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The bounded pure remainder of an actual scalar recipe

Lax342547.ResidualRealization · concepts/Lax342547/ResidualRealization.lean · lax-342547

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    Natural Language Statement

    Lemma

    Projected target forms and the bounded derivative product are removed from the actual recipe solution on the entire cut-profile pair space. The remaining pure response has per-individual matrix rank at most 14K+140. Compression and final channel factorization are separate obligations.

    Concept map
    78 concepts
    100%
    Exact-image bounds for independent affinecolumnsOrdered atom products in the actualgradient formPoint atoms and finite flavor distributionsSparse unselected primal vectors in barredspaces lie in the pinsBarred response spaces and the actualobstruction rank budgetThe exact space of binary base momentsRank control for the frozen baseline onprimal inputsFormal ordered product bits realizesymmetric correctionsBounded allowed derivatives preserving theactual linearized responseAllowed channel changes and the actual tableinjection testsConcrete cut-space testers and the orderedmixer formConcrete coordinates, quadratic testers, andthe self-Gram formNumerical recipes prescribe the concretegradients on witness atomsThe affine minus-column law at a fixed plusframeCut profiles and the constant kernelThe full linearized response on pairs ofactual cut profilesFull response obstructions are effectiveprofiles plus selected atomsExact image pins in nominal coefficientspacesFinite linear images and their uniform-lawdensity boundsAmbient symmetries and frame marginalsFresh key directions are independent modulotable spacesBaseline bilinear extensions retaining allfrozen rows and columnsBaseline contractions on the selected atomsThe symmetric binary gradient formGram-conditioned columns and theirrank-failure probabilityTwo-sided Gram normalization forindividually injective framesThe binary hole relationPaying the reference-image conditioning anddimension costsUniform injective frames and channeltranspose failureFresh point-ray spans are disjoint from thenominal table spacesLow-rank Boolean moments have boundedlabel supportTriangle relations separate into individuallabel blocksBoolean point moments with restricted basecoordinatesThe 3K+28 baseline bound in the actualnominal coordinatesPrimal blocks of the nominal spaces andtheir bounded table partEndpoint projections of paired pure-responseannihilatorsActual paired-witness key spaces satisfy thebaseline hypothesesBinary prescriptions at all endpoints of apaired scalar recipeFull paired witness lists and scalar recipeequationsSparse pin exclusions with arbitrary basecoefficientsSparse residual contractions belong to theactual primal pinsRetractions with bounded rank on theprimal inputsExact images mixing independent injectiveframesJoint minus images after exposing severalplus framesPrimal projections and preservation ofeffective spacesPure obstructions on the actual pair of cutprofilesExtracting fresh label coefficients throughpin quotientsRank of a tensor killed in two quotientspacesRank-controlled pure forms on the actualbarred quotientsBounded baselines for both actual crossorientationsActual frame observations realize thenominal channel contractionsRaw matrix frames and their tensorrealizationThe finite uniform raw-vertex lawGradient residuals vanish on effective profilesand selected atomsCoupled scalar recipes give consistent atomgradientsJoint reference image caps across both signsand all drawsThe full reference cap for exact pin eventsRemoving selected atoms leaves onlyunselected component labelsThe bounded pure remainder of an actualscalar recipeMatrix representations and the boundedresidual rank ingredientsUnrestricted linearized solutions for actualscalar recipesRank loss under restriction of a bilinear formSelected tensor blocks of actual pureobstructionsA selected affine ray determines its momentblockSubtracting selected atoms preserves pureannihilationSelected label coefficients agree across thecut profileInterpolation of finitely many binary selectorlabelsNumerical cross tables, injection flags, andunary admissibilityUnselected sparse vectors cannot concealfresh key coefficientsA uniform label budget for all sparse pinvectorsConsistent symmetric binary prescriptions ontwo witness listsTable contractions on effective profiles andtheir full extensionsTable coordinates and private channelcomplementsMajority intersections in the cyclic taggeometryPure bilinear responses detect quotienttensorsQuotient extractors isolate individual tensorlabel blocksWell-defined channel contractions onprojected tensor spacesWitness atoms and their numerical testerrecords
    Proven claimDefinitionThis conceptRelated conceptA → B: B builds on ADescendants are omitted for concepts with more than 10 descendants.
    Evidence

    This concept declares 10 statements. Each proof establishes one of them relative to its assumptions.

