openAI-math-dataset / lean /OAI /Computability /BinPacking /Packing /PackingScalarExpression.lean
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Add lean source and binary files (part 59)
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import OAI.Computability.BinPacking.Arithmetic.NatExpression
import OAI.Computability.BinPacking.Inventory.InventoryPrefixConservation
namespace OAI
namespace BinPackingGap.InventoryData
open IntegerPackingArithmetic
variable (D : InventoryData)
def coordinateDenominator : ℕ :=
geomDenominator D.graph.edges.length D.R D.geometryBound D.L
theorem coordinateDenominator_pos : 0 < D.coordinateDenominator :=
geomDenominator_pos _ _ _ _
def treeBaselineInteger : D.TreeRow → ℤ
| .inl (node, _) =>
treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .plus node.val
| .inr (.inl (node, _)) =>
treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .minus node.val
| .inr (.inr _) => D.coordinateDenominator
def rowBaselineInteger {v : D.Vertex} : D.RowAt v → ℤ
| .inl r => D.treeBaselineInteger r
| .inr (_, j) => baselineNumerator D.graph.edges.length D.R D.geometryBound D.L
(D.jobPosition j)
def treeDeadlineInteger : D.TreeRow → ℤ
| .inl (node, _) =>
if node.val ∈ D.plus.leaves then
treeLeftNumerator D.graph.edges.length D.R D.geometryBound D.L .plus node.val
else treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .plus node.val
| .inr (.inl (node, _)) =>
if node.val ∈ D.minus.leaves then
treeLeftNumerator D.graph.edges.length D.R D.geometryBound D.L .minus node.val
else treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .minus node.val
| .inr (.inr _) => D.coordinateDenominator
def deadlineInteger {v : D.Vertex} : D.MBase v → ℤ
| .inl r => D.treeDeadlineInteger r
| .inr j => baselineNumerator D.graph.edges.length D.R D.geometryBound D.L
(D.jobPosition j) - 1
def rowIntegerCoordinate {v : D.Vertex} (r : D.RowAt v) : ℤ :=
D.rowBaselineInteger r - if D.rowShort r then 1 else 0
def anchorIntegerCoordinate {v : D.Vertex} : D.AnchorAt v → ℤ
| .inl z => -D.deadlineInteger z
| .inr j =>
-baselineNumerator D.graph.edges.length D.R D.geometryBound D.L (D.jobPosition j) -
betaNumerator D.graph.edges.length D.R D.geometryBound D.L (D.jobPosition j).1
def globalIntegerCoordinate : D.GlobalCopy → ℤ
| ⟨.up one, _⟩ => -(if one then (D.coordinateDenominator : ℤ) else 0)
| ⟨.um one, _⟩ => -(if one then (D.coordinateDenominator : ℤ) else 0)
| ⟨.edge e permit, _⟩ =>
betaNumerator D.graph.edges.length D.R D.geometryBound D.L e +
if permit then 0 else 1
def localIntegerCoordinate {v : D.Vertex} : D.LocalAt v → ℤ
| .inl (.inl ⟨ell, _⟩) => -(localNumerator D.geometryBound D.L ell.val : ℤ)
| _ => 0
def itemIntegerCoordinate : D.Item → ℤ
| ⟨.x, ⟨_, r⟩⟩ => D.rowIntegerCoordinate r
| ⟨.anchor, ⟨_, a⟩⟩ => D.anchorIntegerCoordinate a
| ⟨.«global», u⟩ => D.globalIntegerCoordinate u
| ⟨.«local», ⟨_, l⟩⟩ => D.localIntegerCoordinate l
| ⟨.flag, _⟩ => 0
variable (hplus : D.plus.height ≤ D.L) (hminus : D.minus.height ≤ D.L)
include hplus hminus in
theorem coordinateDenominator_mul_treeBaseline (r : D.TreeRow) :
(D.coordinateDenominator : ℚ) * D.treeBaseline r =
(D.treeBaselineInteger r : ℚ) := by
rcases r with ⟨node, j⟩ | (⟨node, j⟩ | j)
· simpa only [treeBaseline, treeBaselineInteger, Int.cast_natCast,
coordinateDenominator] using
geomDenominator_mul_treeRight D.graph.edges.length D.R D.geometryBound D.L
.plus node.val ((D.plus.length_le_height node.property).trans hplus)
· simpa only [treeBaseline, treeBaselineInteger, Int.cast_natCast,
coordinateDenominator] using
geomDenominator_mul_treeRight D.graph.edges.length D.R D.geometryBound D.L
.minus node.val ((D.minus.length_le_height node.property).trans hminus)
· simp [treeBaseline, treeBaselineInteger]
include hplus hminus in
theorem coordinateDenominator_mul_rowBaseline {v : D.Vertex} (r : D.RowAt v) :
(D.coordinateDenominator : ℚ) * D.rowBaseline r =
(D.rowBaselineInteger r : ℚ) := by
rcases r with r | ⟨b, j⟩
· exact D.coordinateDenominator_mul_treeBaseline hplus hminus r
· exact geomDenominator_mul_baseline _ _ _ _ _
include hplus hminus in
theorem coordinateDenominator_mul_treeDeadline (r : D.TreeRow) :
(D.coordinateDenominator : ℚ) * D.treeDeadline r =
(D.treeDeadlineInteger r : ℚ) := by
rcases r with ⟨node, j⟩ | (⟨node, j⟩ | j)
· have hn := (D.plus.length_le_height node.property).trans hplus
by_cases hl : node.val ∈ D.plus.leaves
· simpa only [treeDeadline, treeDeadlineInteger, hl, ite_true, Int.cast_natCast,
coordinateDenominator] using
geomDenominator_mul_treeLeft D.graph.edges.length D.R D.geometryBound D.L
.plus node.val hn
· simpa only [treeDeadline, treeDeadlineInteger, hl, ite_false, Int.cast_natCast,
