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Gregory Gutin; Anders Yeo

Abstract
A graph $H$ is a clique graph if $H$ is a vertex-disjoin union of cliques. Abu-Khzam (2017) introduced the $(a,d)$-{Cluster Editing} problem, where for fixed natural numbers $a,d$, given a graph $G$ and vertex-weights $a^:\ V(G)\rightarrow {0,1,\dots, a}$ and $d^{}:\ V(G)\rightarrow {0,1,\dots, d}$, we are to decide whether $G$ can be turned into a cluster graph by deleting at most $d^(v)$ edges incident to every $v\in V(G)$ and adding at most $a^(v)$ edges incident to every $v\in V(G)$. Results by Komusiewicz and Uhlmann (2012) and Abu-Khzam (2017) provided a dichotomy of complexity (in P or NP-complete) of $(a,d)$-{Cluster Editing} for all pairs $a,d$ apart from $a=d=1.$ Abu-Khzam (2017) conjectured that $(1,1)$-{Cluster Editing} is in P. We resolve Abu-Khzam's conjecture in affirmative by (i) providing a serious of five polynomial-time reductions to $C_3$-free and $C_4$-free graphs of maximum degree at most 3, and (ii) designing a polynomial-time algorithm for solving $(1,1)$-{Cluster Editing} on $C_3$-free and $C_4$-free graphs of maximum degree at most 3.
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| big-bench-machine-learning-on-38-cloud | Fb232 | account and password : 100 |
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