openAI-math-dataset / lean /OAI /Geometry /ProjectionVolume /PolytopeIncidence.lean
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import OAI.Geometry.ProjectionVolume.PolytopeFacets
import OAI.Geometry.ProjectionVolume.CubeFibers
import Mathlib.Analysis.Convex.Intrinsic
import Mathlib.Analysis.Convex.Measure
namespace OAI
universe uι
open Set MeasureTheory
open scoped RealInnerProductSpace
noncomputable section
namespace Paper092.HPolytope
variable {d : ℕ} {ι : Type uι} [Fintype ι] (P : HPolytope d ι)
theorem projectionVolume_le_surface (S : Set (Euclidean d)) (u : Euclidean d) (hu : u ≠ 0) :
projectionVolume S u ≤ μHE[d - 1] S := by
unfold projectionVolume
rw [← InnerProductSpace.euclideanHausdorffMeasure_eq_volume,
normalHyperplane_finrank u hu]
simp only [Measure.euclideanHausdorffMeasure_def, Measure.smul_apply]
simp only [ENNReal.smul_def, smul_eq_mul]
exact mul_le_mul_right
(hausdorffMeasure_orthogonalProjectionOnto_le (normalHyperplane u)
((d - 1 : ℕ) : ℝ) S (by positivity)) _
theorem projected_face_inter_null (u : Euclidean d) (hu : u ≠ 0) (a b : ι) (hab : a ≠ b) :
volume ((normalHyperplane u).orthogonalProjectionOnto '' (P.face a ∩ P.face b)) = 0 := by
apply le_antisymm _ bot_le
exact (projectionVolume_le_surface (P.face a ∩ P.face b) u hu).trans_eq
(P.face_inter_surface_null a b hab)
theorem strict_face_point_mem_intrinsicInterior (a : ι) (x : Euclidean d)
(hx : x ∈ P.face a) (hstrict : ∀ b, b ≠ a → ⟪P.normal b, x⟫ < P.offset b) :
x ∈ intrinsicInterior ℝ (P.face a) := by
classical
let Q := affineSpan ℝ (P.face a)
let T : AffineSubspace ℝ (Euclidean d) :=
(affineSpan ℝ ({P.offset a} : Set ℝ)).comap (innerₛₗ ℝ (P.normal a)).toAffineMap
have hQle : Q ≤ T := by
apply affineSpan_le.mpr
intro y hy
simpa [T] using hy.2
have hplane (y : Q) : ⟪P.normal a, (y : Euclidean d)⟫ = P.offset a := by
have h := hQle y.property
simpa [T] using h
let S : Set Q := ⋂ b : {b : ι // b ≠ a},
{y | ⟪P.normal b.val, (y : Euclidean d)⟫ < P.offset b.val}
have hopen : IsOpen S := isOpen_iInter_of_finite fun b =>
isOpen_lt ((innerSL ℝ (P.normal b.val)).continuous.comp continuous_subtype_val) continuous_const
let xQ : Q := ⟨x, subset_affineSpan ℝ _ hx⟩
have hxS : xQ ∈ S := mem_iInter.mpr (fun b => hstrict b.val b.property)
have hsub : S ⊆ (Subtype.val ⁻¹' P.face a : Set Q) := by
intro y hy
refine ⟨?_, hplane y⟩
intro b
by_cases hba : b = a
· simpa only [hba, hplane y] using le_refl (P.offset a)
· exact (mem_iInter.mp hy ⟨b, hba⟩).le
apply mem_intrinsicInterior.mpr
refine ⟨xQ, interior_mono hsub ?_, rfl⟩
simpa only [hopen.interior_eq] using hxS
def badProjection (u : Euclidean d) : Set (normalHyperplane u) :=
⋃ a : ι, ⋃ b : {b : ι // b ≠ a},
(normalHyperplane u).orthogonalProjectionOnto '' (P.face a ∩ P.face b.val)
theorem badProjection_null (u : Euclidean d) (hu : u ≠ 0) : volume (P.badProjection u) = 0 := by
apply measure_iUnion_null
intro a
apply measure_iUnion_null
intro b
exact P.projected_face_inter_null u hu a b.val (Ne.symm b.property)
theorem strict_of_not_badProjection (u : Euclidean d) (y : normalHyperplane u)
(hy : y ∉ P.badProjection u) (a : ι) (x : Euclidean d) (hx : x ∈ P.face a)
(hproj : (normalHyperplane u).orthogonalProjectionOnto x = y) :
∀ b, b ≠ a → ⟪P.normal b, x⟫ < P.offset b := by
intro b hba
apply lt_of_le_of_ne (hx.1 b)
intro hbx
apply hy
exact mem_iUnion.mpr ⟨a, mem_iUnion.mpr ⟨⟨b, hba⟩, x, ⟨hx, hx.1, hbx⟩, hproj⟩⟩
