import Mathlib.Tactic.FinCases import OAI.Computability.BinPacking.Computation.MachineExpanderRowDivision import OAI.Computability.BinPacking.PCP.PoweringTableSemantics namespace OAI namespace BinPackingGames.Foundations.Complexity.MachineAffineLookup open Turing open MachineComposition variable {K Λ σ : Type} [DecidableEq K] abbrev Alphabet (_ : K) := Bool inductive Label | seed | scan | restore | copyFirst | copySecond | lookup (l : MachineLookup.Label) deriving DecidableEq, Fintype def instruction (source : K) (tape : Fin 5 → K) (coefficient offset : Nat) (labels : Label → Λ) (exit : Option Λ) : Label → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool) | .seed => MachineUnaryAffineAt.seed (tape 1) offset (labels .scan) | .scan => MachineUnaryAffineAt.scan source (tape 4) (tape 1) coefficient (labels .scan) (labels .restore) | .restore => Reduction.MachineTransfer.loopAt (tape 4) source id false (labels .restore) (some (labels .copyFirst)) | .copyFirst => Reduction.MachineTransfer.loopAt (tape 0) (tape 4) id false (labels .copyFirst) (some (labels .copySecond)) | .copySecond => MachineCopy.forkLoop (tape 4) (tape 0) (tape 2) false (labels .copySecond) (some (labels (.lookup .guard))) | .lookup l => MachineSubroutine.statement (fun q => labels (.lookup q)) exit (MachineLookup.program (tape 1) (tape 2) (tape 3) l) def steps (values : List Nat) (a coefficient offset : Nat) : Nat := (2 * (a + 1) + 1) + (2 * ((encodeWords values).length + 1) + MachineLookupSpec.steps values (coefficient * a + offset) + 1) def finalTapes (tape : Fin 5 → K) (base : K → List Bool) (values : List Nat) (index value : Nat) : K → List Bool := MachinePreservingLookup.finalTapes tape base values index value (base (tape 1)) (base (tape 2)) (base (tape 3)) theorem initialTapes_eq_update (tape : Fin 5 → K) (distinct : Function.Injective tape) (base : K → List Bool) (i : Nat) : MachinePreservingLookup.initialTapes tape base i (base (tape 1)) (base (tape 2)) (base (tape 3)) = Function.update base (tape 1) (encodeWord i ++ base (tape 1)) := by have hd (a b : Fin 5) (hne : a ≠ b) : tape a ≠ tape b := fun h => hne (distinct h) funext k by_cases h₁ : k = tape 1 · subst k simp [MachinePreservingLookup.initialTapes, MachineLookup.tapes, hd 1 2 (by decide), hd 1 3 (by decide)] · by_cases h₂ : k = tape 2 · subst k simp [MachinePreservingLookup.initialTapes, MachineLookup.tapes, h₁, hd 2 3 (by decide)] · by_cases h₃ : k = tape 3 · subst k simp [MachinePreservingLookup.initialTapes, MachineLookup.tapes, h₁] · simp [MachinePreservingLookup.initialTapes, MachineLookup.tapes, h₁, h₂, h₃] theorem affineLookupTrace (source : K) (tape : Fin 5 → K) (distinct : Function.Injective tape) (outside : ∀ i, source ≠ tape i) (coefficient offset : Nat) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool)) (atLabels : ∀ l, program (labels l) = instruction source tape coefficient offset labels exit l) (base : K → List Bool) (values : List Nat) (tableWord : base (tape 0) = encodeWords values) (scratchEmpty : base (tape 4) = []) (a : Nat) (suffix : List Bool) (sourceWord : base source = encodeWord a ++ suffix) (value : Nat) (selected : values[coefficient * a + offset]? = some value) (ambient : σ) (register : Option Bool) : (advance (TM2.step program))^[steps values a coefficient offset] (some ⟨some (labels .seed), (ambient,register), base⟩) = some ⟨exit, (ambient,none), finalTapes tape base values (coefficient * a + offset) value⟩ := by have hd (i j : Fin 5) (hne : i ≠ j) : tape i ≠ tape j := fun h => hne (distinct h) have haffine := MachineUnaryAffineAt.seededAffineTrace source (tape 4) (tape 1) (outside 4) (outside 1) (hd 4 1 (by decide)) coefficient offset (labels .seed) (labels .scan) (labels .restore) (some (labels .copyFirst)) program (atLabels .seed) (atLabels .scan) (atLabels .restore) base a suffix sourceWord scratchEmpty ambient register have hlookup := MachinePreservingLookup.preservingLookupTrace tape distinct (labels .copyFirst) (labels .copySecond) (fun q => labels (.lookup q)) exit program (atLabels .copyFirst) (atLabels .copySecond) (fun q => atLabels (.lookup q)) base values tableWord scratchEmpty (coefficient * a + offset) value selected (base (tape 1)) (base (tape 2)) (base (tape 3)) ambient none rw [initialTapes_eq_update tape distinct] at hlookup rw [steps, Nat.add_comm, Function.iterate_add_apply, haffine] exact hlookup theorem steps_le (values : List Nat) (a coefficient offset value : Nat) (selected : values[coefficient * a + offset]? = some value) : steps values a coefficient offset ≤ 2 * a + 5 * (encodeWords values).length + 6 := by have h := MachinePreservingLookup.preservingLookup_steps_le values (coefficient * a + offset) value selected unfold steps omega theorem steps_le_table (values : List Nat) (a coefficient offset value : Nat) (selected : values[coefficient * a + offset]? = some value) (ha : a ≤ (encodeWords values).length) : steps values a coefficient offset ≤ 7 * (encodeWords values).length + 6 := by have h := steps_le values a coefficient offset value selected omega theorem finalTapes_other (tape : Fin 5 → K) (base : K → List Bool) (values : List Nat) (index value : Nat) (k : K) (h₁ : k ≠ tape 1) (h₂ : k ≠ tape 2) (h₃ : k ≠ tape 3) : finalTapes tape base values index value k = base k := MachineLookup.tapes_other _ _ _ _ h₁ h₂ h₃ _ _ _ _ theorem finalTapes_output (tape : Fin 5 → K) (base : K → List Bool) (values : List Nat) (index value : Nat) : finalTapes tape base values index value (tape 3) = encodeWord value ++ base (tape 3) := MachineLookup.tapes_destination _ _ _ _ _ _ _ def machine (coefficient offset : Nat) : FinTM2 where K := Fin 6 k₀ := 0 k₁ := 4 Γ _ := Bool Λ := Label main := .seed σ := Unit × Option Bool initialState := ((),none) m := instruction 0 Fin.succ coefficient offset id none end BinPackingGames.Foundations.Complexity.MachineAffineLookup namespace BinPackingGames.Foundations.Complexity.PoweringMachineRotor open Turing open MachineComposition open PCP variable {K Λ σ : Type} [DecidableEq K] variable {n d : Nat} abbrev Alphabet (_ : K) := Bool def reverseRole (i : Fin 5) : Fin 7 := if i = 0 then 0 else if i = 1 then 2 else if i = 2 then 3 else if i = 3 then 4 else 6 def endpointRole (i : Fin 5) : Fin 7 := if i = 0 then 0 else if i = 1 then 2 else if i = 2 then 3 else if i = 3 then 5 else 6 theorem reverseRole_injective : Function.Injective reverseRole := by decide theorem endpointRole_injective : Function.Injective endpointRole := by decide theorem source_outside_reverse : ∀ i, (1 : Fin 7) ≠ reverseRole i := by decide theorem reverse_outside_endpoint : ∀ i, (4 : Fin 7) ≠ endpointRole i := by decide def reverseTapes (tape : Fin 7 → K) : Fin 5 → K := tape ∘ reverseRole def endpointTapes (tape : Fin 7 → K) : Fin 5 → K := tape ∘ endpointRole inductive Label | reverse (l : MachineAffineLookup.Label) | endpoint (l : MachineAffineLookup.Label) deriving DecidableEq, Fintype def instruction (tape : Fin 7 → K) (degree port : Nat) (labels : Label → Λ) (exit : Option Λ) : Label → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool) | .reverse l => MachineAffineLookup.instruction (tape 1) (reverseTapes tape) (4098 * degree) (4098 * port + 3) (fun q => labels (.reverse q)) (some (labels (.endpoint .seed))) l | .endpoint l => MachineAffineLookup.instruction (tape 4) (endpointTapes tape) 4098 2 (fun q => labels (.endpoint q)) exit l def reverseId (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) : Nat := table.reverseIndex[PortTables.rowIndex n d (vertex, port)].val def reverseAddress (vertex : Fin n) (port : Fin d) : Nat := (4098 * d) * vertex.val + (4098 * port.val + 3) def endpointAddress (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) : Nat := 4098 * reverseId table vertex port + 2 theorem reverse_selected (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) : (PortTables.tableWords table)[reverseAddress vertex port]? = some (reverseId table vertex port) := by have h := PortTableLookup.reverse_word