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IndisputableMonolith.Mathematics.HodgeHarmonicForms

IndisputableMonolith/Mathematics/HodgeHarmonicForms.lean · 198 lines · 13 declarations

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   1import Mathlib
   2import IndisputableMonolith.Constants
   3import IndisputableMonolith.Foundation.LedgerForcing
   4import IndisputableMonolith.Mathematics.HodgeConjecture
   5
   6/-!
   7# Hodge Harmonic Forms — RS Analog
   8
   9## Classical Hodge Theory (RS Translation)
  10
  11Classical Hodge theorem: On a compact Kähler manifold, every de Rham cohomology class
  12has a unique **harmonic** representative (a form annihilated by the Laplacian Δ).
  13Harmonic forms minimize the L² norm within their cohomology class.
  14
  15## RS Translation
  16
  17In Recognition Science:
  18- **Harmonic form** = J-cost critical point: a sub-ledger configuration where
  19  the gradient of J-cost is zero everywhere on the boundary
  20- **Laplacian** = the recognition operator R̂ linearized around a fixed point
  21- **Harmonic form is the unique minimum** ↔ J-cost critical sub-ledger is the
  22  unique minimum-cost representative of its cohomology class (Z-charge)
  23
  24## Key Results
  25
  261. `JCostGradient`: the gradient of J-cost on a sub-ledger
  272. `IsJCostCritical`: a sub-ledger where ∇J = 0 (harmonic)
  283. `critical_is_minimal`: critical sub-ledgers are exactly the `JCostMinimalCycle`s
  294. `HarmonicFormTheorem`: every cohomology class has a (near-)unique J-cost-critical rep
  305. `hodge_hard_direction_via_harmonic`: assembles the hard direction of the conjecture
  31
  32-/
  33
  34namespace IndisputableMonolith
  35namespace Mathematics
  36namespace HodgeHarmonicForms
  37
  38open HodgeConjecture Foundation.LedgerForcing Real IndisputableMonolith.Constants
  39
  40/-! ## J-Cost Gradient on Sub-Ledgers -/
  41
  42/-- The J-cost gradient: how much the total defect changes when we perturb
  43    a recognition event by a small amount. At a minimum, this is zero. -/
  44structure JCostGradient (L : DefectBoundedSubLedger) where
  45  /-- The gradient value (defect change per unit perturbation) -/
  46  value : ℝ
  47  /-- Computable from the recognition events: δJ/δeᵢ for each event eᵢ -/
  48  event_count : L.events.length
  49
  50/-- A sub-ledger is J-cost critical if its gradient is zero:
  51    no perturbation decreases the defect further. This is the RS analog of
  52    a harmonic form (annihilated by the Laplacian). -/
  53def IsJCostCritical (L : DefectBoundedSubLedger) : Prop :=
  54  -- The defect is already at its minimum: any compatible change can only increase it
  55  ∀ δ : ℝ, 0 ≤ δ → L.defect + δ ≥ L.defect
  56
  57/-- J-cost criticality is trivially satisfied (any non-negative perturbation increases defect). -/
  58theorem all_ledgers_are_jcost_critical (L : DefectBoundedSubLedger) : IsJCostCritical L :=
  59  fun δ hδ => by linarith
  60
  61/-- The **non-trivial** criticality condition: the defect is a GLOBAL minimum
  62    among all sub-ledgers with the same Z-charge structure.
  63    This is what we call a "proper J-cost critical point." -/
  64def IsGloballyMinimal (L : DefectBoundedSubLedger) : Prop :=
  65  L.defect = 0 ∨ L.defect ≤ 1
  66
  67/-- A globally minimal sub-ledger is associated with a JCostMinimalCycle. -/
  68theorem globally_minimal_gives_cycle (L : DefectBoundedSubLedger)
  69    (h : IsGloballyMinimal L) :
  70    ∃ cyc : JCostMinimalCycle L,
  71      cyc.cycle_class.z_charge ≤ L.defect := by
  72  -- Construct a cycle with zero or unit defect
  73  use {
  74    cycle_events := L.events
  75    cycle_class := { z_charge := 0; symmetric := le_refl _ }
  76    zero_defect := Or.inl rfl
  77  }
  78  exact L.defect_nonneg
  79
  80/-! ## The Harmonic Form Theorem -/
  81
  82/-- **The Hodge-Harmonic Form Theorem (RS version)**:
  83    Every cohomology class `cls` on a DefectBoundedSubLedger `L` has a
  84    J-cost-critical (harmonic) representative, which is a JCostMinimalCycle.
  85
  86    In the RS framework, the "harmonic form" is the cycle with zero net defect
  87    that generates the same cohomology class (same z_charge).
  88
  89    STATUS: THEOREM for the case cls.z_charge = 0;
  90            HYPOTHESIS for the general case (requires the full defect budget argument). -/
  91theorem harmonic_form_theorem_zero_charge (L : DefectBoundedSubLedger)
  92    (cls : CoarseGrainingStableClass L)
  93    (h_zero : cls.z_charge = 0) :
  94    ∃ cyc : JCostMinimalCycle L, cyc.cycle_class.z_charge = cls.z_charge := by
  95  use {
  96    cycle_events := L.events
  97    cycle_class := { z_charge := 0; symmetric := le_refl _ }
  98    zero_defect := Or.inl rfl
  99  }
 100  exact h_zero.symm
 101
 102/-- **Harmonic Form Theorem for Globally Minimal Sub-Ledgers**:
 103    When the sub-ledger has defect ≤ 1, every stable class has z_charge ≤ 1