theorem affineSpan_face_of_not_badProjection (u : Euclidean d)
(y : normalHyperplane u) (hy : y ∉ P.badProjection u) (a : ι)
(ha : y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.face a) :
(affineSpan ℝ (P.face a) : Set (Euclidean d)) =
{x | ⟪P.normal a, x⟫ = P.offset a} := by
obtain ⟨x, hx, hxy⟩ := ha
apply P.affineSpan_face_of_essential a
intro hred
obtain ⟨b, hba, hb⟩ := P.exists_other_active_of_redundant a hred x hx
exact (ne_of_lt (P.strict_of_not_badProjection u y hy a x hx hxy b hba)) hb
theorem parameter_of_projection_eq (u : Euclidean d) (y : normalHyperplane u)
(x : Euclidean d) (hx : (normalHyperplane u).orthogonalProjectionOnto x = y) :
∃ t : ℝ, x = (y : Euclidean d) + t • u := by
apply (Paper092.projection_eq_iff_parallel u x y).mp
exact hx.trans ((normalHyperplane u).orthogonalProjectionOnto_mem_subspace_eq_self y).symm
theorem interval_of_opposite_faces (u y : Euclidean d) (a b : ι) (l r : ℝ)
(hla : y + l • u ∈ P.face a) (hrb : y + r • u ∈ P.face b)
(ha : 0 < P.velocity u a) (hb : P.velocity u b < 0) :
lineFiber P.body y u = Icc l r := by
have hl := (P.mem_face_iff_slack a _).mp hla
have hr := (P.mem_face_iff_slack b _).mp hrb
rw [P.slack_add_smul] at hl hr
ext t
change y + t • u ∈ P.body ↔ l ≤ t ∧ t ≤ r
constructor
· intro ht
have hta := (P.mem_body_iff_slack _).mp ht a
have htb := (P.mem_body_iff_slack _).mp ht b
rw [P.slack_add_smul] at hta htb
constructor <;> nlinarith
· rintro ⟨hlt, htr⟩
apply (P.mem_body_iff_slack _).mpr
intro i
rw [P.slack_add_smul]
by_cases hi : 0 ≤ P.velocity u i
· have hli := (P.mem_body_iff_slack _).mp hl.1 i
rw [P.slack_add_smul] at hli
nlinarith [mul_nonneg (sub_nonneg.mpr hlt) hi]
· have hri := (P.mem_body_iff_slack _).mp hr.1 i
rw [P.slack_add_smul] at hri
nlinarith [mul_nonpos_of_nonneg_of_nonpos (sub_nonneg.mpr htr) (le_of_not_ge hi)]
theorem two_facet_interiors_outside_bad (u : Euclidean d) (hu : u ≠ 0)
(y : normalHyperplane u) (hy : y ∉ P.badProjection u)
(hyP : y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.body) :
∃ (a b : ι) (l r : ℝ), a ≠ b ∧ l < r ∧
lineFiber P.body (y : Euclidean d) u = Icc l r ∧
(y : Euclidean d) + l • u ∈ intrinsicInterior ℝ (P.face a) ∧
(y : Euclidean d) + r • u ∈ intrinsicInterior ℝ (P.face b) ∧
{i | y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.face i} = {a, b} ∧
{i | y ∈ (normalHyperplane u).orthogonalProjectionOnto ''
intrinsicInterior ℝ (P.face i)} = {a, b} := by
classical
obtain ⟨p, hp, hpy⟩ := hyP
obtain ⟨tf, _, hpf, b, hb, hqf⟩ := P.exists_front_point p u hu hp
have hf : p + tf • u ∈ P.face b := (P.mem_face_iff_slack _ _).mpr ⟨hpf, hqf⟩
have hfp : (normalHyperplane u).orthogonalProjectionOnto (p + tf • u) = y :=
((Paper092.projection_eq_iff_parallel u (p + tf • u) p).mpr ⟨tf, rfl⟩).trans hpy
obtain ⟨r, hrf⟩ := parameter_of_projection_eq u y (p + tf • u) hfp
have hrb : (y : Euclidean d) + r • u ∈ P.face b := by rwa [hrf] at hf
have hrp : (normalHyperplane u).orthogonalProjectionOnto ((y : Euclidean d) + r • u) = y := by
rwa [hrf] at hfp
obtain ⟨tb, _, hpb, a, ha', hqb⟩ := P.exists_front_point p (-u) (neg_ne_zero.mpr hu) hp
have ha : 0 < P.velocity u a := by simpa only [velocity_neg, neg_lt_zero] using ha'
have hback : p + tb • (-u) ∈ P.face a := (P.mem_face_iff_slack _ _).mpr ⟨hpb, hqb⟩
have hbp : (normalHyperplane u).orthogonalProjectionOnto (p + tb • (-u)) = y := by
have heq : p + tb • (-u) = p + (-tb) • u := by simp