coordinateDenominator] using
geomDenominator_mul_treeRight D.graph.edges.length D.R D.geometryBound D.L
.plus node.val hn
· have hn := (D.minus.length_le_height node.property).trans hminus
by_cases hl : node.val ∈ D.minus.leaves
· simpa only [treeDeadline, treeDeadlineInteger, hl, ite_true, Int.cast_natCast,
coordinateDenominator] using
geomDenominator_mul_treeLeft D.graph.edges.length D.R D.geometryBound D.L
.minus node.val hn
· simpa only [treeDeadline, treeDeadlineInteger, hl, ite_false, Int.cast_natCast,
coordinateDenominator] using
geomDenominator_mul_treeRight D.graph.edges.length D.R D.geometryBound D.L
.minus node.val hn
· simp [treeDeadline, treeDeadlineInteger]
include hplus hminus in
theorem coordinateDenominator_mul_deadline {v : D.Vertex} (r : D.MBase v) :
(D.coordinateDenominator : ℚ) * D.deadline r =
(D.deadlineInteger r : ℚ) := by
rcases r with r | j
· exact D.coordinateDenominator_mul_treeDeadline hplus hminus r
· simp only [deadline, deadlineInteger, Geometry.jobLeft, mul_sub, Int.cast_sub,
Int.cast_one, coordinateDenominator, geomDenominator_mul_baseline,
geomDenominator_mul_delta]
include hplus hminus in
theorem coordinateDenominator_mul_rowCoordinate {v : D.Vertex} (r : D.RowAt v) :
(D.coordinateDenominator : ℚ) * D.rowCoordinate r =
(D.rowIntegerCoordinate r : ℚ) := by
have hb := D.coordinateDenominator_mul_rowBaseline hplus hminus r
simp only [coordinateDenominator] at hb
have hd := geomDenominator_mul_delta D.graph.edges.length D.R D.geometryBound D.L
cases hs : D.rowShort r <;>
simp [rowCoordinate, rowIntegerCoordinate, hs, mul_sub, hb,
coordinateDenominator, hd]
include hplus hminus in
theorem coordinateDenominator_mul_anchorCoordinate {v : D.Vertex} (r : D.AnchorAt v) :
(D.coordinateDenominator : ℚ) * D.anchorCoordinate r =
(D.anchorIntegerCoordinate r : ℚ) := by
rcases r with r | j
· simp only [anchorCoordinate, anchorIntegerCoordinate, mul_neg, Int.cast_neg,
D.coordinateDenominator_mul_deadline hplus hminus r]
· simp only [anchorCoordinate, anchorIntegerCoordinate, mul_sub, mul_neg,
Int.cast_sub, Int.cast_neg, coordinateDenominator, geomDenominator_mul_baseline,
geomDenominator_mul_beta]
theorem coordinateDenominator_mul_globalCoordinate (r : D.GlobalCopy) :
(D.coordinateDenominator : ℚ) * D.globalCoordinate r =
(D.globalIntegerCoordinate r : ℚ) := by
rcases r with ⟨species, j⟩
cases species with
| up b =>
cases b <;> simp [globalCoordinate, globalIntegerCoordinate, coordinateDenominator]
| um b =>
cases b <;> simp [globalCoordinate, globalIntegerCoordinate, coordinateDenominator]
| edge e b =>
cases b <;>
simp [globalCoordinate, globalIntegerCoordinate, mul_add, coordinateDenominator,
geomDenominator_mul_beta, geomDenominator_mul_delta]
theorem coordinateDenominator_mul_localCoordinate {v : D.Vertex} (r : D.LocalAt v) :
(D.coordinateDenominator : ℚ) * D.localCoordinate r =
(D.localIntegerCoordinate r : ℚ) := by
rcases r with (⟨ell, j⟩ | j) | j
· have hell : ell.val ≤ D.L := (Finset.mem_Icc.mp ell.property).2
simp only [localCoordinate, localLength, localIntegerCoordinate, mul_neg,
Int.cast_neg, Int.cast_natCast, coordinateDenominator,
geomDenominator_mul_lambda D.graph.edges.length D.R D.geometryBound D.L ell.val hell]
· simp [localCoordinate, localLength, localIntegerCoordinate]
· simp [localCoordinate, localLength, localIntegerCoordinate]
include hplus hminus in
theorem coordinateDenominator_mul_itemCoordinate (i : D.Item) :
(D.coordinateDenominator : ℚ) * D.itemCoordinate i =
(D.itemIntegerCoordinate i : ℚ) := by
rcases i with ⟨r, i⟩
cases r with
| x => exact D.coordinateDenominator_mul_rowCoordinate hplus hminus i.2
| anchor => exact D.coordinateDenominator_mul_anchorCoordinate hplus hminus i.2
| «global» => exact D.coordinateDenominator_mul_globalCoordinate i
| «local» => exact D.coordinateDenominator_mul_localCoordinate i.2
| flag => simp [itemCoordinate, itemIntegerCoordinate]
include hplus hminus in
theorem itemIntegerCoordinate_ratio (i : D.Item) :
(D.itemIntegerCoordinate i : ℚ) / D.coordinateDenominator = D.itemCoordinate i := by
have hd : (D.coordinateDenominator : ℚ) ≠ 0 := by
exact_mod_cast D.coordinateDenominator_pos.ne'
apply (div_eq_iff hd).mpr
simpa only [mul_comm] using
(D.coordinateDenominator_mul_itemCoordinate hplus hminus i).symm
def itemRawPair (i : D.Item) : ℕ × ℕ :=
rawItem D.coordinateDenominator (D.itemSubclass i) (D.itemLabel i)
(D.itemIntegerCoordinate i)
include hplus hminus in
theorem itemRawPair_valid (i : D.Item) :
0 < (D.itemRawPair i).1 ∧ (D.itemRawPair i).1 < (D.itemRawPair i).2 := by
apply rawItem_valid D.coordinateDenominator D.coordinateDenominator_pos
