add' := comp_add L
map_smul' := comp_smulββ L
cont := by
letI : UniformSpace G := IsTopologicalAddGroup.rightUniformSpace G
haveI : IsUniformAddGroup G := isUniformAddGroup_of_addCommGroup
letI : UniformSpace F := IsTopologicalAddGroup.rightUniformSpace F
haveI : IsUniformAddGroup F := isUniformAddGroup_of_addCommGroup
rw [(UniformConvergenceCLM.isEmbedding_coeFn _ _ _).continuous_iff]
exact
(UniformOnFun.postcomp_uniformContinuous L.uniformContinuous).continuous.comp
(UniformConvergenceCLM.isEmbedding_coeFn _ _ _).continuous
@[deprecated (since := "2026-01-27")]
alias postcomp_uniformConvergenceCLM := postcompUniformConvergenceCLM
@[deprecated (since := "2026-01-27")]
alias postcomp_uniformConvergenceCLM_apply := postcompUniformConvergenceCLM_apply
end ContinuousLinearMap
/-! ### Continuous linear equivalences -/
section Pi
open scoped UniformConvergenceCLM
variable (π : Type*) [NormedField π] {E ΞΉ : Type*} (F : ΞΉ β Type*)
[AddCommGroup E] [Module π E] [TopologicalSpace E]
[β i, AddCommGroup (F i)] [β i, Module π (F i)] [β i, TopologicalSpace (F i)]
[β i, IsTopologicalAddGroup (F i)] [β i, ContinuousConstSMul π (F i)]
/-- `ContinuousLinearMap.pi`, upgraded to a continuous linear equivalence between
`Ξ i, E βLα΅€[π, π] F i` and `E βLα΅€[π, π] Ξ i, F i`. -/
def UniformConvergenceCLM.piEquivL (π : Set (Set E)) :
(Ξ i, E βLα΅€[π, π] F i) βL[π] (E βLα΅€[π, π] Ξ i, F i) :=
letI : β i, UniformSpace (F i) := fun i β¦ IsTopologicalAddGroup.rightUniformSpace (F i)
haveI : β i, IsUniformAddGroup (F i) := fun i β¦ isUniformAddGroup_of_addCommGroup
{ toFun F := ContinuousLinearMap.pi F
invFun f i := (ContinuousLinearMap.proj i).comp f
map_add' _ _ := by ext; rfl
map_smul' _ _ := by ext; rfl
left_inv _ := by ext; rfl
right_inv _ := by ext; rfl
continuous_toFun := by
rw [UniformConvergenceCLM.isEmbedding_coeFn _ _ _ |>.continuous_iff]
rw [UniformOnFun.uniformEquivPiComm _ _ |>.isUniformEmbedding.isEmbedding.continuous_iff]
refine continuous_pi fun i β¦ ?_
exact UniformConvergenceCLM.isEmbedding_coeFn _ _ _ |>.continuous.comp (continuous_apply i)
continuous_invFun := by
apply continuous_pi (A := fun i β¦ E βLα΅€[π, π] F i) fun i β¦ ?_
exact (ContinuousLinearMap.proj i : (Ξ j, F j) βL[π] F i).postcompUniformConvergenceCLM π
|>.continuous}
@[simp]
lemma UniformConvergenceCLM.piEquivL_apply (π : Set (Set E))
(T : Ξ i, E βLα΅€[π, π] F i) (e : E) (i : ΞΉ) :
piEquivL π F π T e i = T i e :=
rfl
@[simp]
lemma UniformConvergenceCLM.piEquivL_symm_apply (π : Set (Set E))
(T : E βLα΅€[π, π] Ξ i, F i) (e : E) (i : ΞΉ) :
(piEquivL π F π).symm T i e = T e i :=
rfl
end Pi
open ContinuousLinearMap
namespace ContinuousLinearEquiv
open scoped UniformConvergenceCLM
section Semilinear
variable {π : Type*} {πβ : Type*} {πβ : Type*} {πβ : Type*} {E : Type*} {F : Type*}
{G : Type*} {H : Type*} [AddCommGroup E] [AddCommGroup F] [AddCommGroup G] [AddCommGroup H]
[NormedField π] [NormedField πβ] [NormedField πβ] [NormedField πβ]
[Module π E] [Module πβ F] [Module πβ G] [Module πβ H]
[TopologicalSpace E] [TopologicalSpace F] [TopologicalSpace G] [TopologicalSpace H]
[IsTopologicalAddGroup G] [IsTopologicalAddGroup H]
[ContinuousConstSMul πβ G] [ContinuousConstSMul πβ H]
{Οββ : π β+* πβ} {Οββ : πβ β+* π} {Οββ : πβ β+* πβ} {Οββ : π β+* πβ}
{Οββ : πβ β+* πβ} {Οββ : πβ β+* πβ} {Οββ : πβ β+* πβ} {Οββ : π β+* πβ} [RingHomInvPair Οββ Οββ]
[RingHomInvPair Οββ Οββ] [RingHomInvPair Οββ Οββ] [RingHomInvPair Οββ Οββ]
