Johnson worst case bound
JohnsonBound.johnson_worst_case_bound
Plain-language statement
Monotonicity of the worst-case Johnson quotient.
Exact Lean statement
lemma johnson_worst_case_bound {n : ℕ} {F : Type*} [DecidableEq F]
{B : Finset (Fin n → F)} {v : Fin n → F} {d e : ℕ} {frac : ℚ}
(hn_pos : (0 : ℚ) < n) (hd_pos : 0 < d) (d_le_n : d ≤ n)
(h : (e : ℝ) ≤ n - ((n * (n - d)) : ℝ).sqrt)
(h_d_close_n : frac * (d / n : ℚ) ≤ 1)
(hfrac_gt1 : (1 : ℚ) < frac)
(e_ineq : JohnsonBound.e B v ≤ e)
(d_ineq : (d : ℚ) ≤ JohnsonBound.d B)
(quad_nonneg : (0 : ℚ) ≤ (d / n : ℚ) - 2 * (e / n : ℚ) + (e / n : ℚ) ^ 2)
(hden1_pos :
(0 : ℚ) < JohnsonBound.d B / n - 2 * JohnsonBound.e B v / n +
frac * (JohnsonBound.e B v / n) ^ 2) :
(JohnsonBound.d B / n) /
(JohnsonBound.d B / n - 2 * JohnsonBound.e B v / n +
frac * (JohnsonBound.e B v / n) ^ 2) ≤
(d / n) / (d / n - 2 * e / n + frac * (e / n) ^ 2)Formal artifact
Lean source
lemma johnson_worst_case_bound {n : ℕ} {F : Type*} [DecidableEq F] {B : Finset (Fin n → F)} {v : Fin n → F} {d e : ℕ} {frac : ℚ} (hn_pos : (0 : ℚ) < n) (hd_pos : 0 < d) (d_le_n : d ≤ n) (h : (e : ℝ) ≤ n - ((n * (n - d)) : ℝ).sqrt) (h_d_close_n : frac * (d / n : ℚ) ≤ 1) (hfrac_gt1 : (1 : ℚ) < frac) (e_ineq : JohnsonBound.e B v ≤ e) (d_ineq : (d : ℚ) ≤ JohnsonBound.d B) (quad_nonneg : (0 : ℚ) ≤ (d / n : ℚ) - 2 * (e / n : ℚ) + (e / n : ℚ) ^ 2) (hden1_pos : (0 : ℚ) < JohnsonBound.d B / n - 2 * JohnsonBound.e B v / n + frac * (JohnsonBound.e B v / n) ^ 2) : (JohnsonBound.d B / n) / (JohnsonBound.d B / n - 2 * JohnsonBound.e B v / n + frac * (JohnsonBound.e B v / n) ^ 2) ≤ (d / n) / (d / n - 2 * e / n + frac * (e / n) ^ 2) := by have h_frac_ineq : (JohnsonBound.d B / n : ℚ) * (d / n - 2 * (e / n) + frac * (e / n) ^ 2) ≤ (d / n) * (JohnsonBound.d B / n - 2 * (JohnsonBound.e B v / n) + frac * (JohnsonBound.e B v / n) ^ 2) := by have h_frac_ineq : (JohnsonBound.d B / n - d / n) * (2 * (e / n) - frac * (e / n) ^ 2) ≥ 0 ∧ (e / n - JohnsonBound.e B v / n) * (2 - frac * (e / n + JohnsonBound.e B v / n)) ≥ 0 := by refine ⟨mul_nonneg ?_ ?_, mul_nonneg ?_ ?_⟩ · exact sub_nonneg_of_le (by gcongr) · have h_frac_le_one : frac * (e / n : ℚ) ≤ 1 := by have h_e_le_d : (e / n : ℚ) ≤ (d / n : ℚ) := by have h_e_le_d : (e : ℝ) ≤ n - √(n * (n - d)) := by grind have h_e_le_d : (e : ℚ) ≤ d := by exact_mod_cast (by nlinarith [ show (d : ℝ) ≤ n by norm_cast, sqrt_nonneg (n * (n - d)), mul_self_sqrt ( show 0 ≤ (n : ℝ) * (n - d) by nlinarith [show (d : ℝ) ≤ n by norm_cast])] : (e : ℝ) ≤ d) gcongr exact le_trans (mul_le_mul_of_nonneg_left h_e_le_d (by positivity)) h_d_close_n nlinarith [show 0 ≤ (e : ℚ) / n by positivity] · exact sub_nonneg_of_le (by gcongr) · have h_frac_e_n_le_1 : frac * (e / n : ℚ) ≤ 1 := by refine le_trans (mul_le_mul_of_nonneg_left (show (e : ℚ) / n ≤ d / n from ?_) (by positivity)) h_d_close_n have h_e_le_d : (e : ℚ) ≤ d := by exact_mod_cast (by nlinarith [ show (d : ℝ) ≤ n by norm_cast, sqrt_nonneg (n * (n - d)), mul_self_sqrt ( show 0 ≤ (n : ℝ) * (n - d) by nlinarith [show (d : ℝ) ≤ n by norm_cast])] : (e : ℝ) ≤ d) gcongr have h_frac_e_B_v_n_le_1 : frac * (JohnsonBound.e B v / n : ℚ) ≤ 1 := le_trans (mul_le_mul_of_nonneg_left (div_le_div_of_nonneg_right (show (JohnsonBound.e B v : ℚ) ≤ e by exact_mod_cast e_ineq) (Nat.cast_nonneg _)) (by positivity)) h_frac_e_n_le_1 linarith nlinarith [show (0 : ℚ) < n from hn_pos, mul_div_cancel₀ (e : ℚ) (by positivity : (n : ℚ) ≠ 0), mul_div_cancel₀ (JohnsonBound.e B v : ℚ) (by positivity : (n : ℚ) ≠ 0), mul_div_cancel₀ (d : ℚ) (by positivity : (n : ℚ) ≠ 0)] rw [div_le_div_iff₀] <;> ring_nf at * <;> try linarith by_cases h_e_zero : e = 0 · aesop · have h_frac_pos : (n : ℚ)⁻¹ ^ 2 * e ^ 2 * frac > (n : ℚ)⁻¹ ^ 2 * e ^ 2 := lt_mul_of_one_lt_right (by positivity) hfrac_gt1 nlinarith [show (e : ℚ) ≥ 1 from by exact_mod_cast Nat.one_le_iff_ne_zero.mpr h_e_zero]- Project
- ArkLib
- License
- Apache-2.0
- Commit
- fad5cbf80877
- Source
- ArkLib/Data/CodingTheory/JohnsonBound/Lemmas.lean:498-558
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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...
Source project: ArkLib
Person-level attribution pending.
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Source project: ArkLib
Person-level attribution pending.
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Source project: ArkLib
Person-level attribution pending.