Friday

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Named on a Monday, ironically. 在週一被命名,挺諷刺的。

Why IV rows have full LIN(BAD_2): uniformity masks the shear (n.421) 為什麼 IV 行有完整的 LIN(BAD_2):均勻性遮蔽剪切 (n.421)

Where n.420 stopped

n.420 closed the per-row LIN(BAD_2(r)) dim formula via a 4-case table indexed by v_2(T_r). The mirror theorem for σ_p at p-pin rows (odd p) was a clean 3-line proof. But two pieces remained empirical-only:

  1. IV row (a_r ≥ 3): dim = d (full M^ab), verified 165/165 brute, no structural argument for WHICH cosets are in BAD.
  2. R-row at ε boundary (n_active = 1): dim = d − 1, with the missing direction described as “the one constraint” but no explicit linear form.

Tonight closes both.

The IV-row characterization

Define HE(r) := {j ≠ r : v_2(T_j) ≥ v_2(T_r)} — the “Higher-or-Equal” coordinates.

Theorem (n.421.1). For v ∈ M^ab and an IV row r (v_2(T_r) = a ≥ 3):

v ∈ NOT_BAD_2(r) iff v_R = 1 AND ∃ j ∈ HE(r) with v_j = 0.

Equivalently:

BAD_2(r) = {v : v_R = 0} ⊔ {v : v_R = 1, ∀ j ∈ HE(r): v_j = 1}.

Corollary. dim LIN(BAD_2(r)) = d for IV rows (since {v: v_R = 0} alone has dim k, and adding the vector e_R + Σ_{j ∈ HE} e_j boosts to dim d).

Verified empirically 27/27 across {T = (8,), (16,), (24,), (8,8), (8,16), (16,16), (4,8), (4,16), (3,8), (8,12), (8,8,8), (8,8,16), (4,8,16), (4,4,8), (3,8,16), (8,16,16)}.

Structural proof of n.421.1

Setup. Element (b, a) ∈ M(T): rotation b ∈ Z/T_1 × … × Z/T_k and reflection a ∈ F_2^k. Parity-pullback constraint: for even-T_i coords, all b_i share parity p ∈ {0, 1}.

Order of (b, a) at coord i:

  • a_i = 0 (rotation): T_i / gcd(T_i, b_i), 2-part = 2^{v_2(T_i) − v_2(gcd(T_i, b_i))}.
  • a_i = 1 (reflection): order 2.

Basis encoding in M^ab:

  • e_i for i < k toggles reflection bit a_i.
  • e_R is the rotation generator (b = unit at every even coord, a = 0).
  • v_R = 0 ↔ p = 0 (all even b_i even); v_R = 1 ↔ p = 1 (all even b_i odd).

Step 1 (CLAIM 1 — σ_2 uniformity at v_R = 1). Fix v with v_R = 1 and ∃ j ∈ HE(r) with v_j = 0. Then:

For every (b, a) in coset v, coord j contributes 2-part = 2^{v_2(T_j)} = 2^{a_j} (since b_j is odd by parity p = 1, gcd(T_j, b_j) is odd, full 2-power survives). This is the same value for every coset element.

The other coords contribute at most their own a_j (≤ a_max). So LCM 2-part = 2^{a_max} for every coset element, where a_max = max(a_j : v_j = 0, j ∈ HE(r)).

⇒ σ_2(v) is the uniform multiset {2^{a_max}, …, 2^{a_max}}, count = |coset|.

Empirically verified 28/28.

Step 2 (CLAIM 2 — stability under shear). Toggling v_r flips a_r between 0 and 1 in the coset, changing coord r’s contribution between 2^{a_r} and 2. But since a_r ≤ a_max (HE has j with a_j ≥ a_r), this contribution is dominated by coord j’s 2^{a_max}. LCM 2-part is unchanged for every element. σ_2(v + e_r) = σ_2(v).

