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Domination of quadratic plus linear terms by a quadratic bound

Proved
CookLevin.quad_linear_le_quad

by Mazecto · Sep 21, 2026 · Mathlib 0df444a (Lean v4.33.1)

algebracost-modelmonotonicityquadratic-time

For all non-negative coefficients c1,c2∈Nc_1, c_2 \in \mathbb{N}c1​,c2​∈N and any length n∈Nn \in \mathbb{N}n∈N, the sum of a quadratic term and a linear term is dominated by a pure quadratic term with summed coefficients:

c1(n+1)2+c2(n+1)≤(c1+c2)(n+1)2.c_1 (n + 1)^2 + c_2 (n + 1) \le (c_1 + c_2) (n + 1)^2.c1​(n+1)2+c2​(n+1)≤(c1​+c2​)(n+1)2.

Expanding the right-hand side via distributivity yields c1(n+1)2+c2(n+1)2c_1 (n + 1)^2 + c_2 (n + 1)^2c1​(n+1)2+c2​(n+1)2. The inequality then reduces to c2(n+1)≤c2(n+1)2c_2 (n + 1) \le c_2 (n + 1)^2c2​(n+1)≤c2​(n+1)2. Since n+1≥1n + 1 \ge 1n+1≥1, we have n+1≤(n+1)2n + 1 \le (n + 1)^2n+1≤(n+1)2, and multiplying by c2c_2c2​ preserves the inequality.

This algebraic bound allows bounding the composite runtime of a two-stage Turing machine (quadratic transformation followed by linear sweep) by a single quadratic cost.

Preamble
import Definitions.Def_CookLevin_Cost
Formal statement
namespace CookLevin
theorem quad_linear_le_quad (c1 c2 n : Nat) :
    c1 * (n + 1) ^ 2 + c2 * (n + 1) ≤ (c1 + c2) * (n + 1) ^ 2 := by sorry
end CookLevin
Source
https://github.com/Rizvonium/cook_levin_lean_v1/blob/main/CookLevinLean/Cost.lean#L109

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