OAI/Analysis/Nonexpansive/CompactMapSemigroup.lean
7 declarations, 0 contain sorry, 0 declared as axioms
Compact semigroups of nonexpansive selfmaps
Convexity converts pointwise weak closure into finite simultaneous norm approximation. This justifies composition of limits without asserting weak continuity of an arbitrary nonlinear map. Fixed right translations are continuous and the compact semigroup theorem then gives an idempotent.
- def
OAI.ReflexiveFixedPoints.WeakSelfMap.ConvexFamilyline 33Source documentation
Convexity of an actual map family is measured in its ambient function vector space. The subtype of points of
Kneed not be a vector space.def ConvexFamily (B : Set (WeakSelfMap K)) : Prop := …
Mentions: OAI.ReflexiveFixedPoints.WeakSelfMap
- theorem
OAI.ReflexiveFixedPoints.WeakSelfMap.exists_finite_norm_approxline 37Source documentation
One actual member approximates at all the chosen arguments.
theorem exists_finite_norm_approx {B : Set (WeakSelfMap K)} (hB : ConvexFamily B) {h : WeakSelfMap K} (hh : h ∈ closure B) {ι : Type v} [Fintype ι] (a : ι → K) {ε : ℝ} (hε : 0 < ε) : ∃ g ∈ B, ∀ i, dist (toNorm g (a i)) (toNorm h (a i)) < ε := by …Mentions: OAI.ReflexiveFixedPoints.WeakSelfMap, OAI.ReflexiveFixedPoints.WeakSelfMap.ConvexFamily, OAI.ReflexiveFixedPoints.WeakSelfMap.toNorm
- theorem
OAI.ReflexiveFixedPoints.WeakSelfMap.exists_finset_norm_approxline 50 - theorem
OAI.ReflexiveFixedPoints.WeakSelfMap.nonexpansive_of_mem_closureline 60Source documentation
Nonexpansiveness passes to pointwise weak closure of a convex family.
theorem nonexpansive_of_mem_closure {B : Set (WeakSelfMap K)} (hB : ConvexFamily B) (hLip : ∀ g ∈ B, LipschitzWith 1 (toNorm g)) {h : WeakSelfMap K} (hh : h ∈ closure B) : LipschitzWith 1 (toNorm h) := by …Mentions: OAI.ReflexiveFixedPoints.WeakSelfMap, OAI.ReflexiveFixedPoints.WeakSelfMap.ConvexFamily, OAI.ReflexiveFixedPoints.WeakSelfMap.toNorm
- theorem
OAI.ReflexiveFixedPoints.WeakSelfMap.mem_closure_of_finite_norm_approxline 86Source documentation
Finite norm approximations suffice for membership in weak closure.
theorem mem_closure_of_finite_norm_approx {B : Set (WeakSelfMap K)} {h : WeakSelfMap K} (happrox : ∀ (s : Finset K) (ε : ℝ), 0 < ε → ∃ g ∈ B, ∀ a ∈ s, dist (toNorm g a) (toNorm h a) < ε) : h ∈ closure B := by …Mentions: OAI.ReflexiveFixedPoints.WeakSelfMap, OAI.ReflexiveFixedPoints.WeakSelfMap.toNorm
- theorem
OAI.ReflexiveFixedPoints.WeakSelfMap.comp_mem_closureline 104Source documentation
The closure is composition-closed using two finite simultaneous approximations, both evaluated at arguments fixed before approximation.
theorem comp_mem_closure {B : Set (WeakSelfMap K)} (hB : ConvexFamily B) (hLip : ∀ g ∈ B, LipschitzWith 1 (toNorm g)) (hcomp : ∀ f ∈ B, ∀ g ∈ B, comp f g ∈ B) {h k : WeakSelfMap K} (hh : h ∈ closure B) (hk : k ∈ closure B) : comp h k ∈ closure B := by …Mentions: OAI.ReflexiveFixedPoints.WeakSelfMap, OAI.ReflexiveFixedPoints.WeakSelfMap.ConvexFamily, OAI.ReflexiveFixedPoints.WeakSelfMap.toNorm, OAI.ReflexiveFixedPoints.WeakSelfMap.comp
- theorem
OAI.ReflexiveFixedPoints.WeakSelfMap.exists_idempotent_in_iInter_closureline 132Source documentation
A decreasing family of nonempty convex composition-closed families of nonexpansive maps has an idempotent in the intersection of its pointwise weak closures.
theorem exists_idempotent_in_iInter_closure [CompactSpace (WeakCarrier K)] [T2Space (WeakCarrier K)] (B : ℕ → Set (WeakSelfMap K)) (hBn : ∀ n, (B n).Nonempty) (hBanti : Antitone B) (hBconv : ∀ n, ConvexFamily (B n)) (hBLip : ∀ n g, g ∈ B n → LipschitzWith 1 (toNorm g)) (hBcomp : ∀ n f, f ∈ B n → ∀ g, g ∈ B n → comp f g ∈ B n) : ∃ P ∈ ⋂ n, closure (B n), comp P P = P ∧ LipschitzWith 1 (toNorm P) := by …Mentions: OAI.ReflexiveFixedPoints.WeakCarrier, OAI.ReflexiveFixedPoints.WeakSelfMap, OAI.ReflexiveFixedPoints.WeakSelfMap.ConvexFamily, OAI.ReflexiveFixedPoints.WeakSelfMap.toNorm, OAI.ReflexiveFixedPoints.WeakSelfMap.comp