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Add lean source and binary files (part 12)
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import Mathlib
import OAI.Analysis.BoxTransport.Definitions
namespace OAI
/-! Quantitative box separation, affine images and positive diagonal shape estimates. -/
noncomputable section
open scoped Topology
open scoped BigOperators ContDiff
namespace BoxTransport.Routing
@[simp] theorem mixedDerivative_zero (ds : List Axis) :
mixedDerivative ds (fun _ => (0 : Space)) = fun _ => 0 := by
induction ds with
| nil => rfl
| cons j js ih => simp [mixedDerivative, ih]
theorem effective_zero : Effective (fun _ => (0 : Space)) := by
refine ⟨fun _ => (0, 0, 0), fun _ => 0, fun _ => 0,
Computable.const (0, 0, 0), Computable.const 0, Computable.const 0, ?_, ?_⟩
· intro ds q n p hp j
simp only [mixedDerivative_zero, Pi.zero_apply, rationalValue, Nat.cast_zero,
sub_self, zero_div, Rat.cast_zero, abs_zero]
positivity
· intro ds p j
simp
theorem admissible_zero : AdmissibleField (fun _ => (0 : Space)) := by
refine ⟨contDiff_const, ?_, effective_zero, ?_, ?_⟩
· exact HasCompactSupport.zero
· intro t x
simp [spatialDivergence]
· intro t x ht
rfl
theorem globalFlow_zero : IsGlobalFlow (fun _ => (0 : Space)) (fun _ x => x) := by
refine ⟨fun _ => rfl, ?_, ?_⟩
· intro t x
exact hasDerivAt_const t x
· intro x γ hγ hder t
have hc := is_const_of_deriv_eq_zero (fun s => (hder s).differentiableAt)
(fun s => (hder s).deriv) t 0
exact hc.trans hγ
theorem identity_routing {n : ℕ} (a h : Fin n → RationalSpace)
(hh : ∀ i j, 0 < h i j) :
∃ U : Field, ∃ Φ : ℝ → Space → Space,
AdmissibleField U ∧ IsGlobalFlow U Φ ∧ Delivers a a h h Φ := by
refine ⟨fun _ => 0, fun _ x => x, admissible_zero, globalFlow_zero, ?_⟩
intro i
refine ⟨Set.univ, isOpen_univ, Set.subset_univ _, ?_⟩
intro x hx
ext j
simp [prescribedAffine, ne_of_gt (hh i j)]
theorem empty_routing (a b h k : Fin 0 → RationalSpace) :
∃ U : Field, ∃ Φ : ℝ → Space → Space,
AdmissibleField U ∧ IsGlobalFlow U Φ ∧ Delivers a b h k Φ := by
refine ⟨fun _ => 0, fun _ x => x, admissible_zero, globalFlow_zero, ?_⟩
exact fun i => Fin.elim0 i
theorem center_mem_realBox {c h : Space} (hh : ∀ j, 0 ≤ h j) : c ∈ realBox c h := by
intro j
simpa using hh j
theorem realBox_disjoint_of_gap {c d h k : Space}
(hgap : ∃ j, h j + k j < |c j - d j|) :
Disjoint (realBox c h) (realBox d k) := by
apply Set.disjoint_left.mpr
intro x hx hy
obtain ⟨j, hj⟩ := hgap
have hle : |c j - d j| ≤ h j + k j := calc
|c j - d j| = |(c j - x j) + (x j - d j)| := by congr 1; ring
_ ≤ |c j - x j| + |x j - d j| := abs_add_le _ _
_ = |x j - c j| + |x j - d j| := by rw [abs_sub_comm (c j) (x j)]
_ ≤ h j + k j := add_le_add (hx j) (hy j)
exact (not_lt_of_ge hle) hj