    Lean source view on GitHub

    1import Lax342547.RankedProjection
    2
    3/-!
    4---
    5title: The bounded pure remainder of an actual scalar recipe
    6type: lemma
    7---
    8Projected target forms and the bounded derivative product are removed from
    9the actual recipe solution on the entire cut-profile pair space. The
    10remaining pure response has per-individual matrix rank at most 14K+140.
    11Compression and final channel factorization are separate obligations.
    12-/
    13
    14namespace Lax342547.ResidualRealization
    15
    16open Lax342547.MomentSpace Lax342547.TagGeometry Lax342547.ConcreteGeometry
    17open Lax342547.ConcreteCut Lax342547.CutProfiles Lax342547.PairedWitnesses
    18open Lax342547.ExactPins Lax342547.ProjectedPins Lax342547.PairedAnnihilators
    19open Lax342547.BarredSpaces Lax342547.ChannelChanges Lax342547.TableContractions
    20open Lax342547.DerivativeResponses Lax342547.ResponseMatrices Lax342547.RawBaselines
    21open Lax342547.TableSpaces
    22
    23variable {k n b degree r : ℕ} {hr : 2 * r ≤ n} {H N : Type} [Fintype H]
    24
    25noncomputable def matrixResponse {Comp B : Type} [Fintype Comp] [Fintype B]
    26 (X : Submodule Binary (Comp → Matrix B B Binary)) (M : Fin 2 → Comp → Matrix B B Binary) :
    27 Module.Dual Binary (Fin 2 → X) :=
    28 ∑ i, (∑ e, (matrixPair (M i e)).comp ((LinearMap.proj e).comp X.subtype)).comp (LinearMap.proj i)
    29
    30axiom matrixPair_sub {B : Type} [Fintype B] (M Q : Matrix B B Binary) :
    31 matrixPair (M - Q) = matrixPair M - matrixPair Q
    32
    33axiom matrix_response_sub {Comp B : Type} [Fintype Comp] [Fintype B]
    34 (X : Submodule Binary (Comp → Matrix B B Binary)) (M Q : Fin 2 → Comp → Matrix B B Binary) :
    35 matrixResponse X (M - Q) = matrixResponse X M - matrixResponse X Q
    36
    37axiom projected_target [Fintype H] (W : Lists k n b degree r hr)
    38 (P : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    39 {K : ℕ} (hK : P.rank ≤ K)
    40 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary))
    41 (M : Fin 2 → Component (Tag k) → Moment k n b degree) :
    42 ∃ (Q : Fin 2 → Component (Tag k) → Moment k n b degree)
    43 (β : Lax342547.PureObstructions.Parameters W P U V),
    44 Lax342547.PureObstructions.response W P U V β = matrixResponse (Profile k n b degree) Q ∧
    45 (∀ e, Module.finrank Binary (LinearMap.range (β e)) ≤ ∑ i, (M i e).rank) ∧
    46 ∀ i e, (M i e - Q i e).rank ≤ 2 * K + 28 ∧ (Q i e).rank ≤ (M i e).rank
    47
    48noncomputable def baselineMatrices
    49 (F : CrossForms (Component (Tag k)) (Coordinate k n b degree) H) (z : Fin 2) :
    50 Fin 2 → Component (Tag k) → Moment k n b degree :=
    51 fun i e => coefficients (fullPlus F e i z) (fullMinus F e i z)
    52
    53axiom baseline_response
    54 (F : CrossForms (Component (Tag k)) (Coordinate k n b degree) H) (z : Fin 2) :
    55 matrixResponse (Profile k n b degree) (baselineMatrices F z) =
    56 ∑ i, (fullContraction F (Profile k n b degree) i z).comp (LinearMap.proj i)
    57
    58noncomputable def derivativeMatrices (W : Lists k n b degree r hr)
    59 (P Q : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    60 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary))
    61 (F : CrossForms (Component (Tag k)) (Coordinate k n b degree) H) (z : Fin 2)
    62 (δ : PlusParameters W P Q U z) (ε : MinusParameters W P Q V z) :
    63 Fin 2 → Component (Tag k) → Moment k n b degree :=
