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Project-declaredLean 4.31.0 · mathlib@fabf563a7c95

Rel Close To Code iff rel Close To Codeword of min Dist

Code.relCloseToCode_iff_relCloseToCodeword_of_minDist

Plain-language statement

Relative distance version of closeToCode_iff_closeToCodeword_of_minDist. If the distance to a code is at most δ, then there exists a codeword within distance δ. NOTE: can we make this shorter using relDistFromCode_eq_distFromCode_div?

Exact Lean statement

lemma relCloseToCode_iff_relCloseToCodeword_of_minDist [Nonempty ι] [DecidableEq F]
    {C : Set (ι → F)} (u : ι → F) (δ : ℝ≥0) :
    δᵣ(u, C) ≤ δ ↔ ∃ v ∈ C, δᵣ(u, v) ≤ δ

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
lemma relCloseToCode_iff_relCloseToCodeword_of_minDist [Nonempty ι] [DecidableEq F]    {C : Set F)} (u : ι  F) (δ : 0) :    δᵣ(u, C)  δ   v  C, δᵣ(u, v)  δ := by  constructor  · -- Direction 1: (→)    -- Assume: δᵣ(u, C) ≤ ↑δ    -- Goal: ∃ v ∈ C, δᵣ(u, v) ≤ δ    intro h_dist_le_e    -- We need to handle two cases: the code C being empty or non-empty.    by_cases hC_empty : C =    · -- Case 1: C is empty      -- The goal is `∃ v ∈ ∅, ...`, which is `False`.      -- We must show the assumption `h_dist_le_e` is also `False`.      rw [hC_empty] at h_dist_le_e      rw [relDistFromCode_of_empty] at h_dist_le_e      -- h_dist_le_e is now `⊤ ≤ ↑e`.      -- Since `e : ℕ`, `↑e` is finite (i.e., `↑e ≠ ⊤`).      have h_e_ne_top : (δ : ENNReal) := ENNReal.coe_ne_top (r := δ)      -- `⊤ ≤ ↑e` is only true if `↑e = ⊤`, so this is a contradiction.      simp only [top_le_iff, ENNReal.coe_ne_top] at h_dist_le_e    · -- Case 2: C is non-empty      have hC_nonempty : Set.Nonempty C := Set.nonempty_iff_ne_empty.mpr hC_empty      have hC_nonempty_instance : Nonempty C := Set.Nonempty.to_subtype hC_nonempty      let v := pickRelClosestCodeword_of_Nonempty_Code C u      use v; constructor      · simp only [Subtype.coe_prop]      · rw [relDistFromPickRelClosestCodeword_of_Nonempty_Code] at h_dist_le_e        rw [ENNReal.coe_le_coe]        exact h_dist_le_e  · -- Direction 2: (←)    -- Assume: `∃ v ∈ C, δᵣ(u, v) ≤ e`    -- Goal: `δᵣ(u, C) ≤ ↑e`    intro h_exists    -- Unpack the assumption    rcases h_exists with v, hv_mem, h_dist_le_e    -- Goal is `sInf {d | ∃ w ∈ C, ↑(δᵣ(u, w)) ≤ d} ≤ ↑e`    -- We can use the lemma `ENat.sInf_le` (or `sInf_le` for complete linear orders)    -- which says `sInf S ≤ x` if `x ∈ S`.    have h_sInf_le: δᵣ(u, C)  δᵣ(u, v) := by      apply sInf_le      simp only [Set.mem_setOf_eq]      use v    calc δᵣ(u, C)  δᵣ(u, v) := h_sInf_le    _  δ := by exact ENNReal.coe_le_coe.mpr h_dist_le_e
Project
ArkLib
License
Apache-2.0
Commit
fad5cbf80877
Source
ArkLib/Data/CodingTheory/Basic/RelativeDistance.lean:263-306

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Affine gaps lifted to interleaved codes

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Project documentation

This lemma proves the final algebraic step in the DG25 Theorem 3.1 proof. It shows that if R > e + 1, then e * (R / (R - 1)) < e + 1. The intuition is that the fraction R / (R - 1) is always greater than 1, but as R gets larger, it gets closer to 1. The hypothesis R > e + 1 provides a strong enough bound to ensure the product e * (fraction) do...

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Project-declaredLean 4.31.0

Gadget Decompose coeff

ArkLib.Lattices.Ajtai.gadgetDecompose_coeff

Plain-language statement

The k-th coefficient (k < deg φ) of a gadget-decomposition block is exactly the corresponding digit of the corresponding input coefficient.

cryptographyproof systemscoding theory

Source project: ArkLib

Person-level attribution pending.

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Project-declaredLean 4.31.0

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ArkLib.Lattices.Ajtai.gadgetDecompose_lawful

Plain-language statement

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cryptographyproof systemscoding theory

Source project: ArkLib

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