Datasets:
Tasks:
Text Generation
Modalities:
Text
Sub-tasks:
language-modeling
Languages:
English
Size:
100K - 1M
License:
/- | |
Copyright (c) 2022 Sébastien Gouëzel. All rights reserved. | |
Released under Apache 2.0 license as described in the file LICENSE. | |
Authors: Sébastien Gouëzel | |
-/ | |
import tactic.ring_exp | |
import topology.metric_space.hausdorff_distance | |
/-! | |
# Topological study of spaces `Π (n : ℕ), E n` | |
When `E n` are topological spaces, the space `Π (n : ℕ), E n` is naturally a topological space | |
(with the product topology). When `E n` are uniform spaces, it also inherits a uniform structure. | |
However, it does not inherit a canonical metric space structure of the `E n`. Nevertheless, one | |
can put a noncanonical metric space structure (or rather, several of them). This is done in this | |
file. | |
## Main definitions and results | |
One can define a combinatorial distance on `Π (n : ℕ), E n`, as follows: | |
* `pi_nat.cylinder x n` is the set of points `y` with `x i = y i` for `i < n`. | |
* `pi_nat.first_diff x y` is the first index at which `x i ≠ y i`. | |
* `pi_nat.dist x y` is equal to `(1/2) ^ (first_diff x y)`. It defines a distance | |
on `Π (n : ℕ), E n`, compatible with the topology when the `E n` have the discrete topology. | |
* `pi_nat.metric_space`: the metric space structure, given by this distance. Not registered as an | |
instance. This space is a complete metric space. | |
* `pi_nat.metric_space_of_discrete_uniformity`: the same metric space structure, but adjusting the | |
uniformity defeqness when the `E n` already have the discrete uniformity. Not registered as an | |
instance | |
* `pi_nat.metric_space_nat_nat`: the particular case of `ℕ → ℕ`, not registered as an instance. | |
These results are used to construct continuous functions on `Π n, E n`: | |
* `pi_nat.exists_retraction_of_is_closed`: given a nonempty closed subset `s` of `Π (n : ℕ), E n`, | |
there exists a retraction onto `s`, i.e., a continuous map from the whole space to `s` | |
restricting to the identity on `s`. | |
* `exists_nat_nat_continuous_surjective_of_complete_space`: given any nonempty complete metric | |
space with second-countable topology, there exists a continuous surjection from `ℕ → ℕ` onto | |
this space. | |
One can also put distances on `Π (i : ι), E i` when the spaces `E i` are metric spaces (not discrete | |
in general), and `ι` is countable. | |
* `pi_countable.dist` is the distance on `Π i, E i` given by | |
`dist x y = ∑' i, min (1/2)^(encode i) (dist (x i) (y i))`. | |
* `pi_countable.metric_space` is the corresponding metric space structure, adjusted so that | |
the uniformity is definitionally the product uniformity. Not registered as an instance. | |
-/ | |
noncomputable theory | |
open_locale classical topological_space filter | |
open topological_space set metric filter function | |
local attribute [simp] pow_le_pow_iff one_lt_two inv_le_inv | |
variable {E : ℕ → Type*} | |
namespace pi_nat | |
/-! ### The first_diff function -/ | |
/-- In a product space `Π n, E n`, then `first_diff x y` is the first index at which `x` and `y` | |
differ. If `x = y`, then by convention we set `first_diff x x = 0`. -/ | |
@[irreducible, pp_nodot] def first_diff (x y : Π n, E n) : ℕ := | |
if h : x ≠ y then nat.find (ne_iff.1 h) else 0 | |
lemma apply_first_diff_ne {x y : Π n, E n} (h : x ≠ y) : | |
x (first_diff x y) ≠ y (first_diff x y) := | |
begin | |
rw [first_diff, dif_pos h], | |
exact nat.find_spec (ne_iff.1 h), | |
end | |
lemma apply_eq_of_lt_first_diff {x y : Π n, E n} {n : ℕ} (hn : n < first_diff x y) : | |
x n = y n := | |
begin | |
rw first_diff at hn, | |
split_ifs at hn, | |
{ convert nat.find_min (ne_iff.1 h) hn, | |
simp }, | |
{ exact (not_lt_zero' hn).elim } | |
end | |
lemma first_diff_comm (x y : Π n, E n) : | |
first_diff x y = first_diff y x := | |
begin | |
rcases eq_or_ne x y with rfl|hxy, { refl }, | |
rcases lt_trichotomy (first_diff x y) (first_diff y x) with h|h|h, | |
{ exact (apply_first_diff_ne hxy (apply_eq_of_lt_first_diff h).symm).elim }, | |
{ exact h }, | |
{ exact (apply_first_diff_ne hxy.symm (apply_eq_of_lt_first_diff h).symm).elim } | |
end | |
lemma min_first_diff_le (x y z : Π n, E n) (h : x ≠ z) : | |
min (first_diff x y) (first_diff y z) ≤ first_diff x z := | |
begin | |
by_contra' H, | |
have : x (first_diff x z) = z (first_diff x z), from calc | |
x (first_diff x z) = y (first_diff x z) : | |
apply_eq_of_lt_first_diff (H.trans_le (min_le_left _ _)) | |
... = z ((first_diff x z)) : apply_eq_of_lt_first_diff (H.trans_le (min_le_right _ _)), | |
exact (apply_first_diff_ne h this).elim, | |
end | |
/-! ### Cylinders -/ | |
/-- In a product space `Π n, E n`, the cylinder set of length `n` around `x`, denoted | |
`cylinder x n`, is the set of sequences `y` that coincide with `x` on the first `n` symbols, i.e., | |
such that `y i = x i` for all `i < n`. | |
-/ | |
def cylinder (x : Π n, E n) (n : ℕ) : set (Π n, E n) := | |
{y | ∀ i, i < n → y i = x i} | |
lemma cylinder_eq_pi (x : Π n, E n) (n : ℕ) : | |