    64 fun i e => coefficients
    65 (restriction (barred W P (U e) (e, true)) (protectedChannel Q z (e, false)) (δ e) i)
    66 (fullMinus F e i z) + coefficients (fullPlus F e i z)
    67 (restriction (barred W P (V e) (e, false)) (protectedChannel Q z (e, true)) (ε e) i)
    68
    69axiom derivative_response (W : Lists k n b degree r hr)
    70 (P Q : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    71 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary))
    72 (F : CrossForms (Component (Tag k)) (Coordinate k n b degree) H) (z : Fin 2)
    73 (δ : PlusParameters W P Q U z) (ε : MinusParameters W P Q V z) :
    74 matrixResponse (Profile k n b degree) (derivativeMatrices W P Q U V F z δ ε) =
    75 response W P Q U V F z δ ε
    76
    77noncomputable def extraFamily (W : Lists k n b degree r hr)
    78 (P Q : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    79 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary)) (z : Fin 2)
    80 (δ : PlusParameters W P Q U z) (ε : MinusParameters W P Q V z) :
    81 Lax342547.PureObstructions.Parameters W P U V :=
    82 fun e => extraProduct (barred W P (U e) (e, true)) (barred W P (V e) (e, false))
    83 (protectedChannel Q z (e, false)) (protectedChannel Q z (e, true)) (δ e) (ε e)
    84
    85noncomputable def productMatrices (W : Lists k n b degree r hr)
    86 (P Q : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    87 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary)) (z : Fin 2)
    88 (δ : PlusParameters W P Q U z) (ε : MinusParameters W P Q V z) :
    89 Fin 2 → Component (Tag k) → Moment k n b degree :=
    90 fun i e => coefficients
    91 (restriction (barred W P (U e) (e, true)) (protectedChannel Q z (e, false)) (δ e) i)
    92 (restriction (barred W P (V e) (e, false)) (protectedChannel Q z (e, true)) (ε e) i)
    93
    94axiom product_response (W : Lists k n b degree r hr)
    95 (P Q : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    96 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary)) (z : Fin 2)
    97 (δ : PlusParameters W P Q U z) (ε : MinusParameters W P Q V z) :
    98 Lax342547.PureObstructions.response W P U V (extraFamily W P Q U V z δ ε) =
    99 matrixResponse (Profile k n b degree) (productMatrices W P Q U V z δ ε)
    100
    101axiom pure_response_sub (W : Lists k n b degree r hr)
    102 (P : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    103 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary))
    104 (β γ : Lax342547.PureObstructions.Parameters W P U V) :
    105 Lax342547.PureObstructions.response W P U V (β - γ) =
    106 Lax342547.PureObstructions.response W P U V β - Lax342547.PureObstructions.response W P U V γ
    107
    108axiom bounded_remainder {K : ℕ} (W : Lists k n b degree r hr)
    109 (P Q : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    110 (hK : P.rank ≤ K) (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary))
    111 (F : CrossForms (Component (Tag k)) (Coordinate k n b degree) H) (hF : Bounded F K) (z : Fin 2)
    112 (M : Fin 2 → Component (Tag k) → Moment k n b degree)
    113 (β : Lax342547.PureObstructions.Parameters W P U V)
    114 (δ : PlusParameters W P Q U z) (ε : MinusParameters W P Q V z)
    115 (hδ : ∀ e, Module.finrank Binary (LinearMap.range (δ e)) ≤ 3 * K + 28)
    116 (hsol : fullResponse W P Q U V F z β δ ε = matrixResponse (Profile k n b degree) M -
    117 ∑ i, (fullContraction F (Profile k n b degree) i z).comp (LinearMap.proj i)) :
