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Worked solution: Kang–Kelly–Kühn–Methuku–Osthus asymptotic proof via iterative absorption (2021)

Step 4 of 8: Shaving off the extra +1+1: handling near-complete graphs
In plain words

To drop the warm-up bound from n+1n+1 to nn, the leftover graph handed to Vizing's theorem needs maximum degree one smaller -- which fails only when almost every vertex has full degree n−1n-1 in size-22 edges, i.e. when the hypergraph H\mathcal{H} looks almost like the complete graph KnK_n.

So the authors split into two cases: if H\mathcal{H} is not close to KnK_n, the nibble-and-absorption argument can be tightened to save that one degree; if H\mathcal{H} is close to KnK_n, they switch to deep 11-factorisation theorems tailored specifically for near-complete graphs.

Δ(H∖H′)≤n−1−∣C∣\Delta(\mathcal{H}\setminus\mathcal{H}') \le n - 1 - |C|
Detailed analysis

Kang, Kelly, Kühn, Methuku and Osthus (2023, Section 2.1, Definition 2.2) formalise "close to KnK_n" via the notion of a (ρ,ε)-full(\rho,\varepsilon)\text{-full} hypergraph: one where almost all vertices have size-22 degree at least (1−ε)n(1-\varepsilon)n and a noticeable fraction have the maximum possible degree n−1n-1.

When H\mathcal{H} is not (ρ,ε)-full(\rho,\varepsilon)\text{-full}, the nibble-and-absorption construction can be refined so that any uncovered "defect" vertices of the matchings fall inside S:={u∈U:dG(u)<n−1}S := \{u \in U : d_G(u) < n-1\}, which lowers the leftover degree bound by one to Δ(H∖H′)≤n−1−∣C∣\Delta(\mathcal{H}\setminus\mathcal{H}') \le n - 1 - |C|, and Vizing's theorem then gives χ′(H)≤n\chi'(\mathcal{H}) \le n directly. When H\mathcal{H} is (ρ,ε)-full(\rho,\varepsilon)\text{-full}, the authors instead apply the overfull-subgraph and 11-factorisation machinery developed by Csaba, Kühn, Lo, Osthus and Treglown to decompose the dense size-22 core directly.

Terms in this step
(ρ,ε)-full(\rho,\varepsilon)\text{-full} hypergraph
An nn-vertex linear hypergraph whose size-22 edges alone make it look almost like KnK_n: at least (1−10ε)n(1-10\varepsilon)n vertices have size-22 degree at least (1−ε)n(1-\varepsilon)n, and at least (ρ−15ε)n(\rho-15\varepsilon)n vertices have the full degree n−1n-1.
Knowledge used in this step