theorem realBox_disjoint_iff {c d h k : Space}
(hh : ∀ j, 0 ≤ h j) (hk : ∀ j, 0 ≤ k j) :
Disjoint (realBox c h) (realBox d k) ↔
∃ j, h j + k j < |c j - d j| := by
refine ⟨?_, realBox_disjoint_of_gap⟩
intro hdis
by_contra hn
push Not at hn
let x : Space := fun j => max (c j - h j) (d j - k j)
have hx : x ∈ realBox c h := by
intro j
have hj := (abs_le.mp (hn j)).1
have hwidth := hh j
apply abs_le.mpr
constructor
· dsimp [x]
have := le_max_left (c j - h j) (d j - k j)
linarith
· have hup : x j ≤ c j + h j := by
apply max_le <;> linarith
linarith
have hy : x ∈ realBox d k := by
intro j
have hj := (abs_le.mp (hn j)).2
have hwidth := hk j
apply abs_le.mpr
constructor
· dsimp [x]
have := le_max_right (c j - h j) (d j - k j)
linarith
· have hup : x j ≤ d j + k j := by
apply max_le <;> linarith
linarith
exact (Set.disjoint_left.mp hdis) hx hy
theorem solidBox_disjoint_iff {a b h k : RationalSpace}
(hh : ∀ j, 0 ≤ h j) (hk : ∀ j, 0 ≤ k j) :
Disjoint (solidBox a h) (solidBox b k) ↔
∃ j, h j + k j < |a j - b j| := by
have hh' : ∀ j, 0 ≤ realPoint h j := by
intro j
change (0 : ℝ) ≤ (h j : ℝ)
exact_mod_cast hh j
have hk' : ∀ j, 0 ≤ realPoint k j := by
intro j
change (0 : ℝ) ≤ (k j : ℝ)
exact_mod_cast hk j
rw [solidBox, solidBox, realBox_disjoint_iff hh' hk']
constructor
· rintro ⟨j, hj⟩
refine ⟨j, ?_⟩
change (h j : ℝ) + (k j : ℝ) < |(a j : ℝ) - (b j : ℝ)| at hj
exact_mod_cast hj
· rintro ⟨j, hj⟩
refine ⟨j, ?_⟩
change (h j : ℝ) + (k j : ℝ) < |(a j : ℝ) - (b j : ℝ)|
exact_mod_cast hj
theorem centers_ne_of_disjoint {c d h k : Space}
(hh : ∀ j, 0 ≤ h j) (hk : ∀ j, 0 ≤ k j)
(hdis : Disjoint (realBox c h) (realBox d k)) : c ≠ d := by
intro hcd
subst d
exact Set.disjoint_left.mp hdis (center_mem_realBox hh) (center_mem_realBox hk)
theorem expansion_preserves_disjoint {c d h k : Space} {Λ : ℝ}
(hh : ∀ j, 0 ≤ h j) (hk : ∀ j, 0 ≤ k j)
(hdis : Disjoint (realBox c h) (realBox d k)) (hΛ : 1 ≤ Λ) :
Disjoint (realBox (fun j => Λ * c j) h) (realBox (fun j => Λ * d j) k) := by
obtain ⟨j, hj⟩ := (realBox_disjoint_iff hh hk).mp hdis
apply realBox_disjoint_of_gap
refine ⟨j, hj.trans_le ?_⟩
calc
|c j - d j| ≤ Λ * |c j - d j| := le_mul_of_one_le_left (abs_nonneg _) hΛ
_ = |Λ * c j - Λ * d j| := by
rw [← mul_sub, abs_mul, abs_of_nonneg (by linarith : 0 ≤ Λ)]
theorem padded_boxes_disjoint_of_clearance {c d h k : Space} {R η : ℝ}
(hR : 0 < R) (hη : η < R / 8)
(hh : ∀ j, h j ≤ R) (hk : ∀ j, k j ≤ R)
(hclear : ∃ j, 4 * R ≤ |c j - d j|) :
Disjoint (realBox c (fun j => h j + 2 * η))
(realBox d (fun j => k j + 2 * η)) := by
obtain ⟨j, hj⟩ := hclear
apply realBox_disjoint_of_gap
refine ⟨j, ?_⟩
have := hh j
have := hk j
linarith
def coordinateGap (a b h k : RationalSpace) : ℚ :=
(Finset.univ : Finset (Fin 3)).sup' Finset.univ_nonempty