table (PortTables.rowIndex n d (vertex, port)) have hindex : reverseAddress vertex port = 3 + 4098 * (PortTables.rowIndex n d (vertex, port)).val := by simp only [reverseAddress, PortTables.rowIndex_val, Nat.mul_add, Nat.mul_assoc] omega rw [hindex] exact h theorem endpoint_selected (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) : (PortTables.tableWords table)[endpointAddress table vertex port]? = some ((PortTables.rotation table (vertex, port)).1.val) := by have h := PortTableLookup.rotation_head_word table (vertex, port) simpa only [endpointAddress, reverseId, Nat.add_comm] using h def afterReverse (tape : Fin 7 → K) (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (base : K → List Bool) : K → List Bool := MachineAffineLookup.finalTapes (reverseTapes tape) base (PortTables.tableWords table) (reverseAddress vertex port) (reverseId table vertex port) def finalTapes (tape : Fin 7 → K) (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (base : K → List Bool) : K → List Bool := MachineAffineLookup.finalTapes (endpointTapes tape) (afterReverse tape table vertex port base) (PortTables.tableWords table) (endpointAddress table vertex port) ((PortTables.rotation table (vertex, port)).1.val) def steps (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) : Nat := MachineAffineLookup.steps (PortTables.tableWords table) vertex.val (4098 * d) (4098 * port.val + 3) + MachineAffineLookup.steps (PortTables.tableWords table) (reverseId table vertex port) 4098 2 theorem rotorTrace (tape : Fin 7 → K) (distinct : Function.Injective tape) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool)) (port : Fin d) (atLabels : ∀ l, program (labels l) = instruction tape d port.val labels exit l) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) (tableWord : base (tape 0) = PortTables.tableBits table) (scratchEmpty : base (tape 6) = []) (suffix : List Bool) (sourceWord : base (tape 1) = encodeWord vertex.val ++ suffix) (ambient : σ) (register : Option Bool) : (advance (TM2.step program))^[steps table vertex port] (some ⟨some (labels (.reverse .seed)), (ambient,register), base⟩) = some ⟨exit, (ambient,none), finalTapes tape table vertex port base⟩ := by have hd (i j : Fin 7) (hne : i ≠ j) : tape i ≠ tape j := fun h => hne (distinct h) have hrDistinct : Function.Injective (reverseTapes tape) := distinct.comp reverseRole_injective have heDistinct : Function.Injective (endpointTapes tape) := distinct.comp endpointRole_injective have hrOutside : ∀ i, tape 1 ≠ reverseTapes tape i := fun i => hd 1 (reverseRole i) (source_outside_reverse i) have heOutside : ∀ i, tape 4 ≠ endpointTapes tape i := fun i => hd 4 (endpointRole i) (reverse_outside_endpoint i) have hreverse := MachineAffineLookup.affineLookupTrace (tape 1) (reverseTapes tape) hrDistinct hrOutside (4098 * d) (4098 * port.val + 3) (fun q => labels (.reverse q)) (some (labels (.endpoint .seed))) program (fun q => atLabels (.reverse q)) base (PortTables.tableWords table) tableWord scratchEmpty vertex.val suffix sourceWord (reverseId table vertex port) (reverse_selected table vertex port) ambient register let mid := afterReverse tape table vertex port base have hmidTable : mid (tape 0) = PortTables.tableBits table := by calc mid (tape 0) = base (tape 0) := MachineAffineLookup.finalTapes_other _ _ _ _ _ _ (hd 0 2 (by decide)) (hd 0 3 (by decide)) (hd 0 4 (by decide)) _ = _ := tableWord have hmidScratch : mid (tape 6) = [] := by calc mid (tape 6) = base (tape 6) := MachineAffineLookup.finalTapes_other _ _ _ _ _ _ (hd 6 2 (by decide)) (hd 6 3 (by decide)) (hd 6 4 (by decide)) _ = _ := scratchEmpty have hmidSource : mid (tape 4) = encodeWord (reverseId table vertex port) ++ base (tape 4) := MachineAffineLookup.finalTapes_output _ _ _ _ _ have hendpoint := MachineAffineLookup.affineLookupTrace (tape 4) (endpointTapes tape) heDistinct heOutside 4098 2 (fun q => labels (.endpoint q)) exit program (fun q => atLabels (.endpoint q)) mid (PortTables.tableWords table) hmidTable hmidScratch (reverseId table vertex port) (base (tape 4)) hmidSource ((PortTables.rotation table (vertex, port)).1.val) (endpoint_selected table vertex port) ambient none rw [steps, Nat.add_comm, Function.iterate_add_apply, hreverse] exact hendpoint theorem finalTapes_endpoint (tape : Fin 7 → K) (distinct : Function.Injective tape) (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (base : K → List Bool) : finalTapes tape table vertex port base (tape 5) = encodeWord ((PortTables.rotation table (vertex, port)).1.val) ++ base (tape 5) := by have hd (i j : Fin 7) (hne : i ≠ j) : tape i ≠ tape j := fun h => hne (distinct h) change MachineAffineLookup.finalTapes (endpointTapes tape) _ _ _ _ (endpointTapes tape 3) = _ rw [MachineAffineLookup.finalTapes_output] congr 1 exact MachineAffineLookup.finalTapes_other _ _ _ _ _ _ (hd 5 2 (by decide)) (hd 5 3 (by decide)) (hd 5 4 (by decide)) theorem finalTapes_other (tape : Fin 7 → K) (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (base : K → List Bool) (k : K) (h₂ : k ≠ tape 2) (h₃ : k ≠ tape 3) (h₄ : k ≠ tape 4) (h₅ : k ≠ tape 5) : finalTapes tape table vertex port base k = base k := by calc finalTapes tape table vertex port base k = afterReverse tape table vertex port base k := MachineAffineLookup.finalTapes_other _ _ _ _ _ _ h₂ h₃ h₅ _ = base k := MachineAffineLookup.finalTapes_other _ _ _ _ _ _ h₂ h₃ h₄ theorem steps_le (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) : steps table vertex port ≤ 14 * (PortTables.tableBits table).length + 12 := by have hvertex : vertex.val ≤ (encodeWords (PortTables.tableWords table)).length := Nat.le_trans (Nat.le_of_lt vertex.isLt) (PortTables.vertices_le_tableBits_length table) have hreverse := MachineLookupSpec.output_length_le (PortTables.tableWords table) (reverseAddress vertex port) (reverseId table vertex port) (reverse_selected table vertex port) rw [encodeWord_length] at hreverse have hr := MachineAffineLookup.steps_le_table (PortTables.tableWords table) vertex.val (4098 * d) (4098 * port.val + 3) (reverseId table vertex port) (reverse_selected table vertex port) hvertex have he := MachineAffineLookup.steps_le_table (PortTables.tableWords table) (reverseId table vertex port) 4098 2 ((PortTables.rotation table (vertex, port)).1.val) (endpoint_selected table vertex port) (by omega) change _ ≤ 14 * (encodeWords (PortTables.tableWords table)).length + 12 unfold steps omega def machine (degree port : Nat) : FinTM2 where K := Fin 7 k₀ := 0 k₁ := 5 Γ _ := Bool Λ := Label main := .reverse .seed σ := Unit × Option Bool initialState := ((),none) m := instruction id degree port id none end BinPackingGames.Foundations.Complexity.PoweringMachineRotor namespace BinPackingGames.Foundations.Complexity.PoweringMachineRelation open Turing open MachineComposition open PCP variable {K Λ σ : Type} [DecidableEq K] variable {n d : Nat} abbrev Alphabet (_ : K) := Bool def address (vertex : Fin n) (port : Fin d) (position : Fin 4096) : Nat := (4098 * d) * vertex.val + (4098 * port.val + 4 + position.val) def value (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (position : Fin 4096) : Nat := GraphTables.bitWord table.relations[PortTables.rowIndex n d (vertex, port)][position] theorem selected (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (position : Fin 4096) : (PortTables.tableWords table)[address vertex port position]? = some (value table vertex port position) := by have h := PortTableLookup.relation_word table (PortTables.rowIndex n d (vertex, port)) position have hindex : address vertex port position = 4 + 4098 * (PortTables.rowIndex n d (vertex, port)).val + position.val := by simp only [address, PortTables.rowIndex_val, Nat.mul_add, Nat.mul_assoc] omega rw [hindex] exact h def instruction (source : K) (tape : Fin 5 → K) (port : Fin d) (position : Fin 4096) (labels : MachineAffineLookup.Label → Λ) (exit : Option Λ) : MachineAffineLookup.Label → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool) := MachineAffineLookup.instruction source tape (4098 * d) (4098 * port.val + 4 + position.val) labels exit theorem relationTrace (source : K) (tape : Fin 5 → K) (distinct : Function.Injective tape) (outside : ∀ i, source ≠ tape i) (port : Fin d) (position : Fin 4096) (labels : MachineAffineLookup.Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool)) (atLabels : ∀ l, program (labels l) = instruction source tape port position labels exit l) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) (tableWord : base (tape 0) = PortTables.tableBits table) (scratchEmpty : base (tape 4) = []) (suffix : List Bool) (sourceWord : base source = encodeWord vertex.val ++ suffix) (ambient : σ) (register : Option Bool) : (advance (TM2.step program))^[MachineAffineLookup.steps (PortTables.tableWords table) vertex.val (4098 * d) (4098 * port.val + 4 + position.val)] (some ⟨some (labels .seed), (ambient,register), base⟩) = some ⟨exit, (ambient,none), MachineAffineLookup.finalTapes tape base (PortTables.tableWords table) (address vertex port position) (value table vertex port position)⟩ := MachineAffineLookup.affineLookupTrace source tape distinct outside (4098 * d) (4098 * port.val + 4 + position.val) labels exit program atLabels base (PortTables.tableWords table) tableWord scratchEmpty vertex.val suffix sourceWord (value table vertex port position) (selected table vertex port position) ambient register theorem steps_le (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (position : Fin 4096) : MachineAffineLookup.steps (PortTables.tableWords table) vertex.val (4098 * d) (4098 * port.val + 4 + position.val) ≤ 7 * (PortTables.tableBits table).length + 6 := MachineAffineLookup.steps_le_table (PortTables.tableWords table) vertex.val (4098 * d) (4098 * port.val + 4 + position.val) (value table vertex port position) (selected table vertex port position) (Nat.le_trans (Nat.le_of_lt vertex.isLt) (PortTables.vertices_le_tableBits_length table)) theorem value_eq_accepts (table : PortTables.Table n d) (vertex : Fin n) (port : Fin d) (left right : PortTables.Label) : value table vertex port (GraphTables.relationIndex (left, right)) = GraphTables.bitWord (PortTables.accepts table (vertex, port) left right) := rfl def machine (degree : Nat) (port : Fin degree) (position : Fin 4096) : FinTM2 := MachineAffineLookup.machine (4098 * degree) (4098 * port.val + 4 + position.val) end BinPackingGames.Foundations.Complexity.PoweringMachineRelation namespace BinPackingGames.Foundations.Complexity.PoweringMachineWord open Turing open MachineComposition open PCP variable {K Λ σ : Type} [DecidableEq K] variable {n d : Nat} abbrev Alphabet (_ : K) := Bool abbrev Tape (t : Nat) := Fin 6 ⊕ Fin (t + 1) def first (t : Nat) : Fin (t + 1) := ⟨0, by omega⟩ def shift (t : Nat) : Tape t → Tape (t + 1) := Sum.map id Fin.succ theorem shift_injective (t : Nat) : Function.Injective (shift t) := by intro a b h cases a <;> cases b <;> simp_all [shift] def rotorRole (t : Nat) (i : Fin 7) : Tape (t + 1) := if i = 0 then .inl 0 else if i = 1 then .inr (first (t + 1)) else if i = 2 then .inl 1 else if i = 3 then .inl 2 else if i = 4 then .inl 3 else if i = 5 then .inr (first t).succ else .inl 4 theorem rotorRole_injective (t : Nat) : Function.Injective (rotorRole t) := by intro a b h fin_cases a <;> fin_cases b <;> simp_all [rotorRole, first, Fin.ext_iff] def Label : Nat → Type | 0 => MachineUnaryAffineAt.Label | t + 1 => PoweringMachineRotor.Label ⊕ Label t instance labelFintype (t : Nat) : Fintype (Label t) := by induction t with | zero => exact inferInstanceAs (Fintype MachineUnaryAffineAt.Label) | succ t ih => letI := ih exact inferInstanceAs (Fintype (PoweringMachineRotor.Label ⊕ Label t)) instance labelDecidableEq (t : Nat) : DecidableEq (Label t) := by induction t with | zero => exact inferInstanceAs (DecidableEq MachineUnaryAffineAt.Label) | succ t ih => letI := ih exact inferInstanceAs (DecidableEq (PoweringMachineRotor.Label ⊕ Label t)) def entry : (t : Nat) → Label t | 0 => .seed | _ + 1 => .inl (.reverse .seed) def copyInstruction (source scratch output : K) (labels : MachineUnaryAffineAt.Label → Λ) (exit : Option Λ) : MachineUnaryAffineAt.Label → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool) | .seed => MachineUnaryAffineAt.seed output 0 (labels .scan) | .scan => MachineUnaryAffineAt.scan source scratch output 1 (labels .scan) (labels .restore) | .restore => Reduction.MachineTransfer.loopAt scratch source id false (labels .restore) exit def instruction : (t : Nat) → (Tape t → K) → (Fin t → Fin d) → (Label t → Λ) → Option Λ → Label t → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool) | 0, placement, _, labels, exit => copyInstruction (placement (.inr (first 0))) (placement (.inl 4)) (placement (.inl 5)) labels exit | t + 1, placement, ports, labels, exit => fun l => match l with | .inl q => PoweringMachineRotor.instruction (placement ∘ rotorRole t) d (ports 0).val (fun z => labels (.inl z)) (some (labels (.inr (entry t)))) q | .inr q => instruction t (placement ∘ shift t) (fun j => ports j.succ) (fun z => labels (.inr z)) exit q def steps (table : PortTables.Table n d) : (t : Nat) → Fin n → (Fin t → Fin d) → Nat | 0, vertex, _ => 2 * (vertex.val + 1) + 1 | t + 1, vertex, ports => PoweringMachineRotor.steps table vertex (ports 0) + steps table t (PortTables.rotation table (vertex, ports 0)).1 (fun j => ports j.succ) def finalTapes (table : PortTables.Table n d) : (t : Nat) → (Tape t → K) → Fin n → (Fin t → Fin d) → (K → List Bool) → K → List Bool | 0, placement, vertex, _, base => Function.update base (placement (.inl 5)) (encodeWord vertex.val ++ base (placement (.inl 5))) | t + 1, placement, vertex, ports, base => finalTapes table t (placement ∘ shift t) (PortTables.rotation table (vertex, ports 0)).1 (fun j => ports j.succ) (PoweringMachineRotor.finalTapes (placement ∘ rotorRole t) table vertex (ports 0) base) theorem finalTapes_other (table : PortTables.Table n d) (t : Nat) (placement : Tape t → K) (vertex : Fin n) (ports : Fin t → Fin d) (base : K → List Bool) (k : K) (hquery : k ≠ placement (.inl 1)) (hscan : k ≠ placement (.inl 2)) (hreverse : k ≠ placement (.inl 3)) (houtput : k ≠ placement (.inl 5)) (hpositions : ∀ i : Fin t, k ≠ placement (.inr i.succ)) : finalTapes table t placement vertex ports base k = base k := by induction t generalizing vertex base with | zero => simp only [finalTapes, Function.update_of_ne houtput] | succ t ih => let mid := PoweringMachineRotor.finalTapes (placement ∘ rotorRole t) table vertex (ports 0) base calc finalTapes table (t + 1) placement vertex ports base k = mid k := ih (placement ∘ shift t) (PortTables.rotation table (vertex, ports 0)).1 (fun j => ports j.succ) mid hquery hscan hreverse houtput (fun i => hpositions i.succ) _ = base k := PoweringMachineRotor.finalTapes_other _ _ _ _ _ k hquery hscan hreverse (hpositions (first t)) theorem wordTrace (table : PortTables.Table n d) (t : Nat) (placement : Tape t → K) (distinct : Function.Injective placement) (vertex : Fin n) (ports : Fin t → Fin d) (labels : Label t → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (σ × Option Bool)) (atLabels : ∀ l, program (labels l) = instruction t placement ports labels exit l) (base : K → List Bool) (tableWord : base (placement (.inl 0)) = PortTables.tableBits table) (scratchEmpty : base (placement (.inl 4)) = []) (suffix : List Bool) (sourceWord : base (placement (.inr (first t))) = encodeWord vertex.val ++ suffix) (ambient : σ) (register : Option Bool) : (advance (TM2.step program))^[steps table t vertex ports] (some ⟨some (labels (entry t)), (ambient,register), base⟩) = some ⟨exit, (ambient,none), finalTapes table t placement vertex ports base⟩ ∧ finalTapes table t placement vertex ports base (placement (.inl 5)) = encodeWord (PoweringWalks.wordEnd (PortTables.portGraph table) t vertex ports).val ++ base (placement (.inl 5)) := by induction t generalizing vertex base suffix