cylinder x n = set.pi (finset.range n : set ℕ) (λ (i : ℕ), {x i}) := | |
by { ext y, simp [cylinder] } | |
@[simp] lemma cylinder_zero (x : Π n, E n) : cylinder x 0 = univ := | |
by simp [cylinder_eq_pi] | |
lemma cylinder_anti (x : Π n, E n) {m n : ℕ} (h : m ≤ n) : cylinder x n ⊆ cylinder x m := | |
λ y hy i hi, hy i (hi.trans_le h) | |
@[simp] lemma mem_cylinder_iff {x y : Π n, E n} {n : ℕ} : | |
y ∈ cylinder x n ↔ ∀ i, i < n → y i = x i := | |
iff.rfl | |
lemma self_mem_cylinder (x : Π n, E n) (n : ℕ) : | |
x ∈ cylinder x n := | |
by simp | |
lemma mem_cylinder_iff_eq {x y : Π n, E n} {n : ℕ} : | |
y ∈ cylinder x n ↔ cylinder y n = cylinder x n := | |
begin | |
split, | |
{ assume hy, | |
apply subset.antisymm, | |
{ assume z hz i hi, | |
rw ← hy i hi, | |
exact hz i hi }, | |
{ assume z hz i hi, | |
rw hy i hi, | |
exact hz i hi } }, | |
{ assume h, | |
rw ← h, | |
exact self_mem_cylinder _ _ } | |
end | |
lemma mem_cylinder_comm (x y : Π n, E n) (n : ℕ) : | |
y ∈ cylinder x n ↔ x ∈ cylinder y n := | |
by simp [mem_cylinder_iff_eq, eq_comm] | |
lemma mem_cylinder_iff_le_first_diff {x y : Π n, E n} (hne : x ≠ y) (i : ℕ) : | |
x ∈ cylinder y i ↔ i ≤ first_diff x y := | |
begin | |
split, | |
{ assume h, | |
by_contra', | |
exact apply_first_diff_ne hne (h _ this) }, | |
{ assume hi j hj, | |
exact apply_eq_of_lt_first_diff (hj.trans_le hi) } | |
end | |
lemma mem_cylinder_first_diff (x y : Π n, E n) : | |
x ∈ cylinder y (first_diff x y) := | |
λ i hi, apply_eq_of_lt_first_diff hi | |
lemma cylinder_eq_cylinder_of_le_first_diff (x y : Π n, E n) {n : ℕ} (hn : n ≤ first_diff x y) : | |
cylinder x n = cylinder y n := | |
begin | |
rw ← mem_cylinder_iff_eq, | |
assume i hi, | |
exact apply_eq_of_lt_first_diff (hi.trans_le hn), | |
end | |
lemma Union_cylinder_update (x : Π n, E n) (n : ℕ) : | |
(⋃ k, cylinder (update x n k) (n+1)) = cylinder x n := | |
begin | |
ext y, | |
simp only [mem_cylinder_iff, mem_Union], | |
split, | |
{ rintros ⟨k, hk⟩ i hi, | |
simpa [hi.ne] using hk i (nat.lt_succ_of_lt hi) }, | |
{ assume H, | |
refine ⟨y n, λ i hi, _⟩, | |
rcases nat.lt_succ_iff_lt_or_eq.1 hi with h'i|rfl, | |
{ simp [H i h'i, h'i.ne] }, | |
{ simp } }, | |
end | |
lemma update_mem_cylinder (x : Π n, E n) (n : ℕ) (y : E n) : | |
update x n y ∈ cylinder x n := | |
mem_cylinder_iff.2 (λ i hi, by simp [hi.ne]) | |
/-! | |
### A distance function on `Π n, E n` | |
We define a distance function on `Π n, E n`, given by `dist x y = (1/2)^n` where `n` is the first | |
index at which `x` and `y` differ. When each `E n` has the discrete topology, this distance will | |
define the right topology on the product space. We do not record a global `has_dist` instance nor | |
a `metric_space`instance, as other distances may be used on these spaces, but we register them as | |
local instances in this section. | |
-/ | |
/-- The distance function on a product space `Π n, E n`, given by `dist x y = (1/2)^n` where `n` is | |
the first index at which `x` and `y` differ. -/ | |
protected def has_dist : has_dist (Π n, E n) := | |
⟨λ x y, if h : x ≠ y then (1/2 : ℝ) ^ (first_diff x y) else 0⟩ | |
local attribute [instance] pi_nat.has_dist | |
lemma dist_eq_of_ne {x y : Π n, E n} (h : x ≠ y) : | |
dist x y = (1/2 : ℝ) ^ (first_diff x y) := | |
by simp [dist, h] | |
protected lemma dist_self (x : Π n, E n) : dist x x = 0 := | |
by simp [dist] | |
protected lemma dist_comm (x y : Π n, E n) : dist x y = dist y x := | |
by simp [dist, @eq_comm _ x y, first_diff_comm] | |
protected lemma dist_nonneg (x y : Π n, E n) : 0 ≤ dist x y := | |
begin | |
rcases eq_or_ne x y with rfl|h, | |
{ simp [dist] }, | |
{ simp [dist, h] } | |
end | |
lemma dist_triangle_nonarch (x y z : Π n, E n) : | |
dist x z ≤ max (dist x y) (dist y z) := | |
begin | |
rcases eq_or_ne x z with rfl|hxz, | |
{ simp [pi_nat.dist_self x, pi_nat.dist_nonneg] }, | |
rcases eq_or_ne x y with rfl|hxy, | |
{ simp }, | |
rcases eq_or_ne y z with rfl|hyz, | |
{ simp }, | |
simp only [dist_eq_of_ne, hxz, hxy, hyz, inv_le_inv, one_div, inv_pow, zero_lt_bit0, | |
ne.def, not_false_iff, le_max_iff, zero_lt_one, pow_le_pow_iff, one_lt_two, pow_pos, | |
min_le_iff.1 (min_first_diff_le x y z hxz)], | |
end | |
protected lemma dist_triangle (x y z : Π n, E n) : | |
dist x z ≤ dist x y + dist y z := | |
calc dist x z ≤ max (dist x y) (dist y z) : | |
dist_triangle_nonarch x y z | |
... ≤ dist x y + dist y z : | |
max_le_add_of_nonneg (pi_nat.dist_nonneg _ _) (pi_nat.dist_nonneg _ _) | |
protected lemma eq_of_dist_eq_zero (x y : Π n, E n) (hxy : dist x y = 0) : x = y := | |
begin | |
rcases eq_or_ne x y with rfl|h, { refl }, | |
simp [dist_eq_of_ne h] at hxy, | |
exact (two_ne_zero (pow_eq_zero hxy)).elim | |
end | |
lemma mem_cylinder_iff_dist_le {x y : Π n, E n} {n : ℕ} : | |
y ∈ cylinder x n ↔ dist y x ≤ (1/2)^n := | |
begin | |
rcases eq_or_ne y x with rfl|hne, { simp [pi_nat.dist_self] }, | |
suffices : (∀ (i : ℕ), i < n → y i = x i) ↔ n ≤ first_diff y x, | |
by simpa [dist_eq_of_ne hne], | |
split, | |
{ assume hy, | |
by_contra' H, | |
exact apply_first_diff_ne hne (hy _ H) }, | |
{ assume h i hi, | |