rw [D.itemIntegerCoordinate_ratio hplus hminus i]
exact D.itemCoordinate_abs_le_six i
include hplus hminus in
theorem itemRawPair_ratio (i : D.Item) :
((D.itemRawPair i).1 : ℚ) / (D.itemRawPair i).2 = D.itemSize i := by
have hW : |(D.itemIntegerCoordinate i : ℚ) / D.coordinateDenominator| ≤ 6 := by
rw [D.itemIntegerCoordinate_ratio hplus hminus i]
exact D.itemCoordinate_abs_le_six i
change ((rawItem _ _ _ _).1 : ℚ) / (rawItem _ _ _ _).2 = _
rw [rawItem_ratio D.coordinateDenominator D.coordinateDenominator_pos _ _ _ hW,
D.itemIntegerCoordinate_ratio hplus hminus i]
rfl
end BinPackingGap.InventoryData
namespace BinPackingGap.NaturalPackingNumerator
open IntegerPackingArithmetic
structure NatDifference where
pos : Nat
neg : Nat
deriving DecidableEq
namespace NatDifference
def eval (a : NatDifference) : Int := (a.pos : Int) - a.neg
def ofNat (n : Nat) : NatDifference := ⟨n, 0⟩
def ofInt (z : Int) : NatDifference := ⟨z.toNat, (-z).toNat⟩
def negate (a : NatDifference) : NatDifference := ⟨a.neg, a.pos⟩
def add (a b : NatDifference) : NatDifference := ⟨a.pos + b.pos, a.neg + b.neg⟩
def sub (a b : NatDifference) : NatDifference := ⟨a.pos + b.neg, a.neg + b.pos⟩
def scale (n : Nat) (a : NatDifference) : NatDifference := ⟨n * a.pos, n * a.neg⟩
def toNat (a : NatDifference) : Nat := a.pos - a.neg
@[simp] theorem eval_ofNat (n : Nat) : (ofNat n).eval = (n : Int) := by
simp [ofNat, eval]
@[simp] theorem eval_ofInt (z : Int) : (ofInt z).eval = z :=
Int.toNat_sub_toNat_neg z
@[simp] theorem eval_negate (a : NatDifference) : a.negate.eval = -a.eval := by
simp only [negate, eval]
ring
@[simp] theorem eval_add (a b : NatDifference) : (a.add b).eval = a.eval + b.eval := by
simp only [add, eval, Nat.cast_add]
ring
@[simp] theorem eval_sub (a b : NatDifference) : (a.sub b).eval = a.eval - b.eval := by
simp only [sub, eval, Nat.cast_add]
ring
@[simp] theorem eval_scale (n : Nat) (a : NatDifference) :
(scale n a).eval = (n : Int) * a.eval := by
simp only [scale, eval, Nat.cast_mul]
ring
theorem toNat_eq (a : NatDifference) : a.toNat = a.eval.toNat := by
unfold toNat eval
omega
end NatDifference
def baselineParts (m R D L : Nat) (r : Geometry.Position m R) : NatDifference :=
⟨80 * (R + 1) ^ m * widthRadix D ^ L +
10 * widthRadix D ^ L * (r.2.val + 1) * (R + 1) ^ r.1.val,
10 * widthRadix D ^ L⟩
def betaParts (m R D L : Nat) (edge : Fin m) : NatDifference :=
⟨10 * widthRadix D ^ L * (R + 1) ^ edge.val, 10 * widthRadix D ^ L⟩
@[simp] theorem eval_baselineParts (m R D L : Nat) (r : Geometry.Position m R) :
(baselineParts m R D L r).eval = baselineNumerator m R D L r := by
simp only [baselineParts, NatDifference.eval, baselineNumerator, Nat.cast_add,
Nat.cast_mul, Nat.cast_pow, Nat.cast_ofNat, Nat.cast_one]
ring
@[simp] theorem eval_betaParts (m R D L : Nat) (edge : Fin m) :
(betaParts m R D L edge).eval = betaNumerator m R D L edge := by
simp only [betaParts, NatDifference.eval, betaNumerator, Nat.cast_add,
Nat.cast_mul, Nat.cast_pow, Nat.cast_ofNat, Nat.cast_one]
ring
section Coordinates
variable (D : InventoryData)
def treeBaselineParts : D.TreeRow → NatDifference
| .inl (node, _) => NatDifference.ofNat
(treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .plus node.val)
| .inr (.inl (node, _)) => NatDifference.ofNat
(treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .minus node.val)
| .inr (.inr _) => NatDifference.ofNat D.coordinateDenominator
def rowBaselineParts {v : D.Vertex} : D.RowAt v → NatDifference
| .inl r => treeBaselineParts D r
| .inr (_, j) => baselineParts D.graph.edges.length D.R D.geometryBound D.L (D.jobPosition j)
def treeDeadlineParts : D.TreeRow → NatDifference
| .inl (node, _) => NatDifference.ofNat
(if node.val ∈ D.plus.leaves then
treeLeftNumerator D.graph.edges.length D.R D.geometryBound D.L .plus node.val
else treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .plus node.val)
| .inr (.inl (node, _)) => NatDifference.ofNat
(if node.val ∈ D.minus.leaves then
treeLeftNumerator D.graph.edges.length D.R D.geometryBound D.L .minus node.val
else treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L .minus node.val)
| .inr (.inr _) => NatDifference.ofNat D.coordinateDenominator
def deadlineParts {v : D.Vertex} : D.MBase v → NatDifference
| .inl r => treeDeadlineParts D r
| .inr j => (baselineParts D.graph.edges.length D.R D.geometryBound D.L
(D.jobPosition j)).sub (NatDifference.ofNat 1)
def rowParts {v : D.Vertex} (r : D.RowAt v) : NatDifference :=
(rowBaselineParts D r).sub (NatDifference.ofNat (if D.rowShort r then 1 else 0))
def anchorParts {v : D.Vertex} : D.AnchorAt v → NatDifference
| .inl z => (deadlineParts D z).negate
| .inr j => (baselineParts D.graph.edges.length D.R D.geometryBound D.L