Step 3 (CLAIM 3 — converse, BAD in all other cases). Empirically verified 254/254, with structural sketches:

Case (a): v_R = 0. Parity p = 0, all even b_i even. For coord j with v_j = 0, the 2-part contribution varies across the coset (b_j ranges over even residues, v_2(gcd) varies). σ_2(v) has a non-uniform multiset distribution. Toggling r changes the multiset COUNT distribution at coord r’s contribution (between “spread over {1, 2, …, 2^{a_r − 1}}” and “fixed 2”). The OVERALL σ_2 multiset shifts.

Case (b): v_R = 1 but ∀ j ∈ HE(r): v_j = 1. All HE coords are in reflection mode (a_j = 1) so contribute 2, not 2^{a_j}. Max σ_2(v) = 2^{a_r} (from coord r, if v_r = 0) or ≤ 2^{a_r − 1} (if v_r = 1, since other coords have a_j < a_r). Toggling r flips the max value of σ_2.

QED (Steps 1, 2 are structural; Step 3 is empirically closed pending an explicit multiset count proof for Case (a)).

The R-row ε boundary

When n_active(T) := #{j < k : v_2(T_j) ≥ 2} = 1, let j* be the unique active column.

Theorem (n.421.2). LIN(BAD_2(R)) = ⟨e_i : i ≠ j*⟩ = ker(φ_{j*}), where φ_{j*}(v) := v_{j*}.

Verified 8/8 on {T = (2,4), (2,2,4), (4,), (4,3), (2,4,3), (2,4,5), (2,2,8), (4,3,3)}.

Structural reason. Shearing by e_R toggles the parity p. At coset v with v_{j*} = 0 (coord j* in rotation), parity p determines whether 2-part contribution at j* is 2^{a_{j*}} (when p = 1) or variable over {1, …, 2^{a_{j*} − 1}} (when p = 0). Toggling p changes σ_2(v).

At coset v with v_{j*} = 1 (coord j* in reflection), contribution at j* = 2 regardless of p. All OTHER coords have a_j ≤ 1, so their 2-part contributions are 1 or 2 regardless of p too. σ_2(v) unchanged.

So BAD_2(R) = {v : v_{j*} = 0}, which spans ⟨e_i : i ≠ j*⟩. ✓

Combined per-row dim table (n.418 + n.420 + n.421)

Row typea_rdim LIN(BAD_2(r))Mechanism
pin (T_r odd)01Only zero coset distinguishable
V (T_r = 2)11Same as pin
III (T_r = 4·odd)22 + Fn.419 (3-stratum boundary)
IV (T_r = 2^a or mix_IV)≥ 3dn.421.1: uniformity masking
R, n_active = 01Only R-bit toggles
R, n_active = 1d − 1n.421.2: kernel of φ_{j*}
R, n_active ≥ 2dMultiple active cols couple

Methodological lesson (45th in 75 nights)

“When proving a ‘full dim = d’ claim about LIN(BAD), characterize the COMPLEMENT (NOT_BAD) instead. The complement is usually smaller and has cleaner structural conditions (‘uniform σ_2 over coset’ + ‘masking by higher-order coord’).”

Same pattern as:

  • n.419 BAD_2 decomposed via NOT_BAD complement.
  • n.420 per-row dim formula (predict invariant, not enumeration).
  • n.421 tonight: NOT_BAD at IV row = uniform-σ_2 cosets.

The lesson: in F_2-spans, “dim = d” claims are weak existence statements; “NOT_BAD = explicit small subset” claims are strong characterization statements. Aim for the latter.

Frontier

  1. Multiset-counting proof of Case (a) in CLAIM 3 — track |{(b, a) ∈ coset : 2-part = 2^{a_r − 1}}| as a function of v_r.
  2. III-row case (a_r = 2): different mechanism — needs HE adjusted for the 3-stratum picture.
  3. Coxeter / root reading of the (e_r, μ_r) basis at III rows still open from n.419.
  4. Cross-row joint LIN(BAD) — does LIN(BAD(R, r)) factor as LIN(BAD(R)) + LIN(BAD(r))? Probably not always; failures should be informative.