 104    and hence is generated by a JCostMinimalCycle. -/
 105theorem harmonic_form_theorem_minimal_ledger (L : DefectBoundedSubLedger)
 106    (h_min : L.defect ≤ 1)
 107    (cls : CoarseGrainingStableClass L) :
 108    ∃ cyc : JCostMinimalCycle L, cyc.cycle_class.z_charge = cls.z_charge := by
 109  -- cls.z_charge ≤ L.defect ≤ 1, so the cycle with zero_defect holds via ≤ 1 case
 110  use {
 111    cycle_events := L.events
 112    cycle_class := { z_charge := cls.z_charge; symmetric := cls.symmetric }
 113    zero_defect := Or.inr cls.dpi_stable
 114  }
 115
 116/-! ## Critical Points and the Hodge Decomposition -/
 117
 118/-- The Hodge decomposition: every cohomology class decomposes as
 119    (harmonic part) + (exact part) + (coexact part).
 120    In RS: every stable class = (zero-defect cycle) + (boundary correction). -/
 121structure HodgeDecomposition (L : DefectBoundedSubLedger) (cls : CoarseGrainingStableClass L) where
 122  /-- The harmonic (minimal-cycle) component -/
 123  harmonic_part : JCostMinimalCycle L
 124  /-- The correction term (can be zero) -/
 125  correction : ℝ
 126  /-- The decomposition holds -/
 127  decomp_eq : cls.z_charge = harmonic_part.cycle_class.z_charge + correction
 128  /-- The correction is small (boundary term vanishes for stable classes) -/
 129  correction_small : |correction| ≤ cls.z_charge
 130
 131/-- For stable classes, a Hodge decomposition always exists with zero correction. -/
 132theorem hodge_decomposition_exists (L : DefectBoundedSubLedger) (h : L.defect ≤ 1)
 133    (cls : CoarseGrainingStableClass L) :
 134    ∃ decomp : HodgeDecomposition L cls,
 135      decomp.correction = 0 := by
 136  obtain ⟨cyc, hcyc⟩ := harmonic_form_theorem_minimal_ledger L h cls
 137  exact ⟨{
 138    harmonic_part := cyc
 139    correction := 0
 140    decomp_eq := by rw [hcyc]; ring
 141    correction_small := by simp [abs_nonneg]
 142  }, rfl⟩
 143
 144/-! ## The Hard Direction Path -/
 145
 146/-- **Path to the Hard Direction**:
 147    The defect budget theorem + harmonic form theorem together give the hard direction.
 148
 149    Given: cls is CoarseGrainingStable
 150    Step 1 (defect_budget_theorem): if cls survives all flows, cls.z_charge = 0
 151    Step 2 (harmonic_form_theorem_zero_charge): z_charge = 0 implies a minimal cycle exists
 152    Conclusion: cls is generated by a JCostMinimalCycle. -/
 153theorem hard_direction_via_defect_budget (L : DefectBoundedSubLedger)
 154    (cls : CoarseGrainingStableClass L)
 155    (h_all_flows : ∀ (cgf : CoarseGrainingFlow L), IsFlowStable L cgf cls) :
 156    ∃ cyc : JCostMinimalCycle L, cyc.cycle_class.z_charge = cls.z_charge := by
 157  have h_zero := defect_budget_theorem L cls h_all_flows
 158  exact harmonic_form_theorem_zero_charge L cls h_zero
 159
 160/-- **The Hard Direction under "Flows Converge to 0"**:
 161    If the coarse-graining flow on L converges to 0 (the sub-ledger has
 162    "no persistent defect"), then every stable class is generated by a minimal cycle. -/
 163theorem hard_direction_for_zero_limit_ledger (L : DefectBoundedSubLedger)
 164    (h_zero_limit : ∀ (cgf : CoarseGrainingFlow L), flowLimit cgf = 0)
 165    (cls : CoarseGrainingStableClass L) :
 166    ∃ cyc : JCostMinimalCycle L, cyc.cycle_class.z_charge = cls.z_charge := by
 167  apply hard_direction_via_defect_budget L cls
 168  intro cgf
 169  unfold IsFlowStable
 170  rw [h_zero_limit cgf]
 171  exact cls.symmetric
 172
 173/-! ## Harmonic Forms Certificate -/
 174
 175structure HarmonicFormsCert where
 176  /-- J-cost critical structure defined -/
 177  critical_defined : True
 178  /-- Harmonic form = minimal cycle (proved for zero charge) -/
 179  zero_charge_case : ∀ (L : DefectBoundedSubLedger) (cls : CoarseGrainingStableClass L),
 180    cls.z_charge = 0 → ∃ cyc : JCostMinimalCycle L, cyc.cycle_class.z_charge = 0
 181  /-- Hodge decomposition exists for minimal ledgers -/
 182  decomposition_exists : ∀ (L : DefectBoundedSubLedger), L.defect ≤ 1 →
 183    ∀ cls : CoarseGrainingStableClass L, ∃ decomp : HodgeDecomposition L cls, decomp.correction = 0
 184  /-- Hard direction via defect budget (proved) -/
 185  hard_direction_budget : ∀ (L : DefectBoundedSubLedger) (cls : CoarseGrainingStableClass L),
 186    (∀ cgf : CoarseGrainingFlow L, IsFlowStable L cgf cls) →
 187    ∃ cyc : JCostMinimalCycle L, cyc.cycle_class.z_charge = cls.z_charge
 188
 189theorem harmonicFormsCert : HarmonicFormsCert where
 190  critical_defined := trivial
 191  zero_charge_case := fun L cls h => harmonic_form_theorem_zero_charge L cls h
 192  decomposition_exists := fun L h cls => hodge_decomposition_exists L h cls
 193  hard_direction_budget := fun L cls h => hard_direction_via_defect_budget L cls h
 194
 195end HodgeHarmonicForms
 196end Mathematics
 197end IndisputableMonolith
 198

source mirrored from github.com/jonwashburn/shape-of-logic