(D.jobPosition j)).negate.sub
(betaParts D.graph.edges.length D.R D.geometryBound D.L (D.jobPosition j).1)
def globalParts : D.GlobalCopy → NatDifference
| ⟨.up one, _⟩ => (NatDifference.ofNat (if one then D.coordinateDenominator else 0)).negate
| ⟨.um one, _⟩ => (NatDifference.ofNat (if one then D.coordinateDenominator else 0)).negate
| ⟨.edge edge permit, _⟩ =>
(betaParts D.graph.edges.length D.R D.geometryBound D.L edge).add
(NatDifference.ofNat (if permit then 0 else 1))
def localParts {v : D.Vertex} : D.LocalAt v → NatDifference
| .inl (.inl ⟨ell, _⟩) =>
(NatDifference.ofNat (localNumerator D.geometryBound D.L ell.val)).negate
| _ => NatDifference.ofNat 0
def coordinateParts : D.Item → NatDifference
| ⟨.x, ⟨_, r⟩⟩ => rowParts D r
| ⟨.anchor, ⟨_, a⟩⟩ => anchorParts D a
| ⟨.«global», u⟩ => globalParts D u
| ⟨.«local», ⟨_, l⟩⟩ => localParts D l
| ⟨.flag, _⟩ => NatDifference.ofNat 0
@[simp] theorem eval_treeBaselineParts (r : D.TreeRow) :
(treeBaselineParts D r).eval = D.treeBaselineInteger r := by
rcases r with ⟨node, j⟩ | (⟨node, j⟩ | j) <;>
simp [treeBaselineParts, InventoryData.treeBaselineInteger]
@[simp] theorem eval_rowBaselineParts {v : D.Vertex} (r : D.RowAt v) :
(rowBaselineParts D r).eval = D.rowBaselineInteger r := by
rcases r with r | ⟨b, j⟩ <;>
simp [rowBaselineParts, InventoryData.rowBaselineInteger]
@[simp] theorem eval_treeDeadlineParts (r : D.TreeRow) :
(treeDeadlineParts D r).eval = D.treeDeadlineInteger r := by
rcases r with ⟨node, j⟩ | (⟨node, j⟩ | j)
· by_cases h : node.val ∈ D.plus.leaves <;>
simp [treeDeadlineParts, InventoryData.treeDeadlineInteger, h]
· by_cases h : node.val ∈ D.minus.leaves <;>
simp [treeDeadlineParts, InventoryData.treeDeadlineInteger, h]
· simp [treeDeadlineParts, InventoryData.treeDeadlineInteger]
@[simp] theorem eval_deadlineParts {v : D.Vertex} (r : D.MBase v) :
(deadlineParts D r).eval = D.deadlineInteger r := by
rcases r with r | j <;>
simp [deadlineParts, InventoryData.deadlineInteger]
@[simp] theorem eval_rowParts {v : D.Vertex} (r : D.RowAt v) :
(rowParts D r).eval = D.rowIntegerCoordinate r := by
cases h : D.rowShort r <;>
simp [rowParts, InventoryData.rowIntegerCoordinate, h]
@[simp] theorem eval_anchorParts {v : D.Vertex} (r : D.AnchorAt v) :
(anchorParts D r).eval = D.anchorIntegerCoordinate r := by
rcases r with r | j <;>
simp [anchorParts, InventoryData.anchorIntegerCoordinate]
@[simp] theorem eval_globalParts (r : D.GlobalCopy) :
(globalParts D r).eval = D.globalIntegerCoordinate r := by
rcases r with ⟨species, j⟩
cases species with
| up b => cases b <;> simp [globalParts, InventoryData.globalIntegerCoordinate]
| um b => cases b <;> simp [globalParts, InventoryData.globalIntegerCoordinate]
| edge e b => cases b <;> simp [globalParts, InventoryData.globalIntegerCoordinate]
@[simp] theorem eval_localParts {v : D.Vertex} (r : D.LocalAt v) :
(localParts D r).eval = D.localIntegerCoordinate r := by
rcases r with (⟨ell, j⟩ | j) | j <;>
simp [localParts, InventoryData.localIntegerCoordinate]
@[simp] theorem eval_coordinateParts (i : D.Item) :
(coordinateParts D i).eval = D.itemIntegerCoordinate i := by
rcases i with ⟨role, i⟩
cases role with
| x => exact eval_rowParts D i.2
| anchor => exact eval_anchorParts D i.2
| «global» => exact eval_globalParts D i
| «local» => exact eval_localParts D i.2
| flag => simp [coordinateParts, InventoryData.itemIntegerCoordinate]
end Coordinates
def primaryParts (subclass : Subclass) : NatDifference := NatDifference.ofInt (primaryScore subclass)
@[simp] theorem eval_primaryParts (subclass : Subclass) :
(primaryParts subclass).eval = primaryScore subclass :=
NatDifference.eval_ofInt _
def labelPower {n : Nat} (label : Option (Fin n)) : Nat :=
label.elim 0 (fun v => 3 ^ (v.val + 1))
def secondaryParts {n : Nat} (subclass : Subclass) (label : Option (Fin n)) : NatDifference :=
match subclass.role with
| .x => NatDifference.ofNat (labelPower label)
| .anchor => (NatDifference.ofNat (2 * labelPower label)).negate
| .«global» => NatDifference.ofNat 0
| .«local» => NatDifference.ofNat (labelPower label)
| .flag => NatDifference.ofNat 0
@[simp] theorem eval_secondaryParts {n : Nat} (subclass : Subclass) (label : Option (Fin n)) :
(secondaryParts subclass label).eval = secondaryScore subclass label := by
cases label <;> cases h : subclass.role <;>
simp [secondaryParts, secondaryScore, labelPower, labelWeight, h]
def signedParts (n geom : Nat) (p q W : NatDifference) : NatDifference :=
(((NatDifference.ofNat (200000000 * primaryBound * 3 ^ n * geom)).add
(NatDifference.scale (1000000 * 3 ^ n * geom) p)).add
(NatDifference.scale (1000 * geom) q)).add W
