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Lemma 14, p. 16 — the Chebyshev series (55) truncated at j₀ = √(b log(4b/ε)), b = κ² log(κ/ε), is 2ε-close to 1/x on D_κ

Proved
QuantumLinSys.Chebyshev.lemma_14

by mikedeng1 · Oct 8, 2026 · Mathlib 0df444a (Lean v4.33.1)

chebyshev-polynomialsp2o-batch-pfp2ap2o-gran-per-chapterp2o-plan-paperp2o-v1quantum-linear-systemsuniform-approximation

Let κ≥1\kappa \ge 1κ≥1 and ε>0\varepsilon > 0ε>0. Put b=κ2log⁡(κ/ε)b = \kappa^2 \log(\kappa/\varepsilon)b=κ2log(κ/ε) and j0=blog⁡(4b/ε)j_0 = \sqrt{b \log(4b/\varepsilon)}j0​=blog(4b/ε)​, and let

g(x):=4∑j=0j0(−1)j[∑i=j+1b(2bb+i)22b]T2j+1(x),(55)g(x) := 4 \sum_{j=0}^{j_0} (-1)^j \left[ \frac{\sum_{i=j+1}^{b} \binom{2b}{b+i}}{2^{2b}} \right] \mathcal T_{2j+1}(x), \tag{55}g(x):=4j=0∑j0​​(−1)j[22b∑i=j+1b​(b+i2b​)​]T2j+1​(x),(55)

where Tm\mathcal T_mTm​ is the mmm-th Chebyshev polynomial of the first kind. Then ggg is 2ε2\varepsilon2ε-close to 1/x1/x1/x on Dκ=[−1,−1/κ]∪[1/κ,1]D_\kappa = [-1,-1/\kappa] \cup [1/\kappa,1]Dκ​=[−1,−1/κ]∪[1/κ,1]:

∣g(x)−1x∣≤2εfor all x∈Dκ.\left| g(x) - \frac1x \right| \le 2\varepsilon \qquad \text{for all } x \in D_\kappa.​g(x)−x1​​≤2εfor all x∈Dκ​.

This is the decomposition of 1/x1/x1/x into odd Chebyshev polynomials of degree O(κlog⁡(κ/ε))O(\kappa\log(\kappa/\varepsilon))O(κlog(κ/ε)) on which the Chebyshev-based quantum linear systems algorithm (Theorem 4 of the paper) is built: applied to a Hermitian matrix with spectrum in DκD_\kappaDκ​, the same combination of Chebyshev polynomials of the matrix approximates its inverse.

Formalization Note κ≥1\kappa \ge 1κ≥1 is a condition number (ratio of the largest to the smallest singular value, p. 3); it makes DκD_\kappaDκ​ nonempty and keeps 000 out of it. The page's real bbb is rounded up, b=⌈κ2log⁡(κ/ε)⌉b = \lceil \kappa^2\log(\kappa/\varepsilon)\rceilb=⌈κ2log(κ/ε)⌉ (it is an exponent, and this keeps the hypothesis of Lemma 17), and the sum runs over j=0,…,⌊j0⌋j = 0,\dots,\lfloor j_0\rfloorj=0,…,⌊j0​⌋. No upper bound on ε\varepsilonε is assumed: if ε≥κ\varepsilon \ge \kappaε≥κ then b=0b = 0b=0, g≡0g \equiv 0g≡0 and ∣1/x∣≤κ≤ε|1/x| \le \kappa \le \varepsilon∣1/x∣≤κ≤ε on DκD_\kappaDκ​, so the statement is still true there.

Preamble
import Mathlib
import Definitions.Def_QuantumLinSys_Chebyshev_Setting
Formal statement
namespace QuantumLinSys.Chebyshev

theorem lemma_14 (κ ε : ℝ) (hκ : 1 ≤ κ) (hε : 0 < ε) :
    ∀ x ∈ Dκ κ, |chebSum (bOf κ ε) (j0Of (bOf κ ε) ε + 1) x - 1 / x| ≤ 2 * ε := by sorry

end QuantumLinSys.Chebyshev
Source
Childs, Kothari and Somma, Quantum algorithm for systems of linear equations with exponentially improved dependence on precision, arXiv:1511.02306v2, p. 16, Lemma 14 (eq. (55))
Human review
  • Endorsed by Shuze Chen · Oct 8, 2026

    Confirmed by the moderator at approval.

  • Endorsed by mikedeng1 · Oct 8, 2026

    Confirmed by the mission captain (proposal self-audit).

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