exact apply_eq_of_lt_first_diff (hi.trans_le h) } | |
end | |
lemma apply_eq_of_dist_lt {x y : Π n, E n} {n : ℕ} (h : dist x y < (1/2) ^ n) {i : ℕ} | |
(hi : i ≤ n) : | |
x i = y i := | |
begin | |
rcases eq_or_ne x y with rfl|hne, { refl }, | |
have : n < first_diff x y, | |
by simpa [dist_eq_of_ne hne, inv_lt_inv, pow_lt_pow_iff, one_lt_two] using h, | |
exact apply_eq_of_lt_first_diff (hi.trans_lt this), | |
end | |
/-- A function to a pseudo-metric-space is `1`-Lipschitz if and only if points in the same cylinder | |
of length `n` are sent to points within distance `(1/2)^n`. | |
Not expressed using `lipschitz_with` as we don't have a metric space structure -/ | |
lemma lipschitz_with_one_iff_forall_dist_image_le_of_mem_cylinder | |
{α : Type*} [pseudo_metric_space α] {f : (Π n, E n) → α} : | |
(∀ (x y : Π n, E n), dist (f x) (f y) ≤ dist x y) ↔ | |
(∀ x y n, y ∈ cylinder x n → dist (f x) (f y) ≤ (1/2)^n) := | |
begin | |
split, | |
{ assume H x y n hxy, | |
apply (H x y).trans, | |
rw pi_nat.dist_comm, | |
exact mem_cylinder_iff_dist_le.1 hxy }, | |
{ assume H x y, | |
rcases eq_or_ne x y with rfl|hne, { simp [pi_nat.dist_nonneg] }, | |
rw dist_eq_of_ne hne, | |
apply H x y (first_diff x y), | |
rw first_diff_comm, | |
exact mem_cylinder_first_diff _ _ } | |
end | |
variables (E) [∀ n, topological_space (E n)] [∀ n, discrete_topology (E n)] | |
lemma is_topological_basis_cylinders : | |
is_topological_basis {s : set (Π n, E n) | ∃ (x : Π n, E n) (n : ℕ), s = cylinder x n} := | |
begin | |
apply is_topological_basis_of_open_of_nhds, | |
{ rintros u ⟨x, n, rfl⟩, | |
rw cylinder_eq_pi, | |
exact is_open_set_pi (finset.range n).finite_to_set (λ a ha, is_open_discrete _) }, | |
{ assume x u hx u_open, | |
obtain ⟨v, ⟨U, F, hUF, rfl⟩, xU, Uu⟩ : ∃ (v : set (Π (i : ℕ), E i)) | |
(H : v ∈ {S : set (Π (i : ℕ), E i) | ∃ (U : Π (i : ℕ), set (E i)) (F : finset ℕ), | |
(∀ (i : ℕ), i ∈ F → U i ∈ {s : set (E i) | is_open s}) ∧ S = (F : set ℕ).pi U}), | |
x ∈ v ∧ v ⊆ u := | |
(is_topological_basis_pi (λ (n : ℕ), is_topological_basis_opens)).exists_subset_of_mem_open | |
hx u_open, | |
rcases finset.bdd_above F with ⟨n, hn⟩, | |
refine ⟨cylinder x (n+1), ⟨x, n+1, rfl⟩, self_mem_cylinder _ _, subset.trans _ Uu⟩, | |
assume y hy, | |
suffices : ∀ (i : ℕ), i ∈ F → y i ∈ U i, by simpa, | |
assume i hi, | |
have : y i = x i := mem_cylinder_iff.1 hy i ((hn hi).trans_lt (lt_add_one n)), | |
rw this, | |
simp only [set.mem_pi, finset.mem_coe] at xU, | |
exact xU i hi } | |
end | |
variable {E} | |
lemma is_open_iff_dist (s : set (Π n, E n)) : | |
is_open s ↔ ∀ x ∈ s, ∃ ε > 0, ∀ y, dist x y < ε → y ∈ s := | |
begin | |
split, | |
{ assume hs x hx, | |
obtain ⟨v, ⟨y, n, rfl⟩, h'x, h's⟩ : ∃ (v : set (Π (n : ℕ), E n)) | |
(H : v ∈ {s | ∃ (x : Π (n : ℕ), E n) (n : ℕ), s = cylinder x n}), x ∈ v ∧ v ⊆ s := | |
(is_topological_basis_cylinders E).exists_subset_of_mem_open hx hs, | |
rw ← mem_cylinder_iff_eq.1 h'x at h's, | |
exact ⟨(1/2 : ℝ)^n, by simp, | |
λ y hy, h's (λ i hi, (apply_eq_of_dist_lt hy hi.le).symm)⟩ }, | |
{ assume h, | |
apply (is_topological_basis_cylinders E).is_open_iff.2 (λ x hx, _), | |
rcases h x hx with ⟨ε, εpos, hε⟩, | |
obtain ⟨n, hn⟩ : ∃ (n : ℕ), (1/2 : ℝ) ^ n < ε := exists_pow_lt_of_lt_one εpos one_half_lt_one, | |
refine ⟨cylinder x n, ⟨x, n, rfl⟩, self_mem_cylinder x n, λ y hy, hε y _⟩, | |
rw pi_nat.dist_comm, | |
exact (mem_cylinder_iff_dist_le.1 hy).trans_lt hn } | |
end | |
/-- Metric space structure on `Π (n : ℕ), E n` when the spaces `E n` have the discrete topology, | |
where the distance is given by `dist x y = (1/2)^n`, where `n` is the smallest index where `x` and | |
`y` differ. Not registered as a global instance by default. | |
Warning: this definition makes sure that the topology is defeq to the original product topology, | |
but it does not take care of a possible uniformity. If the `E n` have a uniform structure, then | |
there will be two non-defeq uniform structures on `Π n, E n`, the product one and the one coming | |
from the metric structure. In this case, use `metric_space_of_discrete_uniformity` instead. -/ | |
protected def metric_space : metric_space (Π n, E n) := | |
metric_space.of_metrizable dist pi_nat.dist_self pi_nat.dist_comm pi_nat.dist_triangle | |
is_open_iff_dist pi_nat.eq_of_dist_eq_zero | |
/-- Metric space structure on `Π (n : ℕ), E n` when the spaces `E n` have the discrete uniformity, | |
where the distance is given by `dist x y = (1/2)^n`, where `n` is the smallest index where `x` and | |
`y` differ. Not registered as a global instance by default. -/ | |
protected def metric_space_of_discrete_uniformity {E : ℕ → Type*} [∀ n, uniform_space (E n)] | |
(h : ∀ n, uniformity (E n) = 𝓟 id_rel) : metric_space (Π n, E n) := | |
begin | |
haveI : ∀ n, discrete_topology (E n) := λ n, discrete_topology_of_discrete_uniformity (h n), | |
exact | |
{ dist_triangle := pi_nat.dist_triangle, | |
dist_comm := pi_nat.dist_comm, | |
dist_self := pi_nat.dist_self, | |
eq_of_dist_eq_zero := pi_nat.eq_of_dist_eq_zero, | |
to_uniform_space := Pi.uniform_space _, | |
uniformity_dist := | |
begin | |