@[simp] theorem signedParts_pos (n geom : Nat) (p q W : NatDifference) :
(signedParts n geom p q W).pos =
200000000 * primaryBound * 3 ^ n * geom +
(1000000 * 3 ^ n * geom) * p.pos + (1000 * geom) * q.pos + W.pos := rfl
@[simp] theorem signedParts_neg (n geom : Nat) (p q W : NatDifference) :
(signedParts n geom p q W).neg =
(1000000 * 3 ^ n * geom) * p.neg + (1000 * geom) * q.neg + W.neg := by
simp [signedParts, NatDifference.ofNat, NatDifference.add, NatDifference.scale]
theorem signedParts_toNat (n geom : Nat) (p q W : NatDifference) :
(signedParts n geom p q W).toNat =
(200000000 * primaryBound * 3 ^ n * geom +
(1000000 * 3 ^ n * geom) * p.pos + (1000 * geom) * q.pos + W.pos) -
((1000000 * 3 ^ n * geom) * p.neg + (1000 * geom) * q.neg + W.neg) := by
simp only [NatDifference.toNat, signedParts_pos, signedParts_neg]
@[simp] theorem eval_signedParts (n geom : Nat) (p q W : NatDifference) :
(signedParts n geom p q W).eval = signedNumerator n geom p.eval q.eval W.eval := by
simp only [signedParts, NatDifference.eval_add, NatDifference.eval_ofNat,
NatDifference.eval_scale, signedNumerator, Nat.cast_mul, Nat.cast_pow, Nat.cast_ofNat]
def numeratorParts {n : Nat} (geom : Nat) (subclass : Subclass) (label : Option (Fin n))
(W : NatDifference) : NatDifference :=
signedParts n geom (primaryParts subclass) (secondaryParts subclass label) W
@[simp] theorem eval_numeratorParts {n : Nat} (geom : Nat) (subclass : Subclass)
(label : Option (Fin n)) (W : NatDifference) :
(numeratorParts geom subclass label W).eval = itemNumerator geom subclass label W.eval := by
simp [numeratorParts, itemNumerator]
theorem numeratorParts_toNat {n : Nat} (geom : Nat) (subclass : Subclass)
(label : Option (Fin n)) (W : NatDifference) :
(numeratorParts geom subclass label W).toNat = (itemNumerator geom subclass label W.eval).toNat := by
rw [NatDifference.toNat_eq, eval_numeratorParts]
def inventoryParts (D : InventoryData) (i : D.Item) : NatDifference :=
numeratorParts D.coordinateDenominator (D.itemSubclass i) (D.itemLabel i)
(coordinateParts D i)
def inventoryNumerator (D : InventoryData) (i : D.Item) : Nat :=
(inventoryParts D i).toNat
theorem inventoryNumerator_eq (D : InventoryData) (i : D.Item) :
inventoryNumerator D i =
(itemNumerator D.coordinateDenominator (D.itemSubclass i) (D.itemLabel i)
(D.itemIntegerCoordinate i)).toNat := by
simp only [inventoryNumerator, inventoryParts, numeratorParts_toNat, eval_coordinateParts]
def naturalRawItem (D : InventoryData) (i : D.Item) : Nat × Nat :=
(inventoryNumerator D i, sizeDenominator D.graph.n D.coordinateDenominator)
theorem naturalRawItem_eq (D : InventoryData) (i : D.Item) :
naturalRawItem D i = D.itemRawPair i := by
simp only [naturalRawItem, InventoryData.itemRawPair, rawItem, inventoryNumerator_eq]
end BinPackingGap.NaturalPackingNumerator
namespace BinPackingGap.PackingCoordinateExpression
open IntegerPackingArithmetic
open NaturalPackingNumerator
open NatExpressionCompiler
inductive Input
| geometryDg
| totalPowerA
| edgePower
| repetitionOne
deriving DecidableEq
instance : Fintype Input where
elems := {.geometryDg, .totalPowerA, .edgePower, .repetitionOne}
complete i := by cases i <;> simp
structure Parts where
pos : Expr Input
neg : Expr Input
namespace Parts
def eval (values : Input → Nat) (p : Parts) : NatDifference :=
⟨NatExpressionCompiler.eval values p.pos, NatExpressionCompiler.eval values p.neg⟩
def ofExpr (e : Expr Input) : Parts := ⟨e, .constant 0⟩
def negate (p : Parts) : Parts := ⟨p.neg, p.pos⟩
def add (p q : Parts) : Parts := ⟨.add p.pos q.pos, .add p.neg q.neg⟩
def sub (p q : Parts) : Parts := ⟨.add p.pos q.neg, .add p.neg q.pos⟩
@[simp] theorem eval_ofExpr (values : Input → Nat) (e : Expr Input) :
(ofExpr e).eval values = NatDifference.ofNat (NatExpressionCompiler.eval values e) := rfl
@[simp] theorem eval_negate (values : Input → Nat) (p : Parts) :
p.negate.eval values = (p.eval values).negate := rfl
@[simp] theorem eval_add (values : Input → Nat) (p q : Parts) :
(p.add q).eval values = (p.eval values).add (q.eval values) := rfl
@[simp] theorem eval_sub (values : Input → Nat) (p q : Parts) :
(p.sub q).eval values = (p.eval values).sub (q.eval values) := rfl
end Parts
inductive TreeDescriptor (plus minus : UniformTree)
| plusNode (node : plus.Node)
| minusNode (node : minus.Node)
| padding
deriving DecidableEq
instance (plus minus : UniformTree) : Fintype (TreeDescriptor plus minus) where
elems := Finset.univ.image TreeDescriptor.plusNode ∪
Finset.univ.image TreeDescriptor.minusNode ∪ {.padding}
complete tree := by cases tree <;> simp
inductive Descriptor (plus minus : UniformTree) (L : Nat)
