CGDSMar 24

Dynamic Light Spanners in Doubling Metrics

arXiv:2603.2349056.2h-index: 18
AI Analysis

This solves the dynamic spanner maintenance problem for point sets in doubling metrics, which was previously unsolved even in low-dimensional Euclidean space.

They tackled the problem of maintaining a lightweight spanner for a dynamic point set in doubling metrics, achieving a (1+ε)-spanner with constant weight factor and poly(log Φ) update time.

A $t$-spanner of a point set $X$ in a metric space $(\mathcal{X}, δ)$ is a graph $G$ with vertex set $P$ such that, for any pair of points $u,v \in X$, the distance between $u$ and $v$ in $G$ is at most $t$ times $δ(u,v)$. We study the problem of maintaining a spanner for a dynamic point set $X$ -- that is, when $X$ undergoes a sequence of insertions and deletions -- in a metric space of constant doubling dimension. For any constant $\varepsilon>0$, we maintain a $(1+\varepsilon)$-spanner of $P$ whose total weight remains within a constant factor of the weight of the minimum spanning tree of $X$. Each update (insertion or deletion) can be performed in $\operatorname{poly}(\log Φ)$ time, where $Φ$ denotes the aspect ratio of $X$. Prior to our work, no efficient dynamic algorithm for maintaining a light-weight spanner was known even for point sets in low-dimensional Euclidean space.

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