simp [Pi.uniformity, comap_infi, gt_iff_lt, preimage_set_of_eq, comap_principal, | |
pseudo_metric_space.uniformity_dist, h, id_rel], | |
apply le_antisymm, | |
{ simp only [le_infi_iff, le_principal_iff], | |
assume ε εpos, | |
obtain ⟨n, hn⟩ : ∃ n, (1/2 : ℝ)^n < ε := exists_pow_lt_of_lt_one εpos (by norm_num), | |
apply @mem_infi_of_Inter _ _ _ _ _ (finset.range n).finite_to_set | |
(λ i, {p : (Π (n : ℕ), E n) × Π (n : ℕ), E n | p.fst i = p.snd i}), | |
{ simp only [mem_principal, set_of_subset_set_of, imp_self, implies_true_iff] }, | |
{ rintros ⟨x, y⟩ hxy, | |
simp only [finset.mem_coe, finset.mem_range, Inter_coe_set, mem_Inter, mem_set_of_eq] | |
at hxy, | |
apply lt_of_le_of_lt _ hn, | |
rw [← mem_cylinder_iff_dist_le, mem_cylinder_iff], | |
exact hxy } }, | |
{ simp only [le_infi_iff, le_principal_iff], | |
assume n, | |
refine mem_infi_of_mem ((1/2)^n) _, | |
refine mem_infi_of_mem (by norm_num) _, | |
simp only [mem_principal, set_of_subset_set_of, prod.forall], | |
assume x y hxy, | |
exact apply_eq_of_dist_lt hxy le_rfl } | |
end } | |
end | |
/-- Metric space structure on `ℕ → ℕ` where the distance is given by `dist x y = (1/2)^n`, | |
where `n` is the smallest index where `x` and `y` differ. | |
Not registered as a global instance by default. -/ | |
def metric_space_nat_nat : metric_space (ℕ → ℕ) := | |
pi_nat.metric_space_of_discrete_uniformity (λ n, rfl) | |
local attribute [instance] pi_nat.metric_space | |
protected lemma complete_space : complete_space (Π n, E n) := | |
begin | |
refine metric.complete_of_convergent_controlled_sequences (λ n, (1/2)^n) (by simp) _, | |
assume u hu, | |
refine ⟨λ n, u n n, tendsto_pi_nhds.2 (λ i, _)⟩, | |
refine tendsto_const_nhds.congr' _, | |
filter_upwards [filter.Ici_mem_at_top i] with n hn, | |
exact apply_eq_of_dist_lt (hu i i n le_rfl hn) le_rfl, | |
end | |
/-! | |
### Retractions inside product spaces | |
We show that, in a space `Π (n : ℕ), E n` where each `E n` is discrete, there is a retraction on | |
any closed nonempty subset `s`, i.e., a continuous map `f` from the whole space to `s` restricting | |
to the identity on `s`. The map `f` is defined as follows. For `x ∈ s`, let `f x = x`. Otherwise, | |
consider the longest prefix `w` that `x` shares with an element of `s`, and let `f x = z_w` | |
where `z_w` is an element of `s` starting with `w`. | |
-/ | |
lemma exists_disjoint_cylinder {s : set (Π n, E n)} (hs : is_closed s) {x : Π n, E n} (hx : x ∉ s) : | |
∃ n, disjoint s (cylinder x n) := | |
begin | |
unfreezingI { rcases eq_empty_or_nonempty s with rfl|hne }, | |
{ exact ⟨0, by simp⟩ }, | |
have A : 0 < inf_dist x s := (hs.not_mem_iff_inf_dist_pos hne).1 hx, | |
obtain ⟨n, hn⟩ : ∃ n, (1/2 : ℝ)^n < inf_dist x s := exists_pow_lt_of_lt_one A (one_half_lt_one), | |
refine ⟨n, _⟩, | |
apply disjoint_left.2 (λ y ys hy, _), | |
apply lt_irrefl (inf_dist x s), | |
calc inf_dist x s ≤ dist x y : inf_dist_le_dist_of_mem ys | |
... ≤ (1/2)^n : by { rw mem_cylinder_comm at hy, exact mem_cylinder_iff_dist_le.1 hy } | |
... < inf_dist x s : hn | |
end | |
/-- Given a point `x` in a product space `Π (n : ℕ), E n`, and `s` a subset of this space, then | |
`shortest_prefix_diff x s` if the smallest `n` for which there is no element of `s` having the same | |
prefix of length `n` as `x`. If there is no such `n`, then use `0` by convention. -/ | |
def shortest_prefix_diff {E : ℕ → Type*} (x : (Π n, E n)) (s : set (Π n, E n)) : ℕ := | |
if h : ∃ n, disjoint s (cylinder x n) then nat.find h else 0 | |
lemma first_diff_lt_shortest_prefix_diff {s : set (Π n, E n)} (hs : is_closed s) | |
{x y : (Π n, E n)} (hx : x ∉ s) (hy : y ∈ s) : | |
first_diff x y < shortest_prefix_diff x s := | |
begin | |
have A := exists_disjoint_cylinder hs hx, | |
rw [shortest_prefix_diff, dif_pos A], | |
have B := nat.find_spec A, | |
contrapose! B, | |
rw not_disjoint_iff_nonempty_inter, | |
refine ⟨y, hy, _⟩, | |
rw mem_cylinder_comm, | |
exact cylinder_anti y B (mem_cylinder_first_diff x y) | |
end | |
lemma shortest_prefix_diff_pos {s : set (Π n, E n)} (hs : is_closed s) (hne : s.nonempty) | |
{x : (Π n, E n)} (hx : x ∉ s) : | |
0 < shortest_prefix_diff x s := | |
begin | |
rcases hne with ⟨y, hy⟩, | |
exact (zero_le _).trans_lt (first_diff_lt_shortest_prefix_diff hs hx hy) | |
end | |
/-- Given a point `x` in a product space `Π (n : ℕ), E n`, and `s` a subset of this space, then | |
`longest_prefix x s` if the largest `n` for which there is an element of `s` having the same | |
prefix of length `n` as `x`. If there is no such `n`, use `0` by convention. -/ | |
def longest_prefix {E : ℕ → Type*} (x : (Π n, E n)) (s : set (Π n, E n)) : ℕ := | |
shortest_prefix_diff x s - 1 | |
lemma first_diff_le_longest_prefix {s : set (Π n, E n)} (hs : is_closed s) | |
{x y : (Π n, E n)} (hx : x ∉ s) (hy : y ∈ s) : | |
first_diff x y ≤ longest_prefix x s := | |
begin | |
rw [longest_prefix, le_tsub_iff_right], | |
{ exact first_diff_lt_shortest_prefix_diff hs hx hy }, | |
{ exact shortest_prefix_diff_pos hs ⟨y, hy⟩ hx } | |
end | |
lemma inter_cylinder_longest_prefix_nonempty | |
{s : set (Π n, E n)} (hs : is_closed s) (hne : s.nonempty) (x : (Π n, E n)) : | |
