openAI-math-dataset / lean /ComparatorChallenges /BalancedBoxRouting.lean
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import Mathlib
namespace OAI
open scoped BigOperators ContDiff
namespace BoxTransport.Routing
abbrev Space := Fin 3 → ℝ
abbrev RationalSpace := Fin 3 → ℚ
abbrev SpaceTime := ℝ × Space
abbrev RationalSpaceTime := ℚ × RationalSpace
abbrev Field := SpaceTime → Space
abbrev Axis := Option (Fin 3)
def coordinateVector (j : Fin 3) : Space := Pi.single j 1
def coordinateDirection : Axis → SpaceTime
| none => (1, 0)
| some j => (0, coordinateVector j)
def realPoint (q : RationalSpace) : Space := fun j => (q j : ℝ)
def realSpaceTime (q : RationalSpaceTime) : SpaceTime := (q.1, realPoint q.2)
def realBox (c r : Space) : Set Space :=
{x | ∀ j, |x j - c j| ≤ r j}
def solidBox (a h : RationalSpace) : Set Space :=
realBox (realPoint a) (realPoint h)
def prescribedAffine (a b h k : RationalSpace) (x : Space) : Space :=
fun j => (b j : ℝ) + ((k j / h j : ℚ) : ℝ) * (x j - (a j : ℝ))
noncomputable def mixedDerivative : List Axis → Field → Field
| [], U => U
| j :: js, U => fun p => fderiv ℝ (mixedDerivative js U) p (coordinateDirection j)
abbrev RationalCode := ℕ × ℕ × ℕ
def rationalValue (q : RationalCode) : ℚ := ((q.1 : ℚ) - q.2.1) / (q.2.2 + 1)
abbrev RationalPointCode := RationalCode × RationalCode × RationalCode × RationalCode
def codeSpaceTime (q : RationalPointCode) : SpaceTime :=
((rationalValue q.1 : ℝ), ![(rationalValue q.2.1 : ℝ),
(rationalValue q.2.2.1 : ℝ), (rationalValue q.2.2.2 : ℝ)])
abbrev EvaluationRequest := List Axis × RationalPointCode × ℕ × Fin 3
def Effective (U : Field) : Prop :=
∃ eval : EvaluationRequest → RationalCode,
∃ modulus : List Axis × ℕ → ℕ,
∃ bound : List Axis → ℕ,
Computable eval ∧ Computable modulus ∧ Computable bound ∧
(∀ (ds : List Axis) (q : RationalPointCode) (n : ℕ) (p : SpaceTime),
‖p - codeSpaceTime q‖ ≤ ((modulus (ds, n) : ℝ) + 1)⁻¹ →
∀ j : Fin 3,
|mixedDerivative ds U p j - (rationalValue (eval (ds, q, n, j)) : ℝ)| ≤
((n : ℝ) + 1)⁻¹) ∧
(∀ (ds : List Axis) (p : SpaceTime) (j : Fin 3),
|mixedDerivative ds U p j| ≤ (bound ds : ℝ))
noncomputable def spatialDivergence (U : Field) (t : ℝ) (x : Space) : ℝ :=
∑ j : Fin 3, (fderiv ℝ (fun y => U (t, y)) x (coordinateVector j)) j
def AdmissibleField (U : Field) : Prop :=
ContDiff ℝ ∞ U ∧ HasCompactSupport U ∧ Effective U ∧
(∀ t x, spatialDivergence U t x = 0) ∧
(∀ (t : ℝ) (x : Space), t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → U (t, x) = 0)
def IsGlobalFlow (U : Field) (Φ : ℝ → Space → Space) : Prop :=
(∀ x, Φ 0 x = x) ∧
(∀ t x, HasDerivAt (fun s => Φ s x) (U (t, Φ t x)) t) ∧
(∀ (x : Space) (γ : ℝ → Space), γ 0 = x →
(∀ t, HasDerivAt γ (U (t, γ t)) t) → ∀ t, γ t = Φ t x)
def Delivers {n : ℕ} (a b h k : Fin n → RationalSpace)
(Φ : ℝ → Space → Space) : Prop :=
∀ i, ∃ O : Set Space, IsOpen O ∧ solidBox (a i) (h i) ⊆ O ∧
∀ x ∈ O, Φ 1 x = prescribedAffine (a i) (b i) (h i) (k i) x
theorem balanced_box_routing
(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)))
(hvol : ∀ i, ∏ j : Fin 3, k i j / h i j = 1) :
∃ U : Field, ∃ Φ : ℝ → Space → Space,
AdmissibleField U ∧ IsGlobalFlow U Φ ∧ Delivers a b h k Φ := by
sorry
end BoxTransport.Routing
end OAI