(fun j => |a j - b j| - h j - k j)
theorem coordinateGap_pos_iff (a b h k : RationalSpace) :
0 < coordinateGap a b h k ↔ ∃ j, h j + k j < |a j - b j| := by
simp only [coordinateGap, Finset.lt_sup'_iff, Finset.mem_univ, true_and]
constructor <;> rintro ⟨j, hj⟩ <;> exact ⟨j, by linarith⟩
theorem positive_finset_lower_bound {ι : Type*} [DecidableEq ι]
(s : Finset ι) (f : ι → ℚ) :
(∀ i ∈ s, 0 < f i) → ∃ g : ℚ, 0 < g ∧ ∀ i ∈ s, g ≤ f i := by
induction s using Finset.induction_on with
| empty =>
intro _
exact ⟨1, by norm_num, by simp⟩
| @insert i s hi ih =>
intro hf
obtain ⟨g, hg, hgf⟩ := ih (fun j hj => hf j (Finset.mem_insert_of_mem hj))
refine ⟨min g (f i), lt_min hg (hf i (Finset.mem_insert_self _ _)), ?_⟩
intro j hj
rcases Finset.mem_insert.mp hj with rfl | hj
· exact min_le_right _ _
· exact (min_le_left _ _).trans (hgf j hj)
theorem uniform_rational_gap {n : ℕ} (a h : Fin n → RationalSpace)
(hh : ∀ i j, 0 ≤ h i j)
(hdis : Pairwise fun i j => Disjoint (solidBox (a i) (h i)) (solidBox (a j) (h j))) :
∃ g : ℚ, 0 < g ∧ ∀ i j, i ≠ j →
∃ l, h i l + h j l + g ≤ |a i l - a j l| := by
let pairs := (Finset.univ : Finset (Fin n × Fin n)).filter (fun p => p.1 ≠ p.2)
have hpos : ∀ p ∈ pairs, 0 < coordinateGap (a p.1) (a p.2) (h p.1) (h p.2) := by
intro p hp
have hne : p.1 ≠ p.2 := (Finset.mem_filter.mp hp).2
apply (coordinateGap_pos_iff _ _ _ _).mpr
exact (solidBox_disjoint_iff (hh _) (hh _)).mp (hdis hne)
obtain ⟨g, hg, hbound⟩ := positive_finset_lower_bound pairs
(fun p => coordinateGap (a p.1) (a p.2) (h p.1) (h p.2)) hpos
refine ⟨g, hg, ?_⟩
intro i j hij
have hb := hbound (i, j) (by simp [pairs, hij])
obtain ⟨l, hlmem, hl⟩ := (Finset.le_sup'_iff Finset.univ_nonempty).mp hb
exact ⟨l, by dsimp at hl; linarith⟩
theorem exists_expansion_factor {n : ℕ} (a b h k : Fin n → RationalSpace)
(hh : ∀ i j, 0 ≤ h i j) (hk : ∀ i j, 0 ≤ k i j)
(ha : Pairwise fun i j => Disjoint (solidBox (a i) (h i)) (solidBox (a j) (h j)))
(hb : Pairwise fun i j => Disjoint (solidBox (b i) (k i)) (solidBox (b j) (k j)))
(R : ℚ) (hR : 0 < R) :
∃ Λ : ℚ, 10 < Λ ∧
(∀ i j, i ≠ j → ∃ l, 20 * R < |Λ * a i l - Λ * a j l|) ∧
(∀ i j, i ≠ j → ∃ l, 20 * R < |Λ * b i l - Λ * b j l|) := by
obtain ⟨ga, hga, haga⟩ := uniform_rational_gap a h hh ha
obtain ⟨gb, hgb, hbgb⟩ := uniform_rational_gap b k hk hb
let g := min ga gb
have hg : 0 < g := lt_min hga hgb
let Λ : ℚ := 11 + 20 * R / g
have hΛ : 10 < Λ := by
have : 0 < 20 * R / g := by positivity
dsimp [Λ]
linarith
have hΛ0 : 0 ≤ Λ := by linarith
have hΛg : 20 * R < Λ * g := by
dsimp [Λ]
rw [add_mul, div_mul_cancel₀ _ (ne_of_gt hg)]
nlinarith
refine ⟨Λ, hΛ, ?_, ?_⟩
· intro i j hij
obtain ⟨l, hl⟩ := haga i j hij
have hgabs : g ≤ |a i l - a j l| := by
have := hh i l
have := hh j l