(s ∩ cylinder x (longest_prefix x s)).nonempty := | |
begin | |
by_cases hx : x ∈ s, { exact ⟨x, hx, self_mem_cylinder _ _⟩ }, | |
have A := exists_disjoint_cylinder hs hx, | |
have B : longest_prefix x s < shortest_prefix_diff x s := | |
nat.pred_lt (shortest_prefix_diff_pos hs hne hx).ne', | |
rw [longest_prefix, shortest_prefix_diff, dif_pos A] at B ⊢, | |
obtain ⟨y, ys, hy⟩ : ∃ (y : Π (n : ℕ), E n), y ∈ s ∧ x ∈ cylinder y (nat.find A - 1), | |
{ have := nat.find_min A B, | |
push_neg at this, | |
simp_rw [not_disjoint_iff, mem_cylinder_comm] at this, | |
exact this }, | |
refine ⟨y, ys, _⟩, | |
rw mem_cylinder_iff_eq at hy ⊢, | |
rw hy | |
end | |
lemma disjoint_cylinder_of_longest_prefix_lt | |
{s : set (Π n, E n)} (hs : is_closed s) | |
{x : (Π n, E n)} (hx : x ∉ s) {n : ℕ} (hn : longest_prefix x s < n) : | |
disjoint s (cylinder x n) := | |
begin | |
rcases eq_empty_or_nonempty s with h's|hne, { simp [h's] }, | |
contrapose! hn, | |
rcases not_disjoint_iff_nonempty_inter.1 hn with ⟨y, ys, hy⟩, | |
apply le_trans _ (first_diff_le_longest_prefix hs hx ys), | |
apply (mem_cylinder_iff_le_first_diff (ne_of_mem_of_not_mem ys hx).symm _).1, | |
rwa mem_cylinder_comm, | |
end | |
/-- If two points `x, y` coincide up to length `n`, and the longest common prefix of `x` with `s` | |
is strictly shorter than `n`, then the longest common prefix of `y` with `s` is the same, and both | |
cylinders of this length based at `x` and `y` coincide. -/ | |
lemma cylinder_longest_prefix_eq_of_longest_prefix_lt_first_diff | |
{x y : Π n, E n} {s : set (Π n, E n)} (hs : is_closed s) (hne : s.nonempty) | |
(H : longest_prefix x s < first_diff x y) (xs : x ∉ s) (ys : y ∉ s) : | |
cylinder x (longest_prefix x s) = cylinder y (longest_prefix y s) := | |
begin | |
have l_eq : longest_prefix y s = longest_prefix x s, | |
{ rcases lt_trichotomy (longest_prefix y s) (longest_prefix x s) with L|L|L, | |
{ have Ax : (s ∩ cylinder x (longest_prefix x s)).nonempty := | |
inter_cylinder_longest_prefix_nonempty hs hne x, | |
have Z := disjoint_cylinder_of_longest_prefix_lt hs ys L, | |
rw first_diff_comm at H, | |
rw [cylinder_eq_cylinder_of_le_first_diff _ _ H.le] at Z, | |
exact (Ax.not_disjoint Z).elim }, | |
{ exact L }, | |
{ have Ay : (s ∩ cylinder y (longest_prefix y s)).nonempty := | |
inter_cylinder_longest_prefix_nonempty hs hne y, | |
have A'y : (s ∩ cylinder y (longest_prefix x s).succ).nonempty := | |
Ay.mono (inter_subset_inter_right s (cylinder_anti _ L)), | |
have Z := disjoint_cylinder_of_longest_prefix_lt hs xs (nat.lt_succ_self _), | |
rw cylinder_eq_cylinder_of_le_first_diff _ _ H at Z, | |
exact (A'y.not_disjoint Z).elim } }, | |
rw [l_eq, ← mem_cylinder_iff_eq], | |
exact cylinder_anti y H.le (mem_cylinder_first_diff x y) | |
end | |
/-- Given a closed nonempty subset `s` of `Π (n : ℕ), E n`, there exists a Lipschitz retraction | |
onto this set, i.e., a Lipschitz map with range equal to `s`, equal to the identity on `s`. -/ | |
theorem exists_lipschitz_retraction_of_is_closed | |
{s : set (Π n, E n)} (hs : is_closed s) (hne : s.nonempty) : | |
∃ f : (Π n, E n) → (Π n, E n), (∀ x ∈ s, f x = x) ∧ (range f = s) ∧ lipschitz_with 1 f := | |
begin | |
/- The map `f` is defined as follows. For `x ∈ s`, let `f x = x`. Otherwise, consider the longest | |
prefix `w` that `x` shares with an element of `s`, and let `f x = z_w` where `z_w` is an element | |
of `s` starting with `w`. All the desired properties are clear, except the fact that `f` | |
is `1`-Lipschitz: if two points `x, y` belong to a common cylinder of length `n`, one should show | |
that their images also belong to a common cylinder of length `n`. This is a case analysis: | |
* if both `x, y ∈ s`, then this is clear. | |
* if `x ∈ s` but `y ∉ s`, then the longest prefix `w` of `y` shared by an element of `s` is of | |
length at least `n` (because of `x`), and then `f y` starts with `w` and therefore stays in the | |
same length `n` cylinder. | |
* if `x ∉ s`, `y ∉ s`, let `w` be the longest prefix of `x` shared by an element of `s`. If its | |
length is `< n`, then it is also the longest prefix of `y`, and we get `f x = f y = z_w`. | |
Otherwise, `f x` remains in the same `n`-cylinder as `x`. Similarly for `y`. Finally, `f x` and | |
`f y` are again in the same `n`-cylinder, as desired. -/ | |
set f := λ x, if x ∈ s then x else (inter_cylinder_longest_prefix_nonempty hs hne x).some with hf, | |
have fs : ∀ x ∈ s, f x = x := λ x xs, by simp [xs], | |
refine ⟨f, fs, _, _⟩, | |
-- check that the range of `f` is `s`. | |
{ apply subset.antisymm, | |
{ rintros x ⟨y, rfl⟩, | |
by_cases hy : y ∈ s, { rwa fs y hy }, | |
simpa [hf, if_neg hy] using (inter_cylinder_longest_prefix_nonempty hs hne y).some_spec.1 }, | |
{ assume x hx, | |
rw ← fs x hx, | |
exact mem_range_self _ } }, | |
-- check that `f` is `1`-Lipschitz, by a case analysis. | |
{ apply lipschitz_with.mk_one (λ x y, _), | |
-- exclude the trivial cases where `x = y`, or `f x = f y`. | |
rcases eq_or_ne x y with rfl|hxy, { simp }, | |
rcases eq_or_ne (f x) (f y) with h'|hfxfy, { simp [h', dist_nonneg] }, | |