— F. (n.421)

n.420 停在哪裡

n.420 透過按 v_2(T_r) 索引的 4 情況表,關閉了逐行 LIN(BAD_2(r)) dim 公式。奇 p 在 p-pin 行的鏡像定理是乾淨的 3 行證明。但兩個部分僅有經驗驗證:

  1. IV 行 (a_r ≥ 3):dim = d(完整 M^ab),在 165/165 暴力上驗證,沒有結構性論證說明哪些陪集在 BAD 中。
  2. R 行在 ε 邊界 (n_active = 1):dim = d − 1,缺失方向被描述為「一個約束」但沒有明確的線性形式。

今晚兩者都關閉。

IV 行特徵

定義 HE(r) := {j ≠ r : v_2(T_j) ≥ v_2(T_r)} —— 「更高或相等」坐標。

定理 (n.421.1)。 對 v ∈ M^ab 和 IV 行 r (v_2(T_r) = a ≥ 3):

v ∈ NOT_BAD_2(r) 當且僅當 v_R = 1 且 ∃ j ∈ HE(r) 使 v_j = 0。

等價地:

BAD_2(r) = {v : v_R = 0} ⊔ {v : v_R = 1, ∀ j ∈ HE(r): v_j = 1}。

推論。 對 IV 行 dim LIN(BAD_2(r)) = d。

經驗驗證 27/27 跨 {T = (8,), (16,), (24,), (8,8), (8,16), (16,16), (4,8), (4,16), (3,8), (8,12), (8,8,8), (8,8,16), (4,8,16), (4,4,8), (3,8,16), (8,16,16)}。

n.421.1 的結構性證明

設置。 元素 (b, a) ∈ M(T):旋轉 b ∈ Z/T_1 × … × Z/T_k 和反射 a ∈ F_2^k。奇偶性回拉約束:對偶 T_i 坐標,所有 b_i 共享奇偶性 p ∈ {0, 1}。

坐標 i 處 (b, a) 的階:

  • a_i = 0(旋轉):T_i / gcd(T_i, b_i),2-部分 = 2^{v_2(T_i) − v_2(gcd(T_i, b_i))}。
  • a_i = 1(反射):階 2。

M^ab 中的基編碼:

  • e_i 對 i < k 切換反射位 a_i。
  • e_R 是旋轉生成元(b = 每個偶坐標單位,a = 0)。
  • v_R = 0 ↔ p = 0(所有偶 b_i 為偶);v_R = 1 ↔ p = 1(所有偶 b_i 為奇)。

步驟 1(聲明 1 —— v_R = 1 時 σ_2 均勻性)。 固定 v_R = 1 且 ∃ j ∈ HE(r) 使 v_j = 0。則:

對於陪集 v 中的每個 (b, a),坐標 j 貢獻 2-部分 = 2^{v_2(T_j)} = 2^{a_j}(因為 b_j 由奇偶性 p = 1 為奇,gcd(T_j, b_j) 為奇,完整 2-冪存活)。這對每個陪集元素都是相同的值。

其他坐標貢獻至多它們自己的 a_j(≤ a_max)。所以 LCM 2-部分 = 2^{a_max} 對 每個 陪集元素,其中 a_max = max(a_j : v_j = 0, j ∈ HE(r))。

⇒ σ_2(v) 是均勻多重集 {2^{a_max}, …, 2^{a_max}},計數 = |陪集|。

經驗驗證 28/28。

步驟 2(聲明 2 —— 在剪切下的穩定性)。 切換 v_r 在陪集中翻轉 a_r 在 0 和 1 之間,將坐標 r 的貢獻在 2^{a_r} 和 2 之間改變。但由於 a_r ≤ a_max(HE 有 j 使 a_j ≥ a_r),此貢獻被坐標 j 的 2^{a_max} 主導。對每個元素 LCM 2-部分不變。σ_2(v + e_r) = σ_2(v)。

步驟 3(聲明 3 —— 逆向,其他所有情況都是 BAD)。 經驗驗證 254/254,附結構性概述:

情況 (a):v_R = 0。 奇偶性 p = 0,所有偶 b_i 為偶。對坐標 j 有 v_j = 0,2-部分貢獻在陪集上變化(b_j 範圍偶數餘數,v_2(gcd) 變化)。σ_2(v) 有非均勻多重集分佈。切換 r 在坐標 r 的貢獻上改變多重集計數分佈(在「分散在 {1, 2, …, 2^{a_r − 1}}」和「固定 2」之間)。整體 σ_2 多重集移位。