register with | zero => have hd (i j : Tape 0) (hne : i ≠ j) : placement i ≠ placement j := fun h => hne (distinct h) have hrun := MachineUnaryAffineAt.seededAffineTrace (placement (.inr (first 0))) (placement (.inl 4)) (placement (.inl 5)) (hd _ _ (by simp [first])) (hd _ _ (by simp [first])) (hd _ _ (by simp)) 1 0 (labels .seed) (labels .scan) (labels .restore) exit program (atLabels .seed) (atLabels .scan) (atLabels .restore) base vertex.val suffix sourceWord scratchEmpty ambient register constructor · simpa only [steps, entry, finalTapes, Nat.one_mul, Nat.add_zero] using hrun · simp only [finalTapes, Function.update_self, PoweringWalks.wordEnd] | succ t ih => have hd (i j : Tape (t + 1)) (hne : i ≠ j) : placement i ≠ placement j := fun h => hne (distinct h) have hrotor := PoweringMachineRotor.rotorTrace (placement ∘ rotorRole t) (distinct.comp (rotorRole_injective t)) (fun q => labels (.inl q)) (some (labels (.inr (entry t)))) program (ports 0) (fun q => atLabels (.inl q)) table vertex base tableWord scratchEmpty suffix sourceWord ambient register let mid := PoweringMachineRotor.finalTapes (placement ∘ rotorRole t) table vertex (ports 0) base have hmidTable : mid (placement (.inl 0)) = PortTables.tableBits table := by calc mid (placement (.inl 0)) = base (placement (.inl 0)) := PoweringMachineRotor.finalTapes_other _ _ _ _ _ _ (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole, first])) _ = _ := tableWord have hmidScratch : mid (placement (.inl 4)) = [] := by calc mid (placement (.inl 4)) = base (placement (.inl 4)) := PoweringMachineRotor.finalTapes_other _ _ _ _ _ _ (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole, first])) _ = _ := scratchEmpty have hmidOutput : mid (placement (.inl 5)) = base (placement (.inl 5)) := PoweringMachineRotor.finalTapes_other _ _ _ _ _ _ (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole])) (hd _ _ (by simp [rotorRole, first])) have hmidSource : mid (placement (.inr (first t).succ)) = encodeWord (PortTables.rotation table (vertex, ports 0)).1.val ++ base (placement (.inr (first t).succ)) := PoweringMachineRotor.finalTapes_endpoint _ (distinct.comp (rotorRole_injective t)) _ _ _ _ have htail := ih (placement ∘ shift t) (distinct.comp (shift_injective t)) (PortTables.rotation table (vertex, ports 0)).1 (fun j => ports j.succ) (fun q => labels (.inr q)) (fun q => atLabels (.inr q)) mid hmidTable hmidScratch (base (placement (.inr (first t).succ))) hmidSource none constructor · rw [steps, Nat.add_comm, Function.iterate_add_apply] simp only [entry] rw [hrotor] exact htail.1 · change finalTapes table t (placement ∘ shift t) (PortTables.rotation table (vertex, ports 0)).1 (fun j => ports j.succ) mid ((placement ∘ shift t) (.inl 5)) = _ rw [htail.2] change _ ++ mid (placement (.inl 5)) = _ rw [hmidOutput] rfl theorem steps_le (table : PortTables.Table n d) (t : Nat) (vertex : Fin n) (ports : Fin t → Fin d) : steps table t vertex ports ≤ (14 * t + 2) * (PortTables.tableBits table).length + 12 * t + 3 := by induction t generalizing vertex with | zero => have h := Nat.le_trans (Nat.le_of_lt vertex.isLt) (PortTables.vertices_le_tableBits_length table) simp only [steps, Nat.mul_zero, Nat.zero_add] omega | succ t ih => have hr := PoweringMachineRotor.steps_le table vertex (ports 0) have ht := ih (PortTables.rotation table (vertex, ports 0)).1 (fun j => ports j.succ) simp only [steps, Nat.mul_add, Nat.add_mul, Nat.mul_one, Nat.mul_assoc] at ht ⊢ omega def machine (degree t : Nat) (ports : Fin t → Fin degree) : FinTM2 where K := Tape t k₀ := .inl 0 k₁ := .inl 5 Γ _ := Bool Λ := Label t main := entry t σ := Unit × Option Bool initialState := ((),none) m := instruction t id ports id none end BinPackingGames.Foundations.Complexity.PoweringMachineWord namespace BinPackingGames.Foundations.Complexity.PoweringMachineTapes abbrev Tape (max : Nat) := Fin 11 ⊕ Fin max def table (max : Nat) : Tape max := .inl 0 def start (max : Nat) : Tape max := .inl 1 def query (max : Nat) : Tape max := .inl 2 def scan (max : Nat) : Tape max := .inl 3 def reverse (max : Nat) : Tape max := .inl 4 def scratch (max : Nat) : Tape max := .inl 5 def leftEndpoint (max : Nat) : Tape max := .inl 6 def rightEndpoint (max : Nat) : Tape max := .inl 7 def leftCopy (max : Nat) : Tape max := .inl 8 def rightCopy (max : Nat) : Tape max := .inl 9 def rowOutput (max : Nat) : Tape max := .inl 10 def endpoint (max : Nat) (target : Bool) : Tape max := if target then rightEndpoint max else leftEndpoint max @[simp] theorem endpoint_false (max : Nat) : endpoint max false = leftEndpoint max := rfl @[simp] theorem endpoint_true (max : Nat) : endpoint max true = rightEndpoint max := rfl def wordSharedRole (target : Bool) (i : Fin 6) : Fin 11 := if i = 0 then 0 else if i = 1 then 2 else if i = 2 then 3 else if i = 3 then 4 else if i = 4 then 5 else if target then 7 else 6 def trajectoryPlacement {t max : Nat} (h : t ≤ max) : Fin (t + 1) → Tape max := Fin.cases (start max) (fun i => .inr (Fin.castLE h i)) def wordPlacement {t max : Nat} (h : t ≤ max) (target : Bool) : PoweringMachineWord.Tape t → Tape max | .inl i => .inl (wordSharedRole target i) | .inr i => trajectoryPlacement h i @[simp] theorem wordPlacement_inl_zero {t max : Nat} (h : t ≤ max) (target : Bool) : wordPlacement h target (.inl 0) = table max := rfl @[simp] theorem wordPlacement_inl_one {t max : Nat} (h : t ≤ max) (target : Bool) : wordPlacement h target (.inl 1) = query max := rfl @[simp] theorem wordPlacement_inl_two {t max : Nat} (h : t ≤ max) (target : Bool) : wordPlacement h target (.inl 2) = scan max := rfl @[simp] theorem wordPlacement_inl_three {t max : Nat} (h : t ≤ max) (target : Bool) : wordPlacement h target (.inl 3) = reverse max := rfl @[simp] theorem wordPlacement_inl_four {t max : Nat} (h : t ≤ max) (target : Bool) : wordPlacement h target (.inl 4) = scratch max := rfl @[simp] theorem wordPlacement_inl_five {t max : Nat} (h : t ≤ max) (target : Bool) : wordPlacement h target (.inl 5) = endpoint max target := by cases target <;> rfl @[simp] theorem wordPlacement_first {t max : Nat} (h : t ≤ max) (target : Bool) : wordPlacement h target (.inr (PoweringMachineWord.first t)) = start max := rfl @[simp] theorem wordPlacement_succ {t max : Nat} (h : t ≤ max) (target : Bool) (i : Fin t) : wordPlacement h target (.inr i.succ) = .inr (Fin.castLE h i) := rfl def relationPlacement (max : Nat) (i : Fin 6) : Tape max := .inl (if i = 0 then 6 else if i = 1 then 0 else if i = 2 then 2 else if i = 3 then 3 else if i = 4 then 10 else 5) @[simp] theorem relationPlacement_zero (max : Nat) : relationPlacement max 0 = leftEndpoint max := rfl @[simp] theorem relationPlacement_one (max : Nat) : relationPlacement max 1 = table max := rfl @[simp] theorem relationPlacement_two (max : Nat) : relationPlacement max 2 = query max := rfl @[simp] theorem relationPlacement_three (max : Nat) : relationPlacement max 3 = scan max := rfl @[simp] theorem relationPlacement_four (max : Nat) : relationPlacement max 4 = rowOutput max := rfl @[simp] theorem relationPlacement_five (max : Nat) : relationPlacement max 5 = scratch max := rfl def equalityPlacement (max : Nat) (i : Fin 6) : Tape max := .inl (if i = 0 then 6 else if i = 1 then 7 else if i = 2 then 8 else if i = 3 then 9 else if i = 4 then 5 else 10) @[simp] theorem equalityPlacement_zero (max : Nat) : equalityPlacement max 0 = leftEndpoint max := rfl @[simp] theorem equalityPlacement_one (max : Nat) : equalityPlacement max 1 = rightEndpoint max := rfl @[simp] theorem equalityPlacement_two (max : Nat) : equalityPlacement max 2 = leftCopy max := rfl @[simp] theorem equalityPlacement_three (max : Nat) : equalityPlacement max 3 = rightCopy max := rfl @[simp] theorem equalityPlacement_four (max : Nat) : equalityPlacement max 4 = scratch max := rfl @[simp] theorem equalityPlacement_five (max : Nat) : equalityPlacement max 5 = rowOutput max := rfl theorem wordSharedRole_injective (target : Bool) : Function.Injective (wordSharedRole target) := by cases target <;> decide theorem wordSharedRole_ne_start (target : Bool) : ∀ i : Fin 6, wordSharedRole target i ≠ 1 := by cases target <;> decide theorem wordSharedRole_ne_rowOutput (target : Bool) : ∀ i : Fin 6, wordSharedRole target i ≠ 10 := by cases target <;> decide theorem trajectoryPlacement_injective {t max : Nat} (ht : t ≤ max) : Function.Injective (trajectoryPlacement ht) := by intro a b refine Fin.cases ?