The packing bound before the limit #
scaled_bound: from the block inequality, for a fractional packing κ and every natural number
M ≥ 1,
M² ∑_S κ_S |f x - f (x^S)| ≤ d² (π M + 2)² + ∑_S |f x - f (x^S)|.
This is the inequality M² Λ ≤ d² (π M + 2)² + C₀ in the proof of the packing bound (Lemma 6.5 of
the paper).
Proof: N = M², k S = ⌊N κ S⌋₊, block family Σ S, Fin (k S), m = ⌈π M / 2⌉₊.
theorem
AaronsonAmbainis.Pack.card_blocks_le
{ι : Type}
[Fintype ι]
[DecidableEq ι]
(κ : Finset ι → ℝ)
(hκ : ∀ (S : Finset ι), 0 ≤ κ S)
(hpack : ∀ (i : ι), ∑ S : Finset ι with i ∈ S, κ S ≤ 1)
(N : ℕ)
(i : ι)
:
For k S = ⌊N κ S⌋₊ and a fractional packing κ, every coordinate lies in at most N
blocks of the family Σ S, Fin (k S).
theorem
AaronsonAmbainis.Pack.scaled_bound
(hB : BlockInequality)
(ι : Type)
[Fintype ι]
[DecidableEq ι]
(d : ℕ)
(f : Cube ι → ℝ)
(hf : ∀ (x : Cube ι), |f x| ≤ 1)
(hd : HasDegreeLE f d)
(x : Cube ι)
(κ : Finset ι → ℝ)
(hκ : ∀ (S : Finset ι), 0 ≤ κ S)
(hpack : ∀ (i : ι), ∑ S : Finset ι with i ∈ S, κ S ≤ 1)
(M : ℕ)
(hM : 0 < M)
:
The packing bound before the limit, from the block inequality with N = M ^ 2 and
m = ⌈π M / 2⌉₊.