Dist From Code' eq dist From Code
Code.distFromCode'_eq_distFromCode
Project documentation
For finite nonempty codes, the computable distance equals the noncomputable distance.
Exact Lean statement
lemma distFromCode'_eq_distFromCode (C : Set (n → R)) [Fintype C] (u : n → R) :
Δ₀'(u, C) = Δ₀(u, C)Formal artifact
Lean source
lemma distFromCode'_eq_distFromCode (C : Set (n → R)) [Fintype C] (u : n → R) : Δ₀'(u, C) = Δ₀(u, C) := by by_cases hC_empty: C = ∅ · subst hC_empty simp only [distFromCode', Finset.univ_eq_empty, Finset.image_empty, Finset.min_empty, distFromCode, Set.mem_empty_iff_false, false_and, exists_false, Set.setOf_false, _root_.sInf_empty] rfl · have hC_nonempty : Nonempty C := Set.nonempty_iff_ne_empty'.mpr hC_empty unfold distFromCode distFromCode' -- The minimum equals the infimum for finite sets have h_nonempty : (@Finset.univ C _).image (fun v => hammingDist u v.1) |>.Nonempty := by apply Finset.Nonempty.image exact Finset.univ_nonempty apply le_antisymm · -- Show min ≤ inf apply le_csInf · -- The inf set is nonempty obtain ⟨c, hc⟩ := (inferInstance : Nonempty C) use (hammingDist u c : ℕ∞) simp only [Set.mem_setOf_eq] exact ⟨c, hc, le_refl _⟩ · -- min is a lower bound intro d hd simp only [Set.mem_setOf_eq] at hd obtain ⟨v, hv, hdist⟩ := hd exact le_trans (Finset.min_le (Finset.mem_image.mpr ⟨⟨v, hv⟩, Finset.mem_univ _, rfl⟩)) hdist · -- Show inf ≤ min apply csInf_le · -- The set is bounded below use 0 intro d _ exact bot_le · -- min is in the set of upper bounds simp only [Set.mem_setOf_eq] obtain ⟨min_val, hmin⟩ := Finset.min_of_nonempty h_nonempty -- 1. The minimum value must belong to the set have h_in_set : min_val ∈ (@Finset.univ C _).image (fun v => hammingDist u v.1) := Finset.mem_of_min hmin -- 2. Unwrap the image definition to find the specific codeword `c` -- "There exists a c in C such that hammingDist(u, c) = min_val" rw [Finset.mem_image] at h_in_set obtain ⟨⟨c, hc_mem⟩, -, h_dist_eq⟩ := h_in_set -- 3. Provide `c` as the witness for the existential goal refine ⟨c, hc_mem, ?_⟩ -- 4. Prove the inequality: we know `dist(u, c) = min_val`, and `result = min_val` rw [h_dist_eq, hmin] exact le_refl _- Project
- ArkLib
- License
- Apache-2.0
- Commit
- fad5cbf80877
- Source
- ArkLib/Data/CodingTheory/Basic/Distance.lean:841-889
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Plain-language statement
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