English

A Characterization of Level-k Realizability for Clustering Systems

Molecular Networks 2026-05-22 v1

Abstract

We give a Hasse-diagram characterization of when a clustering system C\mathcal C on a finite taxa set XX is the hardwired clustering system CNC_N of a rooted level-kk network. For each non-trivial block BB of H=H[C]H=\mathcal H[\mathcal C], we define a parameter μ(B)\mu(B) using minimum families of clusters that generate all overlap-intersections inside BB. The main theorem proves that there exists a rooted level-kk network NN with CN=CC_N=\mathcal C if and only if μ(B)k\mu(B)\le k for every non-trivial block BB of HH. The necessity proof shows that overlap-intersection pieces must be represented by non-root hybrid vertices in any realizing block. The sufficiency proof is constructive: starting from the Hasse diagram, it iteratively splits selected hybrid vertices, preserves the hardwired clustering system, and terminates with a realization whose level is bounded by the block-wise values of μ\mu.

Cite

@article{arxiv.2605.21945,
  title  = {A Characterization of Level-k Realizability for Clustering Systems},
  author = {Shilong Dai and Yangjing Long},
  journal= {arXiv preprint arXiv:2605.21945},
  year   = {2026}
}

Comments

33pages

R2 v1 2026-07-22T07:25:18.948Z