Research-Stack/0-Core-Formalism/lean/Semantics/Semantics/CompressionYield.lean
2026-05-25 16:24:21 -05:00

200 lines
No EOL
6.7 KiB
Text

/-
CompressionYield.lean — Holographic compression yield theorem.
Traditional compression minimizes bits per symbol along coordinate axes.
Holographic compression packs N structures per coordinate by separating them
in lambda-space. The total compression multiplier is the product of three
independent factors:
R_total = R_coord * N_lambda * R_shrink
where:
R_coord = coordinate-space compression ratio (existing methods, >= 1)
N_lambda = number of resolvable threshold bands in Q0_16 space (>= 1)
R_shrink = implosion-style dimensional collapse multiplier (>= 1)
At Q0_16 resolution (32767 distinct values), if each structure needs a minimum
lambda-separation of delta_lambda, the holographic multiplier N_lambda is
bounded by max(1, floor(1 / delta_lambda)). This stacks multiplicatively with
coordinate compression and implosion shrink.
-/
import Semantics.FixedPoint
import Semantics.LogogramRotationLoop
set_option linter.dupNamespace false
namespace Semantics.CompressionYield
open Semantics.FixedPoint (Q0_16 Q0_16.ofRawInt)
open Semantics.LogogramRotationLoop (ThresholdBand inBand)
/--
The compression yield: three independent Nat multipliers that compose
multiplicatively. All values are dimensionless integer ratios (>= 1).
-/
structure CompressionYield where
coordinateRatio : Nat -- existing coordinate-compression ratio (>= 1)
lambdaBands : Nat -- number of resolvable threshold bands (>= 1)
shrinkRatio : Nat -- implosion dimensional-collapse ratio (>= 1)
deriving Repr, DecidableEq, BEq, Inhabited
/--
Compute the total compression multiplier as a Nat:
R_total = R_coord * N_lambda * R_shrink
All values are clamped to >= 1 before multiplication.
-/
def totalMultiplier (y : CompressionYield) : Nat :=
(if y.coordinateRatio = 0 then 1 else y.coordinateRatio) *
(if y.lambdaBands = 0 then 1 else y.lambdaBands) *
(if y.shrinkRatio = 0 then 1 else y.shrinkRatio)
/-- The number of distinct values representable in Q0_16 (positive range). -/
def q0_16_valueCount : Nat := 32768
/--
Compute the maximum number of non-overlapping threshold bands given a minimum
required separation delta_lambda in Q0_16.
Two bands [l1, u1] and [l2, u2] are non-overlapping when u1 <= l2.
Given minimum separation delta (band width + gap), the max bands in [0, 1]
is floor(1 / delta), or q0_16_valueCount when delta = 0.
-/
def maxLambdaBands (delta_lambda : Q0_16) : Nat :=
if Q0_16.le delta_lambda Q0_16.zero then
q0_16_valueCount
else
max 1 (Q0_16.one.val.toNat / delta_lambda.val.toNat)
/--
Theorem: For any minimum separation delta, the max number of bands is at most
the Q0_16 value count.
-/
theorem max_bands_bounded_by_value_count (delta : Q0_16) :
maxLambdaBands delta ≤ q0_16_valueCount := by
unfold maxLambdaBands q0_16_valueCount
split
· rfl
· have h_div : Q0_16.one.val.toNat / delta.val.toNat ≤ 32768 := by
have h1 : Q0_16.one.val.toNat = 32767 := rfl
rw [h1]
have h_le : 32767 / delta.val.toNat ≤ 32767 := Nat.div_le_self 32767 _
omega
omega
/-- Canonical yield: DISH holographic scenario (10x coord, 3 bands, 2000x shrink). -/
def dishHolographicYield : CompressionYield :=
{ coordinateRatio := 10
, lambdaBands := 3
, shrinkRatio := 2000 }
/-- Canonical yield: full-resolution bound (10x coord, 3000 bands, 2000x shrink). -/
def fullLambdaYield : CompressionYield :=
{ coordinateRatio := 10
, lambdaBands := 3000
, shrinkRatio := 2000 }
/-- Baseline: coordinate + implosion only, no holographic packing. -/
def baselineYield : CompressionYield :=
{ coordinateRatio := 10
, lambdaBands := 1
, shrinkRatio := 2000 }
/-- Three-structure rotation, no implosion shrink. -/
def threeRotationYield : CompressionYield :=
{ coordinateRatio := 10
, lambdaBands := 3
, shrinkRatio := 1 }
/-- Logogram yield: 1 structure per band baseline. -/
def logogramBaselineYield : CompressionYield :=
{ coordinateRatio := 1
, lambdaBands := 1
, shrinkRatio := 1 }
/-- Logogram yield: 3000 structures via holographic packing. -/
def logogramHolographicYield : CompressionYield :=
{ coordinateRatio := 1
, lambdaBands := 3000
, shrinkRatio := 1 }
/- =======================================================================
Theorems
======================================================================= -/
theorem dish_total_is_60000 :
totalMultiplier dishHolographicYield = 60000 := by
native_decide
theorem baseline_total_is_20000 :
totalMultiplier baselineYield = 20000 := by
native_decide
theorem full_lambda_total_is_60000000 :
totalMultiplier fullLambdaYield = 60000000 := by
native_decide
theorem full_lambda_dominates_baseline :
totalMultiplier fullLambdaYield > totalMultiplier baselineYield := by
native_decide
theorem full_lambda_dominates_dish :
totalMultiplier fullLambdaYield > totalMultiplier dishHolographicYield := by
native_decide
theorem holographic_advantage_over_baseline_dish :
totalMultiplier dishHolographicYield > totalMultiplier baselineYield := by
native_decide
theorem three_rotation_advantage :
totalMultiplier threeRotationYield > totalMultiplier logogramBaselineYield := by
native_decide
theorem logogram_holographic_advantage :
totalMultiplier logogramHolographicYield > totalMultiplier logogramBaselineYield := by
native_decide
theorem logogram_holographic_is_3000x :
totalMultiplier logogramHolographicYield = 3000 * totalMultiplier logogramBaselineYield := by
native_decide
theorem multipliers_are_multiplicative (y : CompressionYield) :
totalMultiplier y = (if y.coordinateRatio = 0 then 1 else y.coordinateRatio) *
(if y.lambdaBands = 0 then 1 else y.lambdaBands) *
(if y.shrinkRatio = 0 then 1 else y.shrinkRatio) :=
rfl
theorem delta_zero_gives_all_bands :
maxLambdaBands Q0_16.zero = 32768 := by
native_decide
theorem delta_one_gives_one_band :
maxLambdaBands Q0_16.one = 1 := by
native_decide
theorem delta_half_gives_two_bands :
maxLambdaBands Q0_16.half = 2 := by
native_decide
theorem delta_small_gives_many_bands :
maxLambdaBands (Q0_16.ofRawInt 0x0010) = 2047 := by
native_decide
/- =======================================================================
#eval witnesses
======================================================================= -/
#eval totalMultiplier baselineYield
#eval totalMultiplier dishHolographicYield
#eval totalMultiplier fullLambdaYield
#eval totalMultiplier threeRotationYield
#eval totalMultiplier logogramBaselineYield
#eval totalMultiplier logogramHolographicYield
#eval maxLambdaBands Q0_16.zero
#eval maxLambdaBands Q0_16.half
#eval maxLambdaBands Q0_16.one
#eval maxLambdaBands (Q0_16.ofRawInt 0x0010)
end Semantics.CompressionYield