    118 ∃ (M0 R0 : Fin 2 → Component (Tag k) → Moment k n b degree)
    119 (β0 β1 : Lax342547.PureObstructions.Parameters W P U V),
    120 Lax342547.PureObstructions.response W P U V β0 = matrixResponse (Profile k n b degree) M0 ∧
    121 (∀ e, Module.finrank Binary (LinearMap.range (β0 e)) ≤ ∑ i, (M i e).rank) ∧
    122 (∀ i e, (M0 i e).rank ≤ (M i e).rank) ∧
    123 Lax342547.PureObstructions.response W P U V β1 = matrixResponse (Profile k n b degree) R0 ∧
    124 (∀ i e, (R0 i e).rank ≤ 14 * K + 140) ∧
    125 β0 + β1 + extraFamily W P Q U V z δ ε = β
    126
    127axiom paired_matrix_representation {Comp B : Type} [Fintype Comp] [Fintype B]
    128 (X : Submodule Binary (Comp → Matrix B B Binary)) (t : Fin 2 → Module.Dual Binary X) :
    129 ∃ M : Fin 2 → Comp → Matrix B B Binary,
    130 matrixResponse X M = ∑ i, (t i).comp (LinearMap.proj i)
    131
    132axiom recipe_remainder [Fintype N] {K : ℕ} {E : Moment k n b degree}
    133 (hk : 0 < k) (W : Lists k n b degree r hr)
    134 (D : Testers (k := k) (b := b) (degree := degree) hr) {copies : ℕ}
    135 (L R : Fin copies → Component (Tag k) → Component (Tag k) → Moment k n b degree)
    136 (oA oB : Unit (H := H) (N := N) (E := E))
    137 (P Q : Pin (Component (Tag k) × Bool) (Fin 2 × (Coordinate k n b degree ⊕ H)) N)
    138 (hK : P.rank ≤ K) (A B : Fin 2 → Finset (Fin b → Binary))
    139 (hA : Lax342547.PinLabelExclusions.Covers P A (2 * K + 28))
    140 (hfresh : ∀ i z t, (W.left i z t).label ∉ A i)
    141 (U V : Component (Tag k) → Fin 2 → Submodule Binary (H → Binary))
    142 (hU : ∀ e j, IsCompl (protectedChannel P j (e, true)) (U e j))
    143 (hV : ∀ e j, IsCompl (protectedChannel P j (e, false)) (V e j))
    144 (T : Lax342547.SmallTables.Table P Q) (hT : Lax342547.SmallTables.Injecting T)
    145 (F : CrossForms (Component (Tag k)) (Coordinate k n b degree) H)
    146 (hF : Extends F T) (hbounded : Bounded F K)
    147 (hrecipe : ScalarRecipe W D L R oA oB T A B)
    148 (hfrozen : Frozen F W P Q oA oB) (hkeys : MatchedKeys W oA oB)
    149 (hgradients : ∀ i, Lax342547.ConcreteRecipes.RecipeGradients D L R
    150 (Lax342547.PairedRecipes.endpointAtoms W i) (Lax342547.PairedRecipes.oppositeP W oB i))
    151 (hdegree : 6 * (2 * K + 28) + 4 ≤ degree) (z : Fin 2)
    152 (M : Fin 2 → Component (Tag k) → Moment k n b degree)
    153 (hM : matrixResponse (Profile k n b degree) M =
    154 ∑ i, (D.role + gradient D L R (leftWitness W i z)).comp (LinearMap.proj i)) :
    155 ∃ (M0 R0 : Fin 2 → Component (Tag k) → Moment k n b degree)
    156 (β0 β1 : Lax342547.PureObstructions.Parameters W P U V)
    157 (δ : PlusParameters W P Q U z) (ε : MinusParameters W P Q V z),
    158 Lax342547.PureObstructions.response W P U V β0 = matrixResponse (Profile k n b degree) M0 ∧
    159 (∀ e, Module.finrank Binary (LinearMap.range (β0 e)) ≤ ∑ i, (M i e).rank) ∧
    160 (∀ i e, (M0 i e).rank ≤ (M i e).rank) ∧
    161 Lax342547.PureObstructions.response W P U V β1 = matrixResponse (Profile k n b degree) R0 ∧
    162 (∀ i e, (R0 i e).rank ≤ 14 * K + 140) ∧
    163 (∀ e, Module.finrank Binary (LinearMap.range (δ e)) ≤ 3 * K + 28 ∧
    164 Module.finrank Binary (LinearMap.range (ε e)) ≤ 3 * K + 28) ∧
    165 fullResponse W P Q U V F z (β0 + β1 + extraFamily W P Q U V z δ ε) δ ε =
    166 ∑ i, (Lax342547.RecipeResiduals.residual W D L R F i z).comp (LinearMap.proj i)
    167
    168end Lax342547.ResidualRealization
    169
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