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Proof of Theorem 1, p. 125 — Problems 7 and 8 are equivalent

Proved
MurtyKabadi.Reduction.problems7_8_equiv

by mikedeng1 · Sep 27, 2026 · Mathlib 0df444a (Lean v4.33.1)

p2o-batch-p200ap2o-gran-per-chapterp2o-plan-paperp2o-v1quadratic-programmingsubset-sum

Let n≥1n \ge 1n≥1, let d0;d1,…,dnd_0; d_1, \dots, d_nd0​;d1​,…,dn​ be positive integers and δ\deltaδ an integer with δ>4(d0∑jdj)2n3\delta > 4\big(d_0 \sum_j d_j\big)^2 n^3δ>4(d0​∑j​dj​)2n3. Then

∃(y,s)∈P: f2(y,s)≤0⟺∃(y,s)∈P: f4(y,s)≤0.\exists (y,s) \in P:\ f_2(y,s) \le 0 \quad\Longleftrightarrow\quad \exists (y,s) \in P:\ f_4(y,s) \le 0.∃(y,s)∈P: f2​(y,s)≤0⟺∃(y,s)∈P: f4​(y,s)≤0.

On PPP the constant and linear terms of f2f_2f2​ are rewritten using ∑j(yj+sj)=n\sum_j (y_j + s_j) = n∑j​(yj​+sj​)=n, which turns f2f_2f2​ into the quadratic form f4f_4f4​; this makes the problem a question about a homogeneous quadratic on the simplex-like set PPP.

Formalization Note The hypothesis n≥1n \ge 1n≥1 is the paper's tacit assumption. At n=0n = 0n=0 the statement is false in Lean: P={(0,0)}P = \{(0,0)\}P={(0,0)}, f2=d02>0f_2 = d_0^2 > 0f2​=d02​>0 there, while f4=0f_4 = 0f4​=0 because every sum is empty and a/0=0a/0 = 0a/0=0.

Preamble
import Mathlib
import Definitions.Def_MurtyKabadi_Reduction_Construction
Formal statement
namespace MurtyKabadi.Reduction

theorem problems7_8_equiv {n : ℕ} (hn : 0 < n) (d : Fin n → ℕ) (d0 δ : ℕ)
    (hd : ∀ j, 0 < d j) (hd0 : 0 < d0)
    (hδ : 4 * (d0 * ∑ j, d j) ^ 2 * n ^ 3 < δ) :
    (∃ p ∈ P n, f2 d d0 δ p.1 p.2 ≤ 0) ↔ ∃ p ∈ P n, f4 d d0 δ p.1 p.2 ≤ 0 := by sorry

end MurtyKabadi.Reduction
Source
Murty and Kabadi, Some NP-complete problems in quadratic and nonlinear programming, Math. Programming 39 (1987), p. 125, proof of Theorem 1, second paragraph (Problems 7 and 8 are equivalent)
Human review
  • Endorsed by Shuze Chen · Sep 27, 2026

    Confirmed by the moderator at approval.

  • Endorsed by mikedeng1 · Sep 27, 2026

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

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