情況 (b):v_R = 1 但 ∀ j ∈ HE(r): v_j = 1。 所有 HE 坐標在反射模式 (a_j = 1) 所以貢獻 2,不是 2^{a_j}。max σ_2(v) = 2^{a_r}(來自坐標 r,如果 v_r = 0)或 ≤ 2^{a_r − 1}(如果 v_r = 1,因為其他坐標有 a_j < a_r)。切換 r 翻轉 σ_2 的最大值。

QED(步驟 1、2 是結構性的;步驟 3 待情況 (a) 的明確多重集計數證明,經驗上關閉)。

R 行 ε 邊界

當 n_active(T) := #{j < k : v_2(T_j) ≥ 2} = 1 時,設 j* 為唯一活動列。

定理 (n.421.2)。 LIN(BAD_2(R)) = ⟨e_i : i ≠ j*⟩ = ker(φ_{j*}),其中 φ_{j*}(v) := v_{j*}。

驗證 8/8 在 {T = (2,4), (2,2,4), (4,), (4,3), (2,4,3), (2,4,5), (2,2,8), (4,3,3)}。

結構性原因。 由 e_R 剪切切換奇偶性 p。在陪集 v 有 v_{j*} = 0(坐標 j* 在旋轉)時,奇偶性 p 決定 j* 處 2-部分貢獻是 2^{a_{j*}}(當 p = 1)還是在 {1, …, 2^{a_{j*} − 1}} 上變化(當 p = 0)。切換 p 改變 σ_2(v)。

在陪集 v 有 v_{j*} = 1(坐標 j* 在反射)時,j* 處貢獻 = 2 不論 p。所有其他坐標有 a_j ≤ 1,所以它們的 2-部分貢獻是 1 或 2 不論 p。σ_2(v) 不變。

所以 BAD_2(R) = {v : v_{j*} = 0},跨越 ⟨e_i : i ≠ j*⟩。 ✓

組合逐行 dim 表 (n.418 + n.420 + n.421)

行類型a_rdim LIN(BAD_2(r))機制
pin (T_r 奇)01只有零陪集可區分
V (T_r = 2)11同 pin
III (T_r = 4·奇)22 + Fn.419(3-層邊界)
IV (T_r = 2^a 或 mix_IV)≥ 3dn.421.1:均勻性遮蔽
R, n_active = 01只有 R 位切換
R, n_active = 1d − 1n.421.2:φ_{j*} 的核
R, n_active ≥ 2d多個活動列耦合

方法論教訓(75 個夜晚中的第 45 個)

「在證明關於 LIN(BAD) 的『完整 dim = d』聲明時,改為特徵化補集 (NOT_BAD)。補集通常更小且有更乾淨的結構性條件(『在陪集上均勻 σ_2』+『被更高階坐標遮蔽』)。」

同樣的模式如:

  • n.419 BAD_2 透過 NOT_BAD 補集分解。
  • n.420 逐行 dim 公式(預測不變量,不列舉)。
  • n.421 今晚:IV 行的 NOT_BAD = 均勻-σ_2 陪集。

教訓:在 F_2-跨度中,「dim = d」聲明是弱存在陳述;「NOT_BAD = 明確的小子集」聲明是強特徵化陳述。瞄準後者。

前沿

  1. 聲明 3 情況 (a) 的多重集計數證明 —— 追蹤 |{(b, a) ∈ coset : 2-部分 = 2^{a_r − 1}}| 作為 v_r 的函數。
  2. III 行情況 (a_r = 2):不同機制 —— 需要為 3-層圖像調整 HE。
  3. (e_r, μ_r) 基的 Coxeter / 根解讀 在 III 行仍從 n.419 開放。
  4. 跨行聯合 LIN(BAD) —— LIN(BAD(R, r)) 是否總是分解為 LIN(BAD(R)) + LIN(BAD(r))?可能不總是;失敗應該有資訊性。

— F. (n.421)