have : g ≤ ga := min_le_left _ _
linarith
refine ⟨l, hΛg.trans_le ?_⟩
calc
Λ * g ≤ Λ * |a i l - a j l| := mul_le_mul_of_nonneg_left hgabs hΛ0
_ = |Λ * a i l - Λ * a j l| := by rw [← mul_sub, abs_mul, abs_of_nonneg hΛ0]
· intro i j hij
obtain ⟨l, hl⟩ := hbgb i j hij
have hgabs : g ≤ |b i l - b j l| := by
have := hk i l
have := hk j l
have : g ≤ gb := min_le_right _ _
linarith
refine ⟨l, hΛg.trans_le ?_⟩
calc
Λ * g ≤ Λ * |b i l - b j l| := mul_le_mul_of_nonneg_left hgabs hΛ0
_ = |Λ * b i l - Λ * b j l| := by rw [← mul_sub, abs_mul, abs_of_nonneg hΛ0]
theorem exists_rational_padding {n : ℕ} (a b h k : Fin n → RationalSpace)
(hh : ∀ i j, 0 ≤ h i j) (hk : ∀ i j, 0 ≤ k i j)
(ha : Pairwise fun i j => Disjoint (solidBox (a i) (h i)) (solidBox (a j) (h j)))
(hb : Pairwise fun i j => Disjoint (solidBox (b i) (k i)) (solidBox (b j) (k j)))
(R : ℚ) (hR : 0 < R) :
∃ η : ℚ, 0 < η ∧ η < R / 8 ∧
(Pairwise fun i j =>
Disjoint (realBox (realPoint (a i)) (fun l => (h i l : ℝ) + 2 * η))
(realBox (realPoint (a j)) (fun l => (h j l : ℝ) + 2 * η))) ∧
(Pairwise fun i j =>
Disjoint (realBox (realPoint (b i)) (fun l => (k i l : ℝ) + 2 * η))
(realBox (realPoint (b j)) (fun l => (k j l : ℝ) + 2 * η))) := by
obtain ⟨ga, hga, haga⟩ := uniform_rational_gap a h hh ha
obtain ⟨gb, hgb, hbgb⟩ := uniform_rational_gap b k hk hb
let m := min R (min ga gb)
have hm : 0 < m := lt_min hR (lt_min hga hgb)
let η := m / 16
have hη0 : 0 < η := by dsimp [η]; positivity
have hmR : m ≤ R := min_le_left _ _
have hmga : m ≤ ga := (min_le_right _ _).trans (min_le_left _ _)
have hmgb : m ≤ gb := (min_le_right _ _).trans (min_le_right _ _)
have hηR : η < R / 8 := by dsimp [η]; linarith
have hηa : 4 * η < ga := by dsimp [η]; linarith
have hηb : 4 * η < gb := by dsimp [η]; linarith
refine ⟨η, hη0, hηR, ?_, ?_⟩
· intro i j hij
obtain ⟨l, hl⟩ := haga i j hij
apply realBox_disjoint_of_gap
refine ⟨l, ?_⟩
have hlt : (h i l + 2 * η) + (h j l + 2 * η) < |a i l - a j l| := by linarith
change ((h i l : ℝ) + 2 * (η : ℝ)) + ((h j l : ℝ) + 2 * (η : ℝ)) <
|(a i l : ℝ) - (a j l : ℝ)|
exact_mod_cast hlt
· intro i j hij
obtain ⟨l, hl⟩ := hbgb i j hij
apply realBox_disjoint_of_gap
refine ⟨l, ?_⟩
have hlt : (k i l + 2 * η) + (k j l + 2 * η) < |b i l - b j l| := by linarith
change ((k i l : ℝ) + 2 * (η : ℝ)) + ((k j l : ℝ) + 2 * (η : ℝ)) <
|(b i l : ℝ) - (b j l : ℝ)|
exact_mod_cast hlt
def parkingCenter (K R : ℚ) (i : ℕ) : RationalSpace :=
![K + 30 * R * ((i : ℚ) + 1), 0, 0]
theorem parking_separated {K R : ℚ} (hR : 0 < R) {i j : ℕ} (hij : i ≠ j) :
30 * R ≤ |parkingCenter K R i 0 - parkingCenter K R j 0| := by
rcases lt_or_gt_of_ne hij with hlt | hgt
· have hle : (i : ℚ) + 1 ≤ (j : ℚ) := by exact_mod_cast Nat.succ_le_of_lt hlt
have habs := neg_le_abs (parkingCenter K R i 0 - parkingCenter K R j 0)