_ (fun i => ?_) a · refine Fin.cases ?_ (fun j => ?_) b · intro _ rfl · intro h change (Sum.inl (1 : Fin 11) : Tape max) = .inr (Fin.castLE ht j) at h cases h · refine Fin.cases ?_ (fun j => ?_) b · intro h change (Sum.inr (Fin.castLE ht i) : Tape max) = .inl (1 : Fin 11) at h cases h · intro h change (Sum.inr (Fin.castLE ht i) : Tape max) = .inr (Fin.castLE ht j) at h have hc : Fin.castLE ht i = Fin.castLE ht j := Sum.inr.inj h have hv : i.val = j.val := congrArg (fun x : Fin max => x.val) hc have hij : i = j := Fin.ext hv exact congrArg Fin.succ hij theorem wordShared_ne_trajectory {t max : Nat} (ht : t ≤ max) (target : Bool) (i : Fin 6) : ∀ j : Fin (t + 1), (Sum.inl (wordSharedRole target i) : Tape max) ≠ trajectoryPlacement ht j := by intro j refine Fin.cases ?_ (fun k => ?_) j · intro h change (Sum.inl (wordSharedRole target i) : Tape max) = .inl (1 : Fin 11) at h exact wordSharedRole_ne_start target i (Sum.inl.inj h) · intro h change (Sum.inl (wordSharedRole target i) : Tape max) = .inr (Fin.castLE ht k) at h cases h theorem wordPlacement_injective {t max : Nat} (ht : t ≤ max) (target : Bool) : Function.Injective (wordPlacement ht target) := by intro a b h cases a with | inl i => cases b with | inl j => exact congrArg Sum.inl (wordSharedRole_injective target (Sum.inl.inj h)) | inr j => exact False.elim (wordShared_ne_trajectory ht target i j h) | inr i => cases b with | inl j => exact False.elim (wordShared_ne_trajectory ht target j i h.symm) | inr j => exact congrArg Sum.inr (trajectoryPlacement_injective ht h) theorem relationPlacement_injective (max : Nat) : Function.Injective (relationPlacement max) := by intro i j h fin_cases i <;> fin_cases j <;> simp_all [relationPlacement] theorem equalityPlacement_injective (max : Nat) : Function.Injective (equalityPlacement max) := by intro i j h fin_cases i <;> fin_cases j <;> simp_all [equalityPlacement] theorem wordPlacement_ne_rowOutput {t max : Nat} (ht : t ≤ max) (target : Bool) (i : PoweringMachineWord.Tape t) : wordPlacement ht target i ≠ rowOutput max := by cases i with | inl i => intro h exact wordSharedRole_ne_rowOutput target i (Sum.inl.inj h) | inr j => refine Fin.cases ?_ (fun i => ?_) j · intro h change (Sum.inl (1 : Fin 11) : Tape max) = .inl (10 : Fin 11) at h have hne : (1 : Fin 11) ≠ 10 := by decide exact hne (Sum.inl.inj h) · intro h change (Sum.inr (Fin.castLE ht i) : Tape max) = .inl (10 : Fin 11) at h cases h theorem shared_ne_wordPlacement_succ {t max : Nat} (ht : t ≤ max) (target : Bool) (role : Fin 11) (i : Fin t) : (Sum.inl role : Tape max) ≠ wordPlacement ht target (.inr i.succ) := by intro h change (Sum.inl role : Tape max) = .inr (Fin.castLE ht i) at h cases h end BinPackingGames.Foundations.Complexity.PoweringMachineTapes namespace BinPackingGames.Foundations.Complexity.PoweringMachineInitialize open Turing open PoweringMachineLoop PoweringMasterState abbrev ExtraTape (max : Nat) := PoweringMachineTapes.Tape max ⊕ Unit abbrev GlobalTape (max : Nat) := HeaderTape ⊕ ExtraTape max abbrev Label := HeaderLabel ⊕ MachineUnaryAffineAt.Label def finalOutput (max : Nat) : GlobalTape max := .inr (.inr ()) def commonPlacement (max : Nat) (tape : PoweringMachineTapes.Tape max) : GlobalTape max := if tape = PoweringMachineTapes.start max then .inl .counter else .inr (.inl tape) theorem commonPlacement_injective (max : Nat) : Function.Injective (commonPlacement max) := by intro a b h by_cases ha : a = PoweringMachineTapes.start max <;> by_cases hb : b = PoweringMachineTapes.start max <;> simp_all [commonPlacement] @[simp] theorem commonPlacement_start (max : Nat) : commonPlacement max (PoweringMachineTapes.start max) = .inl .counter := by simp [commonPlacement] @[simp] theorem commonPlacement_table (max : Nat) : commonPlacement max (PoweringMachineTapes.table max) = .inr (.inl (PoweringMachineTapes.table max)) := by simp [commonPlacement, PoweringMachineTapes.table, PoweringMachineTapes.start] @[simp] theorem commonPlacement_scratch (max : Nat) : commonPlacement max (PoweringMachineTapes.scratch max) = .inr (.inl (PoweringMachineTapes.scratch max)) := by simp [commonPlacement, PoweringMachineTapes.scratch, PoweringMachineTapes.start] @[simp] theorem commonPlacement_rowOutput (max : Nat) : commonPlacement max (PoweringMachineTapes.rowOutput max) = .inr (.inl (PoweringMachineTapes.rowOutput max)) := by simp [commonPlacement, PoweringMachineTapes.rowOutput, PoweringMachineTapes.start] theorem commonPlacement_ne_finalOutput (max : Nat) (tape : PoweringMachineTapes.Tape max) : commonPlacement max tape ≠ finalOutput max := by by_cases h : tape = PoweringMachineTapes.start max <;> simp [commonPlacement, finalOutput, h] theorem commonPlacement_ne_header (max : Nat) (tape : PoweringMachineTapes.Tape max) (field : HeaderTape) (hne : field ≠ .counter) : commonPlacement max tape ≠ .inl field := by by_cases h : tape = PoweringMachineTapes.start max <;> simp [commonPlacement, h, Ne.symm hne] def headerPlacement (max : Nat) (tape : PoweringMachineTapes.Tape max) : GlobalTape max := if tape = PoweringMachineTapes.rowOutput max then finalOutput max else commonPlacement max tape theorem headerPlacement_injective (max : Nat) : Function.Injective (headerPlacement max) := by intro a b h by_cases ha : a = PoweringMachineTapes.rowOutput max · subst a by_cases hb : b = PoweringMachineTapes.rowOutput max · exact hb.symm · simp only [headerPlacement, ite_eq_right hb] at h exact False.elim (commonPlacement_ne_finalOutput max b h.symm) · by_cases hb : b = PoweringMachineTapes.rowOutput max · subst b simp only [headerPlacement, ite_eq_right ha] at h exact False.elim (commonPlacement_ne_finalOutput max a h) · simp only [headerPlacement, ite_eq_right ha, ite_eq_right hb] at h exact commonPlacement_injective max h @[simp] theorem headerPlacement_rowOutput (max : Nat) : headerPlacement max (PoweringMachineTapes.rowOutput max) = finalOutput max := by simp [headerPlacement] theorem headerPlacement_eq_common (max : Nat) (tape : PoweringMachineTapes.Tape max) (hne : tape ≠ PoweringMachineTapes.rowOutput max) : headerPlacement max tape = commonPlacement max tape := by simp [headerPlacement, hne] theorem headerPlacement_ne_data (max : Nat) (tape : PoweringMachineTapes.Tape max) : headerPlacement max tape ≠ commonPlacement max (PoweringMachineTapes.rowOutput max) := by by_cases h : tape = PoweringMachineTapes.rowOutput max · simp only [headerPlacement, ite_eq_left h] exact Ne.symm (commonPlacement_ne_finalOutput max _) · rw [headerPlacement_eq_common max tape h] exact fun heq => h (commonPlacement_injective max heq) theorem headerPlacement_ne_header (max : Nat) (tape : PoweringMachineTapes.Tape max) (field : HeaderTape) (hne : field ≠ .counter) : headerPlacement max tape ≠ .inl field := by by_cases h : tape = PoweringMachineTapes.rowOutput max · simp [headerPlacement, h, finalOutput] · rw [headerPlacement_eq_common max tape h] exact commonPlacement_ne_header max tape field hne private def castTapes {K : Type} {Γ Δ : K → Type} (h : Γ = Δ) (tapes : ∀ k, List (Γ k)) : ∀ k, List (Δ k) := h ▸ tapes private def castStatement {K Λ σ : Type} {Γ Δ : K → Type} (h : Γ = Δ) (q : TM2.Stmt Γ Λ σ) : TM2.Stmt Δ Λ σ := h ▸ q private def castConfiguration {K Λ σ : Type} {Γ Δ : K → Type} (h : Γ = Δ) (c : TM2.Cfg Γ Λ σ) : TM2.Cfg Δ Λ σ := h ▸ c private theorem castTapes_apply {K : Type} {Γ Δ : K → Type} (h : Γ = Δ) (tapes : ∀ k, List (Γ k)) (k : K) : castTapes h tapes k = cast (congrArg (fun alphabet => List (alphabet k)) h) (tapes k) := by cases h