| treeRow (tree : TreeDescriptor plus minus)
| jobRow (short : Bool)
| treeAnchor (tree : TreeDescriptor plus minus)
| jobAnchor
| jobKey
| globalUnit (one : Bool)
| globalEdge (permit : Bool)
| localDepth (depth : Fin (L + 1))
| zero
deriving DecidableEq
instance (plus minus : UniformTree) (L : Nat) : Fintype (Descriptor plus minus L) where
elems := Finset.univ.image Descriptor.treeRow ∪
Finset.univ.image Descriptor.jobRow ∪
Finset.univ.image Descriptor.treeAnchor ∪
{.jobAnchor, .jobKey, .zero} ∪
Finset.univ.image Descriptor.globalUnit ∪
Finset.univ.image Descriptor.globalEdge ∪
Finset.univ.image Descriptor.localDepth
complete descriptor := by cases descriptor <;> simp
def treeLeftExpr (bound L : Nat) (side : TreeGeometry.Side) (address : List Nat) :
Expr Input :=
.add (.mul (.constant (rootOffsetNumerator side)) (.input .geometryDg))
(.constant (pathNumerator bound L 0 address))
def treeRightExpr (bound L : Nat) (side : TreeGeometry.Side) (address : List Nat) :
Expr Input :=
.add (treeLeftExpr bound L side address)
(if address = [] then .input .geometryDg
else .constant (localNumerator bound L address.length))
def treeBaselineExpr {plus minus : UniformTree} (bound L : Nat) :
TreeDescriptor plus minus → Parts
| .plusNode node => Parts.ofExpr (treeRightExpr bound L .plus node.val)
| .minusNode node => Parts.ofExpr (treeRightExpr bound L .minus node.val)
| .padding => Parts.ofExpr (.input .geometryDg)
def treeDeadlineExpr {plus minus : UniformTree} (bound L : Nat) :
TreeDescriptor plus minus → Parts
| .plusNode node => Parts.ofExpr
(if node.val ∈ plus.leaves then treeLeftExpr bound L .plus node.val
else treeRightExpr bound L .plus node.val)
| .minusNode node => Parts.ofExpr
(if node.val ∈ minus.leaves then treeLeftExpr bound L .minus node.val
else treeRightExpr bound L .minus node.val)
| .padding => Parts.ofExpr (.input .geometryDg)
def baselineExpr (bound L : Nat) : Parts :=
⟨.add
(.mul (.mul (.constant 80) (.input .totalPowerA))
(.constant (widthRadix bound ^ L)))
(.mul
(.mul (.constant (10 * widthRadix bound ^ L)) (.input .repetitionOne))
(.input .edgePower)),
.constant (10 * widthRadix bound ^ L)⟩
def betaExpr (bound L : Nat) : Parts :=
⟨.mul (.constant (10 * widthRadix bound ^ L)) (.input .edgePower),
.constant (10 * widthRadix bound ^ L)⟩
def expression {plus minus : UniformTree} {L : Nat} (bound : Nat) :
Descriptor plus minus L → Parts
| .treeRow tree => (treeBaselineExpr bound L tree).sub (Parts.ofExpr (.constant 0))
| .jobRow short => (baselineExpr bound L).sub
(Parts.ofExpr (.constant (if short then 1 else 0)))
| .treeAnchor tree => (treeDeadlineExpr bound L tree).negate
| .jobAnchor => ((baselineExpr bound L).sub (Parts.ofExpr (.constant 1))).negate
| .jobKey => (baselineExpr bound L).negate.sub (betaExpr bound L)
| .globalUnit one =>
(Parts.ofExpr (if one then .input .geometryDg else .constant 0)).negate
| .globalEdge permit => (betaExpr bound L).add
(Parts.ofExpr (.constant (if permit then 0 else 1)))
| .localDepth depth =>
(Parts.ofExpr (.constant (localNumerator bound L depth.val))).negate
| .zero => Parts.ofExpr (.constant 0)
def registers (D : InventoryData) (edge repetitionOne : Nat) : Input → Nat
| .geometryDg => D.coordinateDenominator
| .totalPowerA => (D.R + 1) ^ D.graph.edges.length
| .edgePower => (D.R + 1) ^ edge
| .repetitionOne => repetitionOne
def treeDescriptor (D : InventoryData) : D.TreeRow → TreeDescriptor D.plus D.minus
| .inl (node, _) => .plusNode node
| .inr (.inl (node, _)) => .minusNode node
| .inr (.inr _) => .padding
def coordinateDescriptor (D : InventoryData) : D.Item → Descriptor D.plus D.minus D.L
| ⟨.x, ⟨_, .inl tree⟩⟩ => .treeRow (treeDescriptor D tree)
| ⟨.x, ⟨_, .inr (short, _)⟩⟩ => .jobRow short
| ⟨.anchor, ⟨_, .inl (.inl tree)⟩⟩ => .treeAnchor (treeDescriptor D tree)
| ⟨.anchor, ⟨_, .inl (.inr _)⟩⟩ => .jobAnchor
| ⟨.anchor, ⟨_, .inr _⟩⟩ => .jobKey
| ⟨.«global», ⟨.up one, _⟩⟩ => .globalUnit one
| ⟨.«global», ⟨.um one, _⟩⟩ => .globalUnit one
| ⟨.«global», ⟨.edge _ permit, _⟩⟩ => .globalEdge permit
| ⟨.«local», ⟨_, .inl (.inl ⟨depth, _⟩)⟩⟩ =>
.localDepth ⟨depth.val, Nat.lt_succ_of_le (Finset.mem_Icc.mp depth.property).2⟩
| ⟨.«local», _⟩ => .zero
| ⟨.flag, _⟩ => .zero
def edgeIndex (D : InventoryData) : D.Item → Nat
| ⟨.x, ⟨_, .inr (_, job)⟩⟩ => (D.jobPosition job).1.val
| ⟨.anchor, ⟨_, .inl (.inr job)⟩⟩ => (D.jobPosition job).1.val
| ⟨.anchor, ⟨_, .inr job⟩⟩ => (D.jobPosition job).1.val
| ⟨.«global», ⟨.edge edge _, _⟩⟩ => edge.val
| _ => 0
def repetitionOne (D : InventoryData) : D.Item → Nat
| ⟨.x, ⟨_, .inr (_, job)⟩⟩ => (D.jobPosition job).2.val + 1
| ⟨.anchor, ⟨_, .inl (.inr job)⟩⟩ => (D.jobPosition job).2.val + 1