have I2 : cylinder x (first_diff x y) = cylinder y (first_diff x y), | |
{ rw ← mem_cylinder_iff_eq, | |
apply mem_cylinder_first_diff }, | |
suffices : first_diff x y ≤ first_diff (f x) (f y), | |
by simpa [dist_eq_of_ne hxy, dist_eq_of_ne hfxfy], | |
-- case where `x ∈ s` | |
by_cases xs : x ∈ s, | |
{ rw [fs x xs] at ⊢ hfxfy, | |
-- case where `y ∈ s`, trivial | |
by_cases ys : y ∈ s, { rw [fs y ys] }, | |
-- case where `y ∉ s` | |
have A : (s ∩ cylinder y (longest_prefix y s)).nonempty := | |
inter_cylinder_longest_prefix_nonempty hs hne y, | |
have fy : f y = A.some, by simp_rw [hf, if_neg ys], | |
have I : cylinder A.some (first_diff x y) = cylinder y (first_diff x y), | |
{ rw [← mem_cylinder_iff_eq, first_diff_comm], | |
apply cylinder_anti y _ A.some_spec.2, | |
exact first_diff_le_longest_prefix hs ys xs }, | |
rwa [← fy, ← I2, ← mem_cylinder_iff_eq, mem_cylinder_iff_le_first_diff hfxfy.symm, | |
first_diff_comm _ x] at I }, | |
-- case where `x ∉ s` | |
{ by_cases ys : y ∈ s, | |
-- case where `y ∈ s` (similar to the above) | |
{ have A : (s ∩ cylinder x (longest_prefix x s)).nonempty := | |
inter_cylinder_longest_prefix_nonempty hs hne x, | |
have fx : f x = A.some, by simp_rw [hf, if_neg xs], | |
have I : cylinder A.some (first_diff x y) = cylinder x (first_diff x y), | |
{ rw ← mem_cylinder_iff_eq, | |
apply cylinder_anti x _ A.some_spec.2, | |
apply first_diff_le_longest_prefix hs xs ys }, | |
rw fs y ys at ⊢ hfxfy, | |
rwa [← fx, I2, ← mem_cylinder_iff_eq, mem_cylinder_iff_le_first_diff hfxfy] at I }, | |
-- case where `y ∉ s` | |
{ have Ax : (s ∩ cylinder x (longest_prefix x s)).nonempty := | |
inter_cylinder_longest_prefix_nonempty hs hne x, | |
have fx : f x = Ax.some, by simp_rw [hf, if_neg xs], | |
have Ay : (s ∩ cylinder y (longest_prefix y s)).nonempty := | |
inter_cylinder_longest_prefix_nonempty hs hne y, | |
have fy : f y = Ay.some, by simp_rw [hf, if_neg ys], | |
-- case where the common prefix to `x` and `s`, or `y` and `s`, is shorter than the | |
-- common part to `x` and `y` -- then `f x = f y`. | |
by_cases H : longest_prefix x s < first_diff x y ∨ longest_prefix y s < first_diff x y, | |
{ have : cylinder x (longest_prefix x s) = cylinder y (longest_prefix y s), | |
{ cases H, | |
{ exact cylinder_longest_prefix_eq_of_longest_prefix_lt_first_diff hs hne H xs ys }, | |
{ symmetry, | |
rw first_diff_comm at H, | |
exact cylinder_longest_prefix_eq_of_longest_prefix_lt_first_diff hs hne H ys xs } }, | |
rw [fx, fy] at hfxfy, | |
apply (hfxfy _).elim, | |
congr' }, | |
-- case where the common prefix to `x` and `s` is long, as well as the common prefix to | |
-- `y` and `s`. Then all points remain in the same cylinders. | |
{ push_neg at H, | |
have I1 : cylinder Ax.some (first_diff x y) = cylinder x (first_diff x y), | |
{ rw ← mem_cylinder_iff_eq, | |
exact cylinder_anti x H.1 Ax.some_spec.2 }, | |
have I3 : cylinder y (first_diff x y) = cylinder Ay.some (first_diff x y), | |
{ rw [eq_comm, ← mem_cylinder_iff_eq], | |
exact cylinder_anti y H.2 Ay.some_spec.2 }, | |
have : cylinder Ax.some (first_diff x y) = cylinder Ay.some (first_diff x y), | |
by rw [I1, I2, I3], | |
rw [← fx, ← fy, ← mem_cylinder_iff_eq, mem_cylinder_iff_le_first_diff hfxfy] at this, | |
exact this } } } } | |
end | |
/-- Given a closed nonempty subset `s` of `Π (n : ℕ), E n`, there exists a retraction onto this | |
set, i.e., a continuous map with range equal to `s`, equal to the identity on `s`. -/ | |
theorem exists_retraction_of_is_closed | |
{s : set (Π n, E n)} (hs : is_closed s) (hne : s.nonempty) : | |
∃ f : (Π n, E n) → (Π n, E n), (∀ x ∈ s, f x = x) ∧ (range f = s) ∧ continuous f := | |
begin | |
rcases exists_lipschitz_retraction_of_is_closed hs hne with ⟨f, fs, frange, hf⟩, | |
exact ⟨f, fs, frange, hf.continuous⟩ | |
end | |
theorem exists_retraction_subtype_of_is_closed | |
{s : set (Π n, E n)} (hs : is_closed s) (hne : s.nonempty) : | |
∃ f : (Π n, E n) → s, (∀ x : s, f x = x) ∧ surjective f ∧ continuous f := | |
begin | |
obtain ⟨f, fs, f_range, f_cont⟩ : ∃ f : (Π n, E n) → (Π n, E n), | |
(∀ x ∈ s, f x = x) ∧ (range f = s) ∧ continuous f := | |
exists_retraction_of_is_closed hs hne, | |
have A : ∀ x, f x ∈ s, by simp [← f_range], | |
have B : ∀ (x : s), cod_restrict f s A x = x, | |
{ assume x, | |
apply subtype.coe_injective.eq_iff.1, | |
simpa only using fs x.val x.property }, | |
exact ⟨cod_restrict f s A, B, λ x, ⟨x, B x⟩, continuous_subtype_mk _ f_cont⟩, | |
end | |
end pi_nat | |
open pi_nat | |
/-- Any nonempty complete second countable metric space is the continuous image of the | |
fundamental space `ℕ → ℕ`. For a version of this theorem in the context of Polish spaces, see | |
`exists_nat_nat_continuous_surjective_of_polish_space`. -/ | |
lemma exists_nat_nat_continuous_surjective_of_complete_space | |
(α : Type*) [metric_space α] [complete_space α] [second_countable_topology α] [nonempty α] : | |
∃ (f : (ℕ → ℕ) → α), continuous f ∧ surjective f := | |
begin | |
/- First, we define a surjective map from a closed subset `s` of `ℕ → ℕ`. Then, we compose | |