rfl private theorem castConfiguration_mk {K Λ σ : Type} {Γ Δ : K → Type} (h : Γ = Δ) (label : Option Λ) (state : σ) (tapes : ∀ k, List (Γ k)) : castConfiguration h ⟨label, state, tapes⟩ = ⟨label, state, castTapes h tapes⟩ := by cases h rfl private theorem stepAux_cast {K Λ σ : Type} [DecidableEq K] {Γ Δ : K → Type} (h : Γ = Δ) (q : TM2.Stmt Γ Λ σ) (state : σ) (tapes : ∀ k, List (Γ k)) : TM2.stepAux (castStatement h q) state (castTapes h tapes) = castConfiguration h (TM2.stepAux q state tapes) := by cases h rfl private theorem boolAlphabet_eq (max : Nat) : MachineEmbedding.Alphabet HeaderAlphabet (fun _ : ExtraTape max => Bool) = (fun _ : GlobalTape max => Bool) := by funext tape cases tape <;> rfl def mergeTapes {max : Nat} (header : HeaderTape → List Bool) (extra : ExtraTape max → List Bool) : GlobalTape max → List Bool | .inl k => header k | .inr e => extra e private theorem castTapes_embedding {max : Nat} (header : HeaderTape → List Bool) (extra : ExtraTape max → List Bool) : castTapes (boolAlphabet_eq max) (MachineEmbedding.tapes header extra) = mergeTapes header extra := by funext tape rw [castTapes_apply] cases tape <;> rfl private def dropUnit (N : Nat) : (Master N × Unit) ≃ Master N where toFun := Prod.fst invFun state := (state, ()) left_inv := by rintro ⟨state, ⟨⟩⟩; rfl right_inv := by intro state; rfl def headerStatement (max N B : Nat) (label : HeaderLabel) : TM2.Stmt (fun _ : GlobalTape max => Bool) Label (Master N) := MachineStateEquiv.statement (dropUnit N) (castStatement (boolAlphabet_eq max) (MachineEmbedding.statement (Λextra := MachineUnaryAffineAt.Label) (τ := Unit) none (headerProgram (σ := OtherRegisters N) B label))) def headerConfiguration {max N : Nat} (extra : ExtraTape max → List Bool) (c : TM2.Cfg HeaderAlphabet HeaderLabel (Master N)) : TM2.Cfg (fun _ : GlobalTape max => Bool) Label (Master N) := ⟨c.l.map Sum.inl, c.var, mergeTapes c.stk extra⟩ private theorem headerConfiguration_eq {max N : Nat} (extra : ExtraTape max → List Bool) (c : TM2.Cfg HeaderAlphabet HeaderLabel (Master N)) : headerConfiguration extra c = MachineStateEquiv.configuration (dropUnit N) (castConfiguration (boolAlphabet_eq max) (MachineEmbedding.configuration (Λextra := MachineUnaryAffineAt.Label) none () extra c)) := by cases c with | mk label state tapes => simp only [MachineEmbedding.configuration, castConfiguration_mk, MachineStateEquiv.configuration, castTapes_embedding, dropUnit, Equiv.coe_fn_mk, headerConfiguration] cases label <;> rfl theorem stepAux_headerStatement (max N B : Nat) (label : HeaderLabel) (state : Master N) (header : HeaderTape → List Bool) (extra : ExtraTape max → List Bool) : TM2.stepAux (headerStatement max N B label) state (mergeTapes header extra) = headerConfiguration extra (TM2.stepAux (headerProgram B label) state header) := by rw [headerStatement, MachineStateEquiv.stepAux_transport_symm] change MachineStateEquiv.configuration (dropUnit N) (TM2.stepAux (castStatement (boolAlphabet_eq max) (MachineEmbedding.statement none (headerProgram B label))) (state, ()) (mergeTapes header extra)) = _ rw [← castTapes_embedding, stepAux_cast, MachineEmbedding.stepAux_simulation] exact (headerConfiguration_eq extra _).symm def program (max N B : Nat) : Label → TM2.Stmt (fun _ : GlobalTape max => Bool) Label (Master N) | .inl label => headerStatement max N B label | .inr .seed => MachineUnaryAffineAt.seed (.inl .source) 0 (.inr .scan) | .inr .scan => MachineUnaryAffineAt.scan (commonPlacement max (PoweringMachineTapes.table max)) (commonPlacement max (PoweringMachineTapes.scratch max)) (.inl .source) 1 (.inr .scan) (.inr .restore) | .inr .restore => Reduction.MachineTransfer.loopAt (commonPlacement max (PoweringMachineTapes.scratch max)) (commonPlacement max (PoweringMachineTapes.table max)) id false (.inr .restore) (some (.inl .initialize)) theorem headerStep (max N B : Nat) (extra : ExtraTape max → List Bool) (a b : TM2.Cfg HeaderAlphabet HeaderLabel (Master N)) (run : TM2.step (headerProgram B) a = some b) : TM2.step (program max N B) (headerConfiguration extra a) = some (headerConfiguration extra b) := by cases a with | mk label state tapes => cases label with | none => simp [TM2.step] at run | some label => have hb : TM2.stepAux (headerProgram B label) state tapes = b := Option.some.inj run rw [← hb] change some (TM2.stepAux (headerStatement max N B label) state (mergeTapes tapes extra)) = _ rw [stepAux_headerStatement] theorem headerTrace (max N B vertices : Nat) (extra : ExtraTape max → List Bool) (state : Master N) : (MachineComposition.advance (TM2.step (program max N B)))^[vertices + 2] (some ⟨some (.inl .initialize), state, mergeTapes (initialTapes vertices []) extra⟩) = some ⟨none, (state.1, none), mergeTapes (finalTapes B vertices []) extra⟩ := by exact MachineComposition.liftSuccessfulTrace (TM2.step (headerProgram B)) (TM2.step (program max N B)) (headerConfiguration extra) (headerStep max N B extra) (vertices + 2) _ _ (PoweringMachineLoop.headerTrace B vertices [] state.1 state.2) def initialGlobalTapes {max : Nat} (extra : ExtraTape max → List Bool) : GlobalTape max → List Bool := mergeTapes (fun _ => []) extra theorem copyFirstTrace (max N B vertices : Nat) (extra : ExtraTape max → List Bool) (suffix : List Bool) (input : extra (.inl (PoweringMachineTapes.table max)) = encodeWord vertices ++ suffix) (scratch : extra (.inl (PoweringMachineTapes.scratch max)) = []) (state : Master N) : (MachineComposition.advance (TM2.step (program max N B)))^[2 * (vertices + 1) + 1] (some ⟨some (.inr .seed), state, initialGlobalTapes extra⟩) = some ⟨some (.inl .initialize), (state.1, none), mergeTapes (initialTapes vertices []) extra⟩ := by have copied := MachineUnaryAffineAt.seededAffineTrace (commonPlacement max (PoweringMachineTapes.table max)) (commonPlacement max (PoweringMachineTapes.scratch max)) (.inl HeaderTape.source) (by intro heq have hroles := commonPlacement_injective max heq simp [PoweringMachineTapes.table, PoweringMachineTapes.scratch] at hroles) (by simp) (by simp) 1 0 (.inr .seed) (.inr .scan) (.inr .restore) (some (.inl .initialize)) (program max N B) rfl rfl rfl (initialGlobalTapes extra) vertices suffix (by simpa [initialGlobalTapes, mergeTapes] using input) (by simpa [initialGlobalTapes, mergeTapes] using scratch) state.1 state.2 have handoff : Function.update (initialGlobalTapes extra) (.inl HeaderTape.source) (encodeWord (1 * vertices + 0) ++ initialGlobalTapes extra (.inl .source)) = mergeTapes (initialTapes vertices []) extra := by funext tape cases tape with | inl field => cases field <;> simp [initialGlobalTapes, mergeTapes, initialTapes] | inr field => simp [initialGlobalTapes, mergeTapes] rw [handoff] at copied exact copied theorem initializeTrace (max N B vertices : Nat) (extra : ExtraTape max → List Bool) (suffix : List Bool) (input : extra (.inl (PoweringMachineTapes.table max)) = encodeWord vertices ++ suffix) (scratch : extra (.inl (PoweringMachineTapes.scratch max)) = []) (state : Master N) : (MachineComposition.advance (TM2.step (program max N B)))^[3 * vertices + 5] (some ⟨some (.inr .seed), state, initialGlobalTapes extra⟩) = some ⟨none, (state.1, none), mergeTapes (finalTapes B vertices []) extra⟩ := by rw [show 3 * vertices + 5 = (vertices + 2) + (2 * (vertices + 1) + 1) by omega, Function.iterate_add_apply, copyFirstTrace max N B vertices extra suffix input scratch state] exact headerTrace max N B vertices extra (state.1, none) def initializeInTime (max N B vertices : Nat) (extra : ExtraTape max → List Bool) (suffix : List Bool) (input : extra (.inl (PoweringMachineTapes.table max)) = encodeWord vertices ++ suffix) (scratch : extra (.inl (PoweringMachineTapes.scratch max)) = []) (state : Master N) : StateTransition.EvalsToInTime (TM2.step (program max N B)) ⟨some (.inr .seed), state, initialGlobalTapes extra⟩ (some ⟨none, (state.1, none), mergeTapes (finalTapes B vertices []) extra⟩) (3 * vertices + 5) where steps := 3 * vertices + 5 