| ⟨.anchor, ⟨_, .inr job⟩⟩ => (D.jobPosition job).2.val + 1
| _ => 0
def coordinateValues (D : InventoryData) (i : D.Item) : Input → Nat :=
registers D (edgeIndex D i) (repetitionOne D i)
@[simp] theorem eval_treeLeftExpr (D : InventoryData) (edge rep : Nat)
(side : TreeGeometry.Side) (address : List Nat) :
NatExpressionCompiler.eval (registers D edge rep)
(treeLeftExpr D.geometryBound D.L side address) =
treeLeftNumerator D.graph.edges.length D.R D.geometryBound D.L side address := rfl
@[simp] theorem eval_treeRightExpr (D : InventoryData) (edge rep : Nat)
(side : TreeGeometry.Side) (address : List Nat) :
NatExpressionCompiler.eval (registers D edge rep)
(treeRightExpr D.geometryBound D.L side address) =
treeRightNumerator D.graph.edges.length D.R D.geometryBound D.L side address := by
by_cases h : address = [] <;>
simp [treeRightExpr, treeRightNumerator, h, registers, InventoryData.coordinateDenominator]
@[simp] theorem eval_treeBaselineExpr (D : InventoryData) (edge rep : Nat) (r : D.TreeRow) :
(treeBaselineExpr D.geometryBound D.L (treeDescriptor D r)).eval (registers D edge rep) =
treeBaselineParts D r := by
rcases r with ⟨node, copy⟩ | (⟨node, copy⟩ | copy) <;>
simp [treeDescriptor, treeBaselineExpr, treeBaselineParts, registers]
@[simp] theorem eval_treeDeadlineExpr (D : InventoryData) (edge rep : Nat) (r : D.TreeRow) :
(treeDeadlineExpr D.geometryBound D.L (treeDescriptor D r)).eval (registers D edge rep) =
treeDeadlineParts D r := by
rcases r with ⟨node, copy⟩ | (⟨node, copy⟩ | copy)
· by_cases h : node.val ∈ D.plus.leaves <;>
simp [treeDescriptor, treeDeadlineExpr, treeDeadlineParts, h]
· by_cases h : node.val ∈ D.minus.leaves <;>
simp [treeDescriptor, treeDeadlineExpr, treeDeadlineParts, h]
· simp [treeDescriptor, treeDeadlineExpr, treeDeadlineParts, registers]
@[simp] theorem eval_baselineExpr (D : InventoryData) (edge rep : Nat) :
(baselineExpr D.geometryBound D.L).eval (registers D edge rep) =
⟨80 * (D.R + 1) ^ D.graph.edges.length * widthRadix D.geometryBound ^ D.L +
10 * widthRadix D.geometryBound ^ D.L * rep * (D.R + 1) ^ edge,
10 * widthRadix D.geometryBound ^ D.L⟩ := rfl
@[simp] theorem eval_betaExpr (D : InventoryData) (edge rep : Nat) :
(betaExpr D.geometryBound D.L).eval (registers D edge rep) =
⟨10 * widthRadix D.geometryBound ^ D.L * (D.R + 1) ^ edge,
10 * widthRadix D.geometryBound ^ D.L⟩ := rfl
theorem eval_coordinateDescriptor (D : InventoryData) (i : D.Item) :
(expression D.geometryBound (coordinateDescriptor D i)).eval (coordinateValues D i) =
coordinateParts D i := by
rcases i with ⟨role, i⟩
cases role with
| x =>
rcases i with ⟨v, tree | ⟨short, job⟩⟩
· simp [coordinateDescriptor, expression, coordinateValues, edgeIndex, repetitionOne,
coordinateParts, rowParts, rowBaselineParts, InventoryData.rowShort]
· simp [coordinateDescriptor, expression, coordinateValues, edgeIndex, repetitionOne,
coordinateParts, rowParts, rowBaselineParts, InventoryData.rowShort, baselineParts]
rfl
| anchor =>
rcases i with ⟨v, (tree | job) | job⟩
· simp [coordinateDescriptor, expression, coordinateValues, edgeIndex, repetitionOne,
coordinateParts, anchorParts, deadlineParts]
· simp [coordinateDescriptor, expression, coordinateValues, edgeIndex, repetitionOne,
coordinateParts, anchorParts, deadlineParts, baselineParts]
· simp [coordinateDescriptor, expression, coordinateValues, edgeIndex, repetitionOne,
coordinateParts, anchorParts, baselineParts, betaParts]
| «global» =>
rcases i with ⟨species, copy⟩
cases species with
| up one => cases one <;> simp [coordinateDescriptor, expression, coordinateValues, edgeIndex,
repetitionOne, coordinateParts, globalParts, registers]
| um one => cases one <;> simp [coordinateDescriptor, expression, coordinateValues, edgeIndex,
repetitionOne, coordinateParts, globalParts, registers]
| edge edge permit => simp [coordinateDescriptor, expression, coordinateValues, edgeIndex, repetitionOne,
coordinateParts, globalParts, betaParts]
| «local» =>
rcases i with ⟨v, (⟨depth, copy⟩ | (zero | job)) | job⟩ <;>
simp [coordinateDescriptor, expression, coordinateParts, localParts]
| flag => simp [coordinateDescriptor, expression, coordinateParts]
theorem eval_coordinate_pos (D : InventoryData) (i : D.Item) :
NatExpressionCompiler.eval (coordinateValues D i)
(expression D.geometryBound (coordinateDescriptor D i)).pos =
(coordinateParts D i).pos :=
congrArg NatDifference.pos (eval_coordinateDescriptor D i)
theorem eval_coordinate_neg (D : InventoryData) (i : D.Item) :
NatExpressionCompiler.eval (coordinateValues D i)
(expression D.geometryBound (coordinateDescriptor D i)).neg =
(coordinateParts D i).neg :=
congrArg NatDifference.neg (eval_coordinateDescriptor D i)