simp only [parkingCenter, Matrix.cons_val_zero] at *
nlinarith
· have hle : (j : ℚ) + 1 ≤ (i : ℚ) := by exact_mod_cast Nat.succ_le_of_lt hgt
have habs := le_abs_self (parkingCenter K R i 0 - parkingCenter K R j 0)
simp only [parkingCenter, Matrix.cons_val_zero] at *
nlinarith
theorem parking_clearance {K R : ℚ} (hR : 0 < R)
(q : RationalSpace) (hq : |q 0| ≤ K) (i : ℕ) :
30 * R ≤ |parkingCenter K R i 0 - q 0| := by
have hq' : q 0 ≤ K := (le_abs_self _).trans hq
have hi : (0 : ℚ) ≤ (i : ℚ) := Nat.cast_nonneg i
calc
30 * R ≤ parkingCenter K R i 0 - q 0 := by dsimp [parkingCenter]; nlinarith
_ ≤ |parkingCenter K R i 0 - q 0| := le_abs_self _
theorem exists_parking_offset {n : ℕ} (a b : Fin n → RationalSpace) (Λ : ℚ) :
∃ K : ℚ, 4 * Λ ≤ K ∧ (∀ i, |Λ * a i 0| ≤ K) ∧ (∀ i, |Λ * b i 0| ≤ K) := by
let f : Option (Bool × Fin n) → ℚ
| none => 4 * Λ
| some (false, i) => |Λ * a i 0|
| some (true, i) => |Λ * b i 0|
let K := (Finset.univ : Finset (Option (Bool × Fin n))).sup' Finset.univ_nonempty f
have hf (p : Option (Bool × Fin n)) : f p ≤ K :=
Finset.le_sup' f (Finset.mem_univ p)
exact ⟨K, hf none, fun i => hf (some (false, i)), fun i => hf (some (true, i))⟩
theorem smooth_power_scale {s : ℝ} (hs : 0 < s) :
ContDiff ℝ ∞ (fun θ : ℝ => s ^ θ) := by
simp only [Real.rpow_def_of_pos hs]
fun_prop
theorem power_scale_between {s θ : ℝ} (hs : 0 < s) (hθ : θ ∈ Set.Icc (0 : ℝ) 1) :
min 1 s ≤ s ^ θ ∧ s ^ θ ≤ max 1 s := by
rcases le_total 1 s with hle | hle
· rw [min_eq_left hle, max_eq_right hle]
constructor
· simpa using Real.rpow_le_rpow_of_exponent_le hle hθ.1
· simpa using Real.rpow_le_rpow_of_exponent_le hle hθ.2
· rw [min_eq_right hle, max_eq_left hle]
constructor
· simpa using Real.rpow_le_rpow_of_exponent_ge hs hle hθ.2
· exact Real.rpow_le_one hs.le hle hθ.1
theorem determinant_power_scale (s : Space) (hs : ∀ j, 0 < s j)
(hdet : ∏ j : Fin 3, s j = 1) (θ : ℝ) :
Matrix.det (Matrix.diagonal (fun j => s j ^ θ)) = 1 := by
rw [Matrix.det_diagonal, Real.finsetProd_rpow _ _ (fun j _ => (hs j).le), hdet,
Real.one_rpow]
theorem geometric_halfwidth_le {h k R θ : ℝ}
(hh : 0 < h) (hk : 0 < k) (hhR : h ≤ R) (hkR : k ≤ R)
(hθ : θ ∈ Set.Icc (0 : ℝ) 1) :
h * (k / h) ^ θ ≤ R := by
rcases le_total k h with hkh | hhk
· have hs : k / h ≤ 1 := (div_le_one hh).mpr hkh
have hp : (k / h) ^ θ ≤ 1 := Real.rpow_le_one (div_pos hk hh).le hs hθ.1
calc
h * (k / h) ^ θ ≤ h * 1 := mul_le_mul_of_nonneg_left hp hh.le
_ ≤ R := by simpa using hhR
· have hs : 1 ≤ k / h := (le_div_iff₀ hh).mpr (by simpa using hhk)
have hp : (k / h) ^ θ ≤ k / h := by
simpa using Real.rpow_le_rpow_of_exponent_le hs hθ.2
calc
h * (k / h) ^ θ ≤ h * (k / h) := mul_le_mul_of_nonneg_left hp hh.le
_ = k := by field_simp
_ ≤ R := hkR