evals_in_steps := initializeTrace max N B vertices extra suffix input scratch state steps_le_m := Nat.le_refl _ def instruction {Λ : Type} (max N B : Nat) (labels : Label → Λ) (exit : Option Λ) (label : Label) : TM2.Stmt (fun _ : GlobalTape max => Bool) Λ (Master N) := MachineSubroutine.statement labels exit (program max N B label) def initializeAtInTime {Λ : Type} (max N B vertices : Nat) (labels : Label → Λ) (exit : Option Λ) (caller : Λ → TM2.Stmt (fun _ : GlobalTape max => Bool) Λ (Master N)) (atLabels : ∀ label, caller (labels label) = instruction max N B labels exit label) (extra : ExtraTape max → List Bool) (suffix : List Bool) (input : extra (.inl (PoweringMachineTapes.table max)) = encodeWord vertices ++ suffix) (scratch : extra (.inl (PoweringMachineTapes.scratch max)) = []) (state : Master N) : StateTransition.EvalsToInTime (TM2.step caller) ⟨some (labels (.inr .seed)), state, initialGlobalTapes extra⟩ (some ⟨exit, (state.1, none), mergeTapes (finalTapes B vertices []) extra⟩) (3 * vertices + 5) := MachineSubroutine.execution labels exit (program max N B) caller atLabels (initializeInTime max N B vertices extra suffix input scratch state) @[simp] theorem final_counter (max B vertices : Nat) (extra : ExtraTape max → List Bool) : mergeTapes (finalTapes B vertices []) extra (commonPlacement max (PoweringMachineTapes.start max)) = encodeWord vertices := by simp [mergeTapes, finalTapes] @[simp] theorem final_vertices (max B vertices : Nat) (extra : ExtraTape max → List Bool) : mergeTapes (finalTapes B vertices []) extra (.inl .vertices) = encodeWord vertices := rfl @[simp] theorem final_darts (max B vertices : Nat) (extra : ExtraTape max → List Bool) : mergeTapes (finalTapes B vertices []) extra (.inl .darts) = encodeWord (B * vertices) := rfl @[simp] theorem final_extra (max B vertices : Nat) (extra : ExtraTape max → List Bool) (tape : ExtraTape max) : mergeTapes (finalTapes B vertices []) extra (.inr tape) = extra tape := rfl end BinPackingGames.Foundations.Complexity.PoweringMachineInitialize namespace BinPackingGames.Foundations.Complexity.PoweringMachineRelationField open Turing open MachineComposition open PCP variable {K Λ A : Type} [DecidableEq K] variable {n d max : Nat} abbrev Alphabet (_ : K) := Bool abbrev State (A : Type) := MachineUnaryEqualityBit.State A abbrev Label (path : List (Fin d)) := PoweringMachineWord.Label path.length ⊕ MachineAffineLookup.Label def lookupTapes (placement : PoweringMachineTapes.Tape max → K) (i : Fin 5) : K := placement (PoweringMachineTapes.relationPlacement max i.succ) omit [DecidableEq K] in theorem lookupTapes_injective (placement : PoweringMachineTapes.Tape max → K) (distinct : Function.Injective placement) : Function.Injective (lookupTapes placement) := by intro i j h exact (Fin.succ_injective _) ((PoweringMachineTapes.relationPlacement_injective max) (distinct h)) omit [DecidableEq K] in theorem source_outside_lookup (placement : PoweringMachineTapes.Tape max → K) (distinct : Function.Injective placement) : ∀ i, placement (.inl 6) ≠ lookupTapes placement i := by intro i h have heq : PoweringMachineTapes.relationPlacement max 0 = PoweringMachineTapes.relationPlacement max i.succ := by simpa [PoweringMachineTapes.leftEndpoint] using distinct h have hi := (PoweringMachineTapes.relationPlacement_injective max) heq have hv := congrArg Fin.val hi simp at hv def endpoint (table : PortTables.Table n d) (vertex : Fin n) (path : List (Fin d)) : Fin n := PoweringWalks.walkEnd (PortTables.portGraph table) vertex path theorem endpoint_eq_wordEnd (table : PortTables.Table n d) (vertex : Fin n) (path : List (Fin d)) : endpoint table vertex path = PoweringWalks.wordEnd (PortTables.portGraph table) path.length vertex path.get := by rw [PoweringReach.wordEnd_eq_walkEnd_ofFn, List.ofFn_get] rfl def bit (table : PortTables.Table n d) (vertex : Fin n) (path : List (Fin d)) (port : Fin d) (left right : PortTables.Label) : Nat := GraphTables.bitWord (PortTables.accepts table (endpoint table vertex path, port) left right) def instruction (placement : PoweringMachineTapes.Tape max → K) (path : List (Fin d)) (lengthBound : path.length ≤ max) (port : Fin d) (left right : PortTables.Label) (labels : Label path → Λ) (exit : Option Λ) : Label path → TM2.Stmt (Alphabet (K := K)) Λ (State A) | .inl q => PoweringMachineWord.instruction path.length (placement ∘ PoweringMachineTapes.wordPlacement lengthBound false) path.get (fun z => labels (.inl z)) (some (labels (.inr .seed))) q | .inr q => PoweringMachineRelation.instruction (placement (.inl 6)) (lookupTapes placement) port (GraphTables.relationIndex (left, right)) (fun z => labels (.inr z)) exit q def afterWord (placement : PoweringMachineTapes.Tape max → K) (path : List (Fin d)) (lengthBound : path.length ≤ max) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) : K → List Bool := PoweringMachineWord.finalTapes table path.length (placement ∘ PoweringMachineTapes.wordPlacement lengthBound false) vertex path.get base def finalTapes (placement : PoweringMachineTapes.Tape max → K) (path : List (Fin d)) (lengthBound : path.length ≤ max) (port : Fin d) (left right : PortTables.Label) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) : K → List Bool := MachineAffineLookup.finalTapes (lookupTapes placement) (afterWord placement path lengthBound table vertex base) (PortTables.tableWords table) (PoweringMachineRelation.address (endpoint table vertex path) port (GraphTables.relationIndex (left, right))) (bit table vertex path port left right) def steps (path : List (Fin d)) (port : Fin d) (left right : PortTables.Label) (table : PortTables.Table n d) (vertex : Fin n) : Nat := PoweringMachineWord.steps table path.length vertex path.get + MachineAffineLookup.steps (PortTables.tableWords table) (endpoint table vertex path).val (4098 * d) (4098 * port.val + 4 + (GraphTables.relationIndex (left, right)).val) theorem afterWord_frame (placement : PoweringMachineTapes.Tape max → K) (distinct : Function.Injective placement) (path : List (Fin d)) (lengthBound : path.length ≤ max) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) (role : Fin 11) (h₂ : role ≠ 2) (h₃ : role ≠ 3) (h₄ : role ≠ 4) (h₆ : role ≠ 6) : afterWord placement path lengthBound table vertex base (placement (.inl role)) = base (placement (.inl role)) := by apply PoweringMachineWord.finalTapes_other · intro h; exact h₂ (by simpa [PoweringMachineTapes.query] using distinct h) · intro h; exact h₃ (by simpa [PoweringMachineTapes.scan] using distinct h) · intro h; exact h₄ (by simpa [PoweringMachineTapes.reverse] using distinct h) · intro h; exact h₆ (by simpa [PoweringMachineTapes.leftEndpoint] using distinct h) · intro i h have heq := distinct h simp at heq theorem finalTapes_frame (placement : PoweringMachineTapes.Tape max → K) (distinct : Function.Injective placement) (path : List (Fin d)) (lengthBound : path.length ≤ max) (port : Fin d) (left right : PortTables.Label) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) (role : Fin 11) (h₂ : role ≠ 2) (h₃ : role ≠ 3) (h₄ : role ≠ 4) (h₆ : role ≠ 6) (h₁₀ : role ≠ 10) : finalTapes placement path lengthBound port left right table vertex base (placement (.inl role)) = base (placement (.inl role)) := by calc finalTapes placement path lengthBound port left right table vertex base (placement (.inl role)) = afterWord placement path lengthBound table vertex base (placement (.inl role)) := by apply MachineAffineLookup.finalTapes_other · intro h; exact h₂ (by simpa [lookupTapes, PoweringMachineTapes.query] using distinct h) · intro h; exact h₃ (by simpa [lookupTapes, PoweringMachineTapes.scan] using distinct h) · intro h; exact h₁₀ (by simpa [lookupTapes, PoweringMachineTapes.rowOutput] using distinct h) _ = _ := afterWord_frame placement distinct path lengthBound table vertex base role h₂ h₃ h₄ h₆ theorem finalTapes_other (placement : PoweringMachineTapes.Tape max → K) (path : List (Fin d)) (lengthBound : path.length ≤ max) (port : Fin d) (left right : PortTables.Label) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) (k : K) (outside : ∀ i, k ≠ placement i) : finalTapes placement path lengthBound port left right table vertex base k = base k := by calc finalTapes placement path lengthBound port left right table vertex base k = afterWord placement path lengthBound table vertex base k := MachineAffineLookup.finalTapes_other _ _ _ _ _ _ (outside _) (outside _) (outside _) _ = base k := PoweringMachineWord.finalTapes_other _ _ _ _ _ _ _ (outside _) (outside _) (outside _) (outside _) (fun i => outside _) theorem fieldTrace (placement : PoweringMachineTapes.Tape max → K) (distinct : Function.Injective placement) (path : List (Fin d)) (lengthBound : path.length ≤ max) (port : Fin d) (left right : PortTables.Label) (labels : Label path → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (State A)) (atLabels : ∀ l, program (labels l) = instruction placement path lengthBound port left right labels exit l) (table : PortTables.Table n d) (vertex : Fin n) (base : K → List Bool) (tableWord : base (placement (.inl 0)) = PortTables.tableBits table) (scratchEmpty : base (placement (.inl 5)) = []) (suffix : List Bool) (sourceWord : base (placement (.inl 1)) = encodeWord vertex.val ++ suffix) (ambient : A) : (advance (TM2.step program))^[steps path port left right table vertex] (some ⟨some (labels (.inl (PoweringMachineWord.entry path.length))), MachineUnaryEqualityBit.clean ambient, base⟩) = some ⟨exit, MachineUnaryEqualityBit.clean ambient, finalTapes placement path lengthBound port left right table vertex base⟩ ∧ finalTapes placement path lengthBound port left right table vertex base (placement (.inl 10)) = encodeWord (bit table vertex path port left right) ++ base (placement (.inl 10)) := by have hword := PoweringMachineWord.wordTrace table path.length (placement ∘ PoweringMachineTapes.wordPlacement lengthBound false) (distinct.comp (PoweringMachineTapes.wordPlacement_injective lengthBound false)) vertex path.get (fun q => labels (.inl q)) (some (labels (.inr .seed))) program (fun q => atLabels (.inl q)) base (by simpa [PoweringMachineTapes.table] using tableWord) (by simpa [PoweringMachineTapes.scratch] using scratchEmpty) suffix (by simpa [PoweringMachineTapes.start] using sourceWord) (ambient, false, none) none let mid := afterWord placement path lengthBound table vertex base have hmidTable : mid (placement (.inl 0)) = PortTables.tableBits table := by dsimp only [mid] rw [afterWord_frame placement distinct path lengthBound table vertex base 0 (by decide) (by decide) (by decide) (by decide)] exact tableWord have hmidScratch : mid (placement (.inl 5)) = [] := by dsimp only [mid] rw [afterWord_frame placement distinct path lengthBound table vertex base 5 (by decide) (by decide) (by decide) (by decide)] exact scratchEmpty have hmidOutput : mid (placement (.inl 10)) = base (placement (.inl 10)) := afterWord_frame placement distinct path lengthBound table vertex base 10 (by decide) (by decide) (by decide) (by decide) have hmidEndpoint : mid (placement (.inl 6)) = encodeWord (endpoint table vertex path).val ++ base (placement (.inl 6)) := by dsimp only [mid, afterWord] simpa only [Function.comp_apply, PoweringMachineTapes.wordPlacement_inl_five, PoweringMachineTapes.endpoint_false, PoweringMachineTapes.leftEndpoint, ← endpoint_eq_wordEnd] using hword.2 have hrelation := PoweringMachineRelation.relationTrace (placement (.inl 6)) (lookupTapes placement) (lookupTapes_injective placement distinct) (source_outside_lookup placement distinct) port (GraphTables.relationIndex (left, right)) (fun q => labels (.inr q)) exit program (fun q => atLabels (.inr q)) table (endpoint table vertex path) mid (by simpa [lookupTapes, PoweringMachineTapes.table] using hmidTable) (by simpa [lookupTapes, PoweringMachineTapes.scratch] using hmidScratch) (base (placement (.inl 6))) hmidEndpoint (ambient, false, none) none constructor · simp only [MachineUnaryEqualityBit.clean] rw [steps, Nat.add_comm, Function.iterate_add_apply, hword.1] exact hrelation · change MachineAffineLookup.finalTapes (lookupTapes placement) _ _ _ _ (lookupTapes placement 3) = _ rw [MachineAffineLookup.finalTapes_output] change encodeWord (bit table vertex path port left right) ++ mid (placement (.inl 10)) = _ rw [hmidOutput] theorem steps_le (path : List (Fin d)) (port : Fin d) (left right : PortTables.Label) (table : PortTables.Table n d) (vertex : Fin n) : steps path port left right table vertex ≤ (14 * path.length + 9) * (PortTables.tableBits table).length + 12 * path.length + 9 := by have hw := PoweringMachineWord.steps_le table path.length vertex path.get have hr := PoweringMachineRelation.steps_le table (endpoint table vertex path) port (GraphTables.relationIndex (left, right)) simp only [steps, Nat.add_mul, Nat.mul_assoc] at hw ⊢ omega end BinPackingGames.Foundations.Complexity.PoweringMachineRelationField namespace BinPackingGames.Foundations.Complexity.PoweringGlobalEnumeration open PoweringMachineLoop PoweringMachineInitialize def headerTapeEquiv : HeaderTape ≃ Fin 4 where toFun | .source => 0 | .counter => 1 | .vertices => 2 | .darts => 3 invFun i := if i = 0 then .source else if i = 1 then .counter else if i = 2 then .vertices else .darts left_inv tape := by cases tape <;> rfl right_inv i := by fin_cases i <;> rfl def unitTapeEquiv : Unit ≃ Fin 1 where toFun _ := 0 invFun _ := () left_inv u := by cases u; rfl right_inv i := (Fin.eq_zero i).symm def sharedTapeEquiv (max : Nat) : PoweringMachineTapes.Tape max ≃ Fin (11 + max) := finSumFinEquiv def extraTapeEquiv (max : Nat) : ExtraTape max ≃ Fin (11 + max + 1) := (Equiv.sumCongr (sharedTapeEquiv max) unitTapeEquiv).trans finSumFinEquiv def globalTapeEquiv (max : Nat) : GlobalTape max ≃ Fin (4 + (11 + max + 1)) := (Equiv.sumCongr headerTapeEquiv (extraTapeEquiv max)).trans finSumFinEquiv def enumeration (max : Nat) : Fin (4 + (11 + max + 1)) ≃ GlobalTape max := (globalTapeEquiv max).symm @[simp] theorem globalTapeEquiv_enumeration (max : Nat) (i : Fin (4 + (11 + max + 1))) : globalTapeEquiv max (enumeration max i) = i := (globalTapeEquiv max).apply_symm_apply i @[simp] theorem enumeration_globalTapeEquiv (max : Nat) (tape : GlobalTape max) : enumeration max (globalTapeEquiv max tape) = tape := (globalTapeEquiv max).symm_apply_apply tape @[simp] theorem source_index (max : Nat) : (globalTapeEquiv max (.inl .source)).val = 0 := rfl @[simp] theorem counter_index (max : Nat) : (globalTapeEquiv max (.inl .counter)).val = 1 := rfl @[simp] theorem vertices_index (max : Nat) : (globalTapeEquiv max (.inl .vertices)).val = 2 := rfl @[simp] theorem darts_index (max : Nat) : (globalTapeEquiv max (.inl .darts)).val = 3 := rfl theorem sharedRole_index (max : Nat) (i : Fin 11) : (globalTapeEquiv max (.inr (.inl (.inl i)))).val = 4 + i.val := rfl theorem trajectory_index (max : Nat) (i : Fin max) : (globalTapeEquiv max (.inr (.inl (.inr i)))).val = 4 + (11 + i.val) := rfl @[simp] theorem finalOutput_index (max : Nat) : (globalTapeEquiv max (finalOutput max)).val = 4 + (11 + max) := rfl theorem card_globalTape (max : Nat) : Fintype.card (GlobalTape max) = 4 + (11 + max + 1) := by simpa only [Fintype.card_fin] using Fintype.card_congr (globalTapeEquiv max) theorem natCard_globalTape (max : Nat) : Nat.card (GlobalTape max) = 4 + (11 + max + 1) := by simpa only [Nat.card_fin] using Nat.card_congr (globalTapeEquiv max) def allTapes (max : Nat) : List (GlobalTape max) := List.ofFn (enumeration max) theorem allTapes_length (max : Nat) : (allTapes max).length = 4 + (11 + max + 1) := by simpa only [allTapes] using (List.length_ofFn (f := enumeration max)) theorem mem_allTapes (max : Nat) (tape : GlobalTape max) : tape ∈ allTapes max := by change tape ∈ List.ofFn (enumeration max) apply List.mem_ofFn.mpr exact ⟨globalTapeEquiv max tape, enumeration_globalTapeEquiv max tape⟩ end BinPackingGames.Foundations.Complexity.PoweringGlobalEnumeration end OAI