this map with a retraction of `ℕ → ℕ` onto `s` to obtain the desired map. | |
Let us consider a dense sequence `u` in `α`. Then `s` is the set of sequences `xₙ` such that the | |
balls `closed_ball (u xₙ) (1/2^n)` have a nonempty intersection. This set is closed, and we define | |
`f x` there to be the unique point in the intersection. This function is continuous and surjective | |
by design. -/ | |
letI : metric_space (ℕ → ℕ) := pi_nat.metric_space_nat_nat, | |
have I0 : (0 : ℝ) < 1/2, by norm_num, | |
have I1 : (1/2 : ℝ) < 1, by norm_num, | |
rcases exists_dense_seq α with ⟨u, hu⟩, | |
let s : set (ℕ → ℕ) := {x | (⋂ (n : ℕ), closed_ball (u (x n)) ((1/2)^n)).nonempty}, | |
let g : s → α := λ x, x.2.some, | |
have A : ∀ (x : s) (n : ℕ), dist (g x) (u ((x : ℕ → ℕ) n)) ≤ (1/2)^n := | |
λ x n, (mem_Inter.1 x.2.some_mem n : _), | |
have g_cont : continuous g, | |
{ apply continuous_iff_continuous_at.2 (λ y, _), | |
apply continuous_at_of_locally_lipschitz zero_lt_one 4 (λ x hxy, _), | |
rcases eq_or_ne x y with rfl|hne, { simp }, | |
have hne' : x.1 ≠ y.1 := subtype.coe_injective.ne hne, | |
have dist' : dist x y = dist x.1 y.1 := rfl, | |
let n := first_diff x.1 y.1 - 1, | |
have diff_pos : 0 < first_diff x.1 y.1, | |
{ by_contra' h, | |
apply apply_first_diff_ne hne', | |
rw [le_zero_iff.1 h], | |
apply apply_eq_of_dist_lt _ le_rfl, | |
exact hxy }, | |
have hn : first_diff x.1 y.1 = n + 1 := (nat.succ_pred_eq_of_pos diff_pos).symm, | |
rw [dist', dist_eq_of_ne hne', hn], | |
have B : x.1 n = y.1 n := mem_cylinder_first_diff x.1 y.1 n (nat.pred_lt diff_pos.ne'), | |
calc dist (g x) (g y) ≤ dist (g x) (u (x.1 n)) + dist (g y) (u (x.1 n)) : | |
dist_triangle_right _ _ _ | |
... = dist (g x) (u (x.1 n)) + dist (g y) (u (y.1 n)) : by rw ← B | |
... ≤ (1/2)^n + (1/2)^n : add_le_add (A x n) (A y n) | |
... = 4 * (1 / 2) ^ (n + 1) : by ring_exp }, | |
have g_surj : surjective g, | |
{ assume y, | |
have : ∀ (n : ℕ), ∃ j, y ∈ closed_ball (u j) ((1/2)^n), | |
{ assume n, | |
rcases hu.exists_dist_lt y (by simp : (0 : ℝ) < (1/2)^n) with ⟨j, hj⟩, | |
exact ⟨j, hj.le⟩ }, | |
choose x hx using this, | |
have I : (⋂ (n : ℕ), closed_ball (u (x n)) ((1 / 2) ^ n)).nonempty := ⟨y, mem_Inter.2 hx⟩, | |
refine ⟨⟨x, I⟩, _⟩, | |
refine dist_le_zero.1 _, | |
have J : ∀ (n : ℕ), dist (g ⟨x, I⟩) y ≤ (1/2)^n + (1/2)^n := λ n, calc | |
dist (g ⟨x, I⟩) y ≤ dist (g ⟨x, I⟩) (u (x n)) + dist y (u (x n)) : dist_triangle_right _ _ _ | |
... ≤ (1/2)^n + (1/2)^n : add_le_add (A ⟨x, I⟩ n) (hx n), | |
have L : tendsto (λ (n : ℕ), (1/2 : ℝ)^n + (1/2)^n) at_top (𝓝 (0 + 0)) := | |
(tendsto_pow_at_top_nhds_0_of_lt_1 I0.le I1).add (tendsto_pow_at_top_nhds_0_of_lt_1 I0.le I1), | |
rw add_zero at L, | |
exact ge_of_tendsto' L J }, | |
have s_closed : is_closed s, | |
{ refine is_closed_iff_cluster_pt.mpr _, | |
assume x hx, | |
have L : tendsto (λ (n : ℕ), diam (closed_ball (u (x n)) ((1 / 2) ^ n))) at_top (𝓝 0), | |
{ have : tendsto (λ (n : ℕ), (2 : ℝ) * (1/2)^n) at_top (𝓝 (2 * 0)) := | |
(tendsto_pow_at_top_nhds_0_of_lt_1 I0.le I1).const_mul _, | |
rw mul_zero at this, | |
exact squeeze_zero (λ n, diam_nonneg) (λ n, diam_closed_ball (pow_nonneg I0.le _)) this }, | |
refine nonempty_Inter_of_nonempty_bInter (λ n, is_closed_ball) (λ n, bounded_closed_ball) _ L, | |
assume N, | |
obtain ⟨y, hxy, ys⟩ : ∃ y, y ∈ ball x ((1 / 2) ^ N) ∩ s := | |
cluster_pt_principal_iff.1 hx _ (ball_mem_nhds x (pow_pos I0 N)), | |
have E : (⋂ (n : ℕ) (H : n ≤ N), closed_ball (u (x n)) ((1 / 2) ^ n)) | |
= ⋂ (n : ℕ) (H : n ≤ N), closed_ball (u (y n)) ((1 / 2) ^ n), | |
{ congr, | |
ext1 n, | |
congr, | |
ext1 hn, | |
have : x n = y n := apply_eq_of_dist_lt (mem_ball'.1 hxy) hn, | |
rw this }, | |
rw E, | |
apply nonempty.mono _ ys, | |
apply Inter_subset_Inter₂ }, | |
obtain ⟨f, -, f_surj, f_cont⟩ : | |
∃ f : (ℕ → ℕ) → s, (∀ x : s, f x = x) ∧ surjective f ∧ continuous f, | |
{ apply exists_retraction_subtype_of_is_closed s_closed, | |
simpa only [nonempty_coe_sort] using g_surj.nonempty }, | |
exact ⟨g ∘ f, g_cont.comp f_cont, g_surj.comp f_surj⟩, | |
end | |
namespace pi_countable | |
/-! | |
### Products of (possibly non-discrete) metric spaces | |
-/ | |
variables {ι : Type*} [encodable ι] {F : ι → Type*} [∀ i, metric_space (F i)] | |
open encodable | |
/-- Given a countable family of metric spaces, one may put a distance on their product `Π i, E i`. | |
It is highly non-canonical, though, and therefore not registered as a global instance. | |
The distance we use here is `dist x y = ∑' i, min (1/2)^(encode i) (dist (x i) (y i))`. -/ | |
protected def has_dist : has_dist (Π i, F i) := | |
⟨λ x y, ∑' (i : ι), min ((1/2)^(encode i)) (dist (x i) (y i))⟩ | |
local attribute [instance] pi_countable.has_dist | |
lemma dist_eq_tsum (x y : Π i, F i) : | |
dist x y = ∑' (i : ι), min ((1/2)^(encode i)) (dist (x i) (y i)) := rfl | |
lemma dist_summable (x y : Π i, F i) : | |
summable (λ (i : ι), min ((1/2)^(encode i)) (dist (x i) (y i))) := | |
begin | |
refine summable_of_nonneg_of_le (λ i, _) (λ i, min_le_left _ _) summable_geometric_two_encode, | |
exact le_min (pow_nonneg (by norm_num) _) (dist_nonneg) | |