[RingHomCompTriple Οββ Οββ Οββ] [RingHomCompTriple Οββ Οββ Οββ] [RingHomCompTriple Οββ Οββ Οββ]
[RingHomCompTriple Οββ Οββ Οββ] [RingHomCompTriple Οββ Οββ Οββ] [RingHomCompTriple Οββ Οββ Οββ]
/-- A pair of continuous (semi)linear equivalences generates a (semi)linear equivalence between the
spaces of continuous (semi)linear maps. This version is for the type alias
`UniformConvergenceCLM`. -/
def uniformConvergenceCLMCongrSL (eββ : E βSL[Οββ] F) (eββ : H βSL[Οββ] G)
(π : Set (Set E)) (π : Set (Set F))
(h : β t, t β π β eββ β»ΒΉ' t β π) :
(E βSLα΅€[Οββ, π] H) βSL[Οββ] (F βSLα΅€[Οββ, π] G) :=
haveI mapstoβ : MapsTo (eββ '' Β·) π π := fun s β¦ by simp [h, preimage_image_eq _ eββ.injective]
haveI mapstoβ : MapsTo (eββ.symm '' Β·) π π := fun t β¦ by simp [h, eββ.image_symm_eq_preimage]
{ eββ.arrowCongrEquivββ eββ with
-- given explicitly to help `simps`
toFun := fun L => (eββ : H βSL[Οββ] G).comp (L.comp (eββ.symm : F βSL[Οββ] E))
-- given explicitly to help `simps`
invFun := fun L => (eββ.symm : G βSL[Οββ] H).comp (L.comp (eββ : E βSL[Οββ] F))
continuous_toFun := ((postcompUniformConvergenceCLM _ eββ.toContinuousLinearMap).comp
(precompUniformConvergenceCLM H _ _ eββ.symm.toContinuousLinearMap mapstoβ)).continuous
continuous_invFun :=
((precompUniformConvergenceCLM H _ _ eββ.toContinuousLinearMap mapstoβ).comp
(postcompUniformConvergenceCLM _ eββ.symm.toContinuousLinearMap)).continuous }
@[simp]
lemma uniformConvergenceCLMCongrSL_apply (eββ : E βSL[Οββ] F) (eββ : H βSL[Οββ] G)
(π : Set (Set E)) (π : Set (Set F))
(h : β t, t β π β eββ β»ΒΉ' t β π) (Ο : E βSLα΅€[Οββ, π] H) (f : F) :
uniformConvergenceCLMCongrSL eββ eββ π π h Ο f = eββ (Ο (eββ.symm f)) :=
rfl
@[simp]
lemma uniformConvergenceCLMCongrSL_symm_apply (eββ : E βSL[Οββ] F) (eββ : H βSL[Οββ] G)
(π : Set (Set E)) (π : Set (Set F))
(h : β t, t β π β eββ β»ΒΉ' t β π) (Ο : F βSLα΅€[Οββ, π] G) (e : E) :
(uniformConvergenceCLMCongrSL eββ eββ π π h).symm Ο e = eββ.symm (Ο (eββ e)) :=
rfl
end Semilinear
section Linear
variable {π : Type*} {E : Type*} {F : Type*} {G : Type*} {H : Type*}
[AddCommGroup E] [AddCommGroup F] [AddCommGroup G] [AddCommGroup H]
[NormedField π] [Module π E] [Module π F] [Module π G] [Module π H]
[TopologicalSpace E] [TopologicalSpace F] [TopologicalSpace G] [TopologicalSpace H]
[IsTopologicalAddGroup G] [IsTopologicalAddGroup H]
[ContinuousConstSMul π G] [ContinuousConstSMul π H]
/-- A pair of continuous linear equivalences generates a continuous linear equivalence between
the spaces of continuous linear maps. This version is for the type alias
`UniformConvergenceCLM`. -/
def uniformConvergenceCLMCongr (eβ : E βL[π] F) (eβ : H βL[π] G)
(π : Set (Set E)) (π : Set (Set F))
(h : β t, t β π β eβ β»ΒΉ' t β π) :
(E βLα΅€[π, π] H) βL[π] (F βLα΅€[π, π] G) :=
eβ.uniformConvergenceCLMCongrSL eβ π π h
@[simp]
lemma uniformConvergenceCLMCongr_apply (eβ : E βL[π] F) (eβ : H βL[π] G)
(π : Set (Set E)) (π : Set (Set F))
(h : β t, t β π β eβ β»ΒΉ' t β π) (Ο : E βLα΅€[π, π] H) (f : F) :
uniformConvergenceCLMCongr eβ eβ π π h Ο f = eβ (Ο (eβ.symm f)) :=
rfl
@[simp]
lemma uniformConvergenceCLMCongr_symm_apply (eβ : E βL[π] F) (eβ : H βL[π] G)
(π : Set (Set E)) (π : Set (Set F))
(h : β t, t β π β eβ β»ΒΉ' t β π) (Ο : F βLα΅€[π, π] G) (e : E) :
(uniformConvergenceCLMCongr eβ eβ π π h).symm Ο e = eβ.symm (Ο (eβ e)) :=
rfl
end Linear
end ContinuousLinearEquiv