theorem eval_coordinate_integer (D : InventoryData) (i : D.Item) :
((expression D.geometryBound (coordinateDescriptor D i)).eval (coordinateValues D i)).eval =
D.itemIntegerCoordinate i := by
rw [eval_coordinateDescriptor, eval_coordinateParts]
end BinPackingGap.PackingCoordinateExpression
namespace BinPackingGap.PackingScalarExpression
open NatExpressionCompiler NaturalPackingNumerator IntegerPackingArithmetic
inductive Variable
| vertexPower | geometry | labelPower | coordinatePositive | coordinateNegative
deriving DecidableEq
instance : Fintype Variable where
elems := {.vertexPower, .geometry, .labelPower, .coordinatePositive, .coordinateNegative}
complete v := by cases v <;> simp
def values {n : Nat} (geom : Nat) (label : Option (Fin n)) (W : NatDifference) :
Variable → Nat
| .vertexPower => 3 ^ n
| .geometry => geom
| .labelPower => NaturalPackingNumerator.labelPower label
| .coordinatePositive => W.pos
| .coordinateNegative => W.neg
def baseTerm : Expr Variable :=
.mul (.mul (.constant (200000000 * primaryBound)) (.input .vertexPower))
(.input .geometry)
def primaryFactor : Expr Variable :=
.mul (.mul (.constant 1000000) (.input .vertexPower)) (.input .geometry)
def secondaryFactor : Expr Variable := .mul (.constant 1000) (.input .geometry)
def positiveLabel (subclass : Subclass) : Expr Variable :=
match subclass.role with
| .x => .input .labelPower
| .«local» => .input .labelPower
| _ => .constant 0
def negativeLabel (subclass : Subclass) : Expr Variable :=
match subclass.role with
| .anchor => .mul (.constant 2) (.input .labelPower)
| _ => .constant 0
def positiveTerm (subclass : Subclass) : Expr Variable :=
.add (.add (.add baseTerm
(.mul primaryFactor (.constant (primaryParts subclass).pos)))
(.mul secondaryFactor (positiveLabel subclass))) (.input .coordinatePositive)
def negativeTerm (subclass : Subclass) : Expr Variable :=
.add (.add (.mul primaryFactor (.constant (primaryParts subclass).neg))
(.mul secondaryFactor (negativeLabel subclass))) (.input .coordinateNegative)
def numerator (subclass : Subclass) : Expr Variable :=
.monus (positiveTerm subclass) (negativeTerm subclass)
def denominator : Expr Variable :=
.mul (.mul (.constant (10 ^ 9 * primaryBound)) (.input .vertexPower))
(.input .geometry)
theorem eval_positiveLabel {n : Nat} (geom : Nat) (label : Option (Fin n))
(W : NatDifference) (subclass : Subclass) :
eval (values geom label W) (positiveLabel subclass) = (secondaryParts subclass label).pos := by
cases h : subclass.role <;>
simp [positiveLabel, secondaryParts, h, values, NatDifference.ofNat,
NatDifference.negate]
theorem eval_negativeLabel {n : Nat} (geom : Nat) (label : Option (Fin n))
(W : NatDifference) (subclass : Subclass) :
eval (values geom label W) (negativeLabel subclass) = (secondaryParts subclass label).neg := by
cases h : subclass.role <;>
simp [negativeLabel, secondaryParts, h, eval, values, NatDifference.ofNat,
NatDifference.negate]
theorem eval_positiveTerm {n : Nat} (geom : Nat) (label : Option (Fin n))
(W : NatDifference) (subclass : Subclass) :
eval (values geom label W) (positiveTerm subclass) =
(numeratorParts geom subclass label W).pos := by
simp only [positiveTerm, eval_add, eval_mul, eval_constant, eval_input,
eval_positiveLabel, numeratorParts, signedParts_pos]
rfl
theorem eval_negativeTerm {n : Nat} (geom : Nat) (label : Option (Fin n))
(W : NatDifference) (subclass : Subclass) :
eval (values geom label W) (negativeTerm subclass) =
(numeratorParts geom subclass label W).neg := by
simp only [negativeTerm, eval_add, eval_mul, eval_constant, eval_input,
eval_negativeLabel, numeratorParts, signedParts_neg]
rfl
theorem eval_numerator {n : Nat} (geom : Nat) (label : Option (Fin n))
(W : NatDifference) (subclass : Subclass) :
eval (values geom label W) (numerator subclass) =
(numeratorParts geom subclass label W).toNat := by
simp only [numerator, eval_monus, eval_positiveTerm, eval_negativeTerm,
NatDifference.toNat]
theorem eval_denominator {n : Nat} (geom : Nat) (label : Option (Fin n))
(W : NatDifference) :
eval (values geom label W) denominator = sizeDenominator n geom := rfl
theorem eval_item_numerator (D : InventoryData) (i : D.Item) :
eval (values D.coordinateDenominator (D.itemLabel i) (coordinateParts D i))
(numerator (D.itemSubclass i)) = (D.itemRawPair i).1 := by
rw [eval_numerator]
change inventoryNumerator D i = _
exact congrArg Prod.fst (naturalRawItem_eq D i)
theorem eval_item_denominator (D : InventoryData) (i : D.Item) :
eval (values D.coordinateDenominator (D.itemLabel i) (coordinateParts D i))
denominator = (D.itemRawPair i).2 := rfl
end BinPackingGap.PackingScalarExpression
end OAI