end | |
lemma min_dist_le_dist_pi (x y : Π i, F i) (i : ι) : | |
min ((1/2)^(encode i)) (dist (x i) (y i)) ≤ dist x y := | |
le_tsum (dist_summable x y) i (λ j hj, le_min (by simp) (dist_nonneg)) | |
lemma dist_le_dist_pi_of_dist_lt {x y : Π i, F i} {i : ι} (h : dist x y < (1/2)^(encode i)) : | |
dist (x i) (y i) ≤ dist x y := | |
by simpa only [not_le.2 h, false_or] using min_le_iff.1 (min_dist_le_dist_pi x y i) | |
open_locale big_operators topological_space | |
open filter | |
open_locale nnreal | |
variable (E) | |
/-- Given a countable family of metric spaces, one may put a distance on their product `Π i, E i`, | |
defining the right topology and uniform structure. It is highly non-canonical, though, and therefore | |
not registered as a global instance. | |
The distance we use here is `dist x y = ∑' n, min (1/2)^(encode i) (dist (x n) (y n))`. -/ | |
protected def metric_space : metric_space (Π i, F i) := | |
{ dist_self := λ x, by simp [dist_eq_tsum], | |
dist_comm := λ x y, by simp [dist_eq_tsum, dist_comm], | |
dist_triangle := λ x y z, | |
begin | |
have I : ∀ i, min ((1/2)^(encode i)) (dist (x i) (z i)) ≤ | |
min ((1/2)^(encode i)) (dist (x i) (y i)) + min ((1/2)^(encode i)) (dist (y i) (z i)) := | |
λ i, calc | |
min ((1/2)^(encode i)) (dist (x i) (z i)) | |
≤ min ((1/2)^(encode i)) (dist (x i) (y i) + dist (y i) (z i)) : | |
min_le_min le_rfl (dist_triangle _ _ _) | |
... = min ((1/2)^(encode i)) (min ((1/2)^(encode i)) (dist (x i) (y i)) | |
+ min ((1/2)^(encode i)) (dist (y i) (z i))) : | |
begin | |
convert congr_arg (coe : ℝ≥0 → ℝ) | |
(min_add_distrib ((1/2 : ℝ≥0)^(encode i)) (nndist (x i) (y i)) (nndist (y i) (z i))); | |
simp | |
end | |
... ≤ min ((1/2)^(encode i)) (dist (x i) (y i)) + min ((1/2)^(encode i)) (dist (y i) (z i)) : | |
min_le_right _ _, | |
calc dist x z ≤ ∑' i, (min ((1/2)^(encode i)) (dist (x i) (y i)) | |
+ min ((1/2)^(encode i)) (dist (y i) (z i))) : | |
tsum_le_tsum I (dist_summable x z) ((dist_summable x y).add (dist_summable y z)) | |
... = dist x y + dist y z : tsum_add (dist_summable x y) (dist_summable y z) | |
end, | |
eq_of_dist_eq_zero := | |
begin | |
assume x y hxy, | |
ext1 n, | |
rw [← dist_le_zero, ← hxy], | |
apply dist_le_dist_pi_of_dist_lt, | |
rw hxy, | |
simp | |
end, | |
to_uniform_space := Pi.uniform_space _, | |
uniformity_dist := | |
begin | |
have I0 : (0 : ℝ) ≤ 1/2, by norm_num, | |
have I1 : (1/2 : ℝ) < 1, by norm_num, | |
simp only [Pi.uniformity, comap_infi, gt_iff_lt, preimage_set_of_eq, comap_principal, | |
pseudo_metric_space.uniformity_dist], | |
apply le_antisymm, | |
{ simp only [le_infi_iff, le_principal_iff], | |
assume ε εpos, | |
obtain ⟨K, hK⟩ : ∃ (K : finset ι), ∑' (i : {j // j ∉ K}), (1/2 : ℝ)^(encode (i : ι)) < ε/2 := | |
((tendsto_order.1 (tendsto_tsum_compl_at_top_zero (λ (i : ι), (1/2 : ℝ)^(encode i)))).2 | |
_ (half_pos εpos)).exists, | |
obtain ⟨δ, δpos, hδ⟩ : ∃ (δ : ℝ) (δpos : 0 < δ), (K.card : ℝ) * δ ≤ ε/2, | |
{ rcases nat.eq_zero_or_pos K.card with hK|hK, | |
{ exact ⟨1, zero_lt_one, | |
by simpa only [hK, nat.cast_zero, zero_mul] using (half_pos εpos).le⟩ }, | |
{ have Kpos : 0 < (K.card : ℝ) := nat.cast_pos.2 hK, | |
refine ⟨(ε / 2) / (K.card : ℝ), (div_pos (half_pos εpos) Kpos), le_of_eq _⟩, | |
field_simp [Kpos.ne'], | |
ring } }, | |
apply @mem_infi_of_Inter _ _ _ _ _ K.finite_to_set | |
(λ i, {p : (Π (i : ι), F i) × Π (i : ι), F i | dist (p.fst i) (p.snd i) < δ}), | |
{ rintros ⟨i, hi⟩, | |
refine mem_infi_of_mem δ (mem_infi_of_mem δpos _), | |
simp only [prod.forall, imp_self, mem_principal] }, | |
{ rintros ⟨x, y⟩ hxy, | |
simp only [mem_Inter, mem_set_of_eq, set_coe.forall, finset.mem_range, finset.mem_coe] | |
at hxy, | |
calc dist x y = ∑' (i : ι), min ((1/2)^(encode i)) (dist (x i) (y i)) : rfl | |
... = ∑ i in K, min ((1/2)^(encode i)) (dist (x i) (y i)) | |
+ ∑' (i : (↑K : set ι)ᶜ), min ((1/2)^(encode (i : ι))) (dist (x i) (y i)) : | |
(sum_add_tsum_compl (dist_summable _ _)).symm | |
... ≤ ∑ i in K, (dist (x i) (y i)) | |
+ ∑' (i : (↑K : set ι)ᶜ), (1/2)^(encode (i : ι)) : | |
begin | |
refine add_le_add (finset.sum_le_sum (λ i hi, min_le_right _ _)) _, | |
refine tsum_le_tsum (λ i, min_le_left _ _) _ _, | |
{ apply summable.subtype (dist_summable x y) (↑K : set ι)ᶜ }, | |
{ apply summable.subtype summable_geometric_two_encode (↑K : set ι)ᶜ } | |
end | |
... < (∑ i in K, δ) + ε / 2 : | |
begin | |
apply add_lt_add_of_le_of_lt _ hK, | |
apply finset.sum_le_sum (λ i hi, _), | |
apply (hxy i _).le, | |
simpa using hi | |
end | |
... ≤ ε / 2 + ε / 2 : | |
add_le_add_right (by simpa only [finset.sum_const, nsmul_eq_mul] using hδ) _ | |
... = ε : add_halves _ } }, | |
{ simp only [le_infi_iff, le_principal_iff], | |
assume i ε εpos, | |
refine mem_infi_of_mem (min ((1/2)^(encode i)) ε) _, | |
have : 0 < min ((1/2)^(encode i)) ε := lt_min (by simp) εpos, | |
refine mem_infi_of_mem this _, | |
simp only [and_imp, prod.forall, set_of_subset_set_of, lt_min_iff, mem_principal], | |
assume x y hn hε, | |
calc dist (x i) (y i) ≤ dist x y : dist_le_dist_pi_of_dist_lt hn | |
... < ε : hε } | |
end } | |
end pi_countable | |