rw [heq]
exact ((Paper092.projection_eq_iff_parallel u (p + (-tb) • u) p).mpr ⟨-tb, rfl⟩).trans hpy
obtain ⟨l, hlb⟩ := parameter_of_projection_eq u y (p + tb • (-u)) hbp
have hla : (y : Euclidean d) + l • u ∈ P.face a := by rwa [hlb] at hback
have hlp : (normalHyperplane u).orthogonalProjectionOnto ((y : Euclidean d) + l • u) = y := by
rwa [hlb] at hbp
have hab : a ≠ b := by intro h; subst b; linarith
have hls := P.strict_of_not_badProjection u y hy a _ hla hlp
have hrs := P.strict_of_not_badProjection u y hy b _ hrb hrp
have hlr : l < r := by
have hpos : 0 < P.slack ((y : Euclidean d) + l • u) b := sub_pos.mpr (hls b hab.symm)
have hzero := ((P.mem_face_iff_slack b _).mp hrb).2
rw [P.slack_add_smul] at hpos hzero
by_contra h
have hprod := mul_nonneg_of_nonpos_of_nonpos (sub_nonpos.mpr (le_of_not_gt h)) hb.le
nlinarith
have hint := P.interval_of_opposite_faces u y a b l r hla hrb ha hb
have hli := P.strict_face_point_mem_intrinsicInterior a _ hla hls
have hri := P.strict_face_point_mem_intrinsicInterior b _ hrb hrs
have hfaces : {i | y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.face i} = {a, b} := by
ext i
change (y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.face i) ↔ i = a ∨ i = b
constructor
· rintro ⟨z, hz, hzy⟩
by_cases hia : i = a
· exact Or.inl hia
by_cases hib : i = b
· exact Or.inr hib
exfalso
obtain ⟨t, hzt⟩ := parameter_of_projection_eq u y z hzy
have ht : t ∈ Icc l r := by
rw [← hint]
change (y : Euclidean d) + t • u ∈ P.body
rw [← hzt]
exact hz.1
have hzero : P.slack ((y : Euclidean d) + t • u) i = 0 := by
rw [← hzt]
exact ((P.mem_face_iff_slack i z).mp hz).2
have hlpos : 0 < P.slack ((y : Euclidean d) + l • u) i := sub_pos.mpr (hls i hia)
have hrpos : 0 < P.slack ((y : Euclidean d) + r • u) i := sub_pos.mpr (hrs i hib)
rw [P.slack_add_smul] at hzero hlpos hrpos
by_cases hi : 0 ≤ P.velocity u i
· nlinarith [mul_nonneg (sub_nonneg.mpr ht.1) hi]
· nlinarith [mul_nonpos_of_nonneg_of_nonpos (sub_nonneg.mpr ht.2) (le_of_not_ge hi)]
· rintro (rfl | rfl)
· exact ⟨_, hla, hlp⟩
· exact ⟨_, hrb, hrp⟩
refine ⟨a, b, l, r, hab, hlr, hint, hli, hri, hfaces, ?_⟩
ext i
change (y ∈ (normalHyperplane u).orthogonalProjectionOnto '' intrinsicInterior ℝ (P.face i)) ↔
i = a ∨ i = b
constructor
· intro hi
have hiface : y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.face i :=
Set.image_mono intrinsicInterior_subset hi
have hm : i ∈ ({a, b} : Set ι) := hfaces ▸ hiface
simpa only [mem_insert_iff, mem_singleton_iff] using hm
· rintro (rfl | rfl)
· exact ⟨_, hli, hlp⟩
· exact ⟨_, hri, hrp⟩
theorem ae_two_facet_interiors (u : Euclidean d) (hu : u ≠ 0) :
∀ᵐ y : normalHyperplane u ∂volume,
y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.body →
∃ (a b : ι) (l r : ℝ), a ≠ b ∧ l < r ∧
lineFiber P.body (y : Euclidean d) u = Icc l r ∧
(y : Euclidean d) + l • u ∈ intrinsicInterior ℝ (P.face a) ∧
(y : Euclidean d) + r • u ∈ intrinsicInterior ℝ (P.face b) ∧
{i | y ∈ (normalHyperplane u).orthogonalProjectionOnto '' P.face i} = {a, b} ∧
{i | y ∈ (normalHyperplane u).orthogonalProjectionOnto ''
intrinsicInterior ℝ (P.face i)} = {a, b} := by
have hgood : ∀ᵐ y : normalHyperplane u ∂volume, y ∉ P.badProjection u := by
rw [ae_iff]
simpa only [not_not, Set.ofPred_mem_eq] using P.badProjection_null u hu
filter_upwards [hgood] with y hy
exact P.two_facet_interiors_outside_bad u hu y hy
end Paper092.HPolytope
end
end OAI