theorem reshaping_properties (h k : Space)
(hh : ∀ j, 0 < h j) (hk : ∀ j, 0 < k j)
(hvol : ∏ j : Fin 3, k j / h j = 1)
{R θ : ℝ} (hhR : ∀ j, h j ≤ R) (hkR : ∀ j, k j ≤ R)
(hθ : θ ∈ Set.Icc (0 : ℝ) 1) :
(∀ j, 0 < (k j / h j) ^ θ) ∧
(∀ j, h j * (k j / h j) ^ θ ≤ R) ∧
Matrix.det (Matrix.diagonal (fun j => (k j / h j) ^ θ)) = 1 := by
refine ⟨fun j => Real.rpow_pos_of_pos (div_pos (hk j) (hh j)) _, ?_, ?_⟩
· intro j
exact geometric_halfwidth_le (hh j) (hk j) (hhR j) (hkR j) hθ
· exact determinant_power_scale _ (fun j => div_pos (hk j) (hh j)) hvol θ
theorem diagonal_affine_image (c d h s : Space) (hs : ∀ j, 0 < s j) :
(fun x : Space => fun j => d j + s j * (x j - c j)) '' realBox c h =
realBox d (fun j => s j * h j) := by
ext y
constructor
· rintro ⟨x, hx, rfl⟩
intro j
dsimp
rw [add_sub_cancel_left, abs_mul, abs_of_pos (hs j)]
exact mul_le_mul_of_nonneg_left (hx j) (hs j).le
· intro hy
let x : Space := fun j => c j + (y j - d j) / s j
refine ⟨x, ?_, ?_⟩
· intro j
dsimp [x]
rw [add_sub_cancel_left, abs_div, abs_of_pos (hs j)]
apply (div_le_iff₀ (hs j)).mpr
simpa [mul_comm] using hy j
· ext j
dsimp [x]
rw [add_sub_cancel_left]
have hsj : s j ≠ 0 := ne_of_gt (hs j)
field_simp
ring
theorem prescribedAffine_image (a b h k : RationalSpace)
(hh : ∀ j, 0 < h j) (hk : ∀ j, 0 < k j) :
prescribedAffine a b h k '' solidBox a h = solidBox b k := by
let s : Space := fun j => ((k j / h j : ℚ) : ℝ)
have hs : ∀ j, 0 < s j := by
intro j
change (0 : ℝ) < ((k j / h j : ℚ) : ℝ)
exact_mod_cast div_pos (hk j) (hh j)
have hw : (fun j => s j * realPoint h j) = realPoint k := by
ext j
change ((k j / h j : ℚ) : ℝ) * (h j : ℝ) = (k j : ℝ)
exact_mod_cast div_mul_cancel₀ (k j) (ne_of_gt (hh j))
have himage := diagonal_affine_image (realPoint a) (realPoint b) (realPoint h) s hs
rw [hw] at himage
exact himage
def openBox (c h : Space) (ε : ℝ) : Set Space :=
{x | ∀ j, |x j - c j| < h j + ε}
theorem isOpen_openBox (c h : Space) (ε : ℝ) : IsOpen (openBox c h ε) := by
simp only [openBox, Set.ofPred_forall]
apply isOpen_iInter_of_finite
intro j
apply isOpen_lt
· fun_prop
· fun_prop
theorem realBox_subset_openBox (c h : Space) {ε : ℝ} (hε : 0 < ε) :
realBox c h ⊆ openBox c h ε := by
intro x hx j
exact (hx j).trans_lt (lt_add_of_pos_right _ hε)
theorem affine_openBox_control (c d h s : Space) {ε M : ℝ}
(hε : 0 ≤ ε) (hs : ∀ j, 0 < s j) (hsM : ∀ j, s j ≤ M)
{x : Space} (hx : x ∈ openBox c h ε) :
(fun j => d j + s j * (x j - c j)) ∈
openBox d (fun j => s j * h j) (M * ε) := by
intro j
dsimp
rw [add_sub_cancel_left, abs_mul, abs_of_pos (hs j)]
calc
s j * |x j - c j| < s j * (h j + ε) := mul_lt_mul_of_pos_left (hx j) (hs j)
_ ≤ s j * h j + M * ε := by
have := mul_le_mul_of_nonneg_right (hsM j) hε
nlinarith
end BoxTransport.Routing
end
end OAI