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Truncated Neumann-series approximation of J′=N−1/2\mathcal J'=\mathcal N^{-1}/2J′=N−1/2 (Harvey–van der Hoeven Lemma 4.12)

Definition
IntMul_HvdH_JApprox

by xuanji · Oct 12, 2026 · Mathlib 0df444a (Lean v4.33.1)

integer-multiplication

Computable approximation of J′=N−1/2=(I+E)−1/2\mathcal J'=\mathcal N^{-1}/2=(I+\mathcal E)^{-1}/2J′=N−1/2=(I+E)−1/2 by the truncated Neumann series

J′u=v−Ev+E2v−⋯ ,v=u/2.\mathcal J'u=v-\mathcal Ev+\mathcal E^2v-\cdots,\qquad v=u/2.J′u=v−Ev+E2v−⋯,v=u/2.

Here E\mathcal EE is the off-diagonal map of IntMul_HvdH_EApprox.

  • halfFP U =v~(0)=\tilde v^{(0)}=v~(0) halves each component of UUU, rounding towards zero.
  • jIter p s t α =n=⌈ps/(α2(t−s))⌉=⌈p/(α2θ)⌉=n=\lceil ps/(\alpha^2(t-s))\rceil=\lceil p/(\alpha^2\theta)\rceil=n=⌈ps/(α2(t−s))⌉=⌈p/(α2θ)⌉ with θ=t/s−1\theta=t/s-1θ=t/s−1.
  • vIter p s t α U j =v~(j)=E~jv~(0)=\tilde v^{(j)}=\tilde{\mathcal E}^j\tilde v^{(0)}=v~(j)=E~jv~(0), using Eapprox (Lemma 4.11).
  • Japprox p s t α U ℓ =∑j<n(−1)jv~ℓ(j)=\sum_{j<n}(-1)^j\tilde v^{(j)}_\ell=∑j<n​(−1)jv~ℓ(j)​.
Definition code
import Definitions.Def_IntMul_HvdH_EApprox

/-! Fixed-point approximation of `J' = N⁻¹ / 2 = (I + E)⁻¹ / 2` by the truncated Neumann series
`v - Ev + E²v - ⋯` with `v = u / 2` (Harvey–van der Hoeven Lemma 4.12). Gaussian integers are
pairs `(re, im) : ℤ × ℤ`, and a fixed-point vector of precision `p` is `U : ℕ → ℤ × ℤ` standing
for `2^{-p} U`. -/

namespace IntMul.HvdH

/-- `ṽ⁽⁰⁾ = ρ(U / 2)`, halving each component with rounding towards zero. -/
def halfFP (U : ℕ → ℤ × ℤ) (i : ℕ) : ℤ × ℤ := ((U i).1.tdiv 2, (U i).2.tdiv 2)

/-- Number of Neumann terms `n = ⌈ps / (α²(t - s))⌉ = ⌈p / (α²θ)⌉`. -/
def jIter (p s t α : ℕ) : ℕ := (p * s + α ^ 2 * (t - s) - 1) / (α ^ 2 * (t - s))

/-- The iterates `ṽ⁽ʲ⁾ = Ẽ ṽ⁽ʲ⁻¹⁾` (Lemma 4.11 applied `j` times to `ṽ⁽⁰⁾`). -/
def vIter (p s t α : ℕ) (U : ℕ → ℤ × ℤ) : ℕ → ℕ → ℤ × ℤ
  | 0 => halfFP U
  | j + 1 => Eapprox p s t α (vIter p s t α U j)

/-- Lemma 4.12: `J̃' U = ṽ⁽⁰⁾ - ṽ⁽¹⁾ + ⋯ ± ṽ⁽ⁿ⁻¹⁾`. -/
def Japprox (p s t α : ℕ) (U : ℕ → ℤ × ℤ) (l : ℕ) : ℤ × ℤ :=
  (∑ j ∈ Finset.range (jIter p s t α), (-1) ^ j * (vIter p s t α U j l).1,
    ∑ j ∈ Finset.range (jIter p s t α), (-1) ^ j * (vIter p s t α U j l).2)

end IntMul.HvdH
Source
Harvey, van der Hoeven, Integer multiplication in time O(n log n), Annals of Math. 193 (2021), https://hal.science/hal-02070778, Lemma 4.12

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