Note on Bounded Degree Spanners for Doubling Metrics
نویسندگان
چکیده
We focus on obtaining sparse representations of metrics: these are called spanners, and they have been studied extensively both for general and Euclidean metrics. Formally, a t-spanner for a metric M = (V, d) is an undirected graph G = (V,E) such that the distances according to dG (the shortest-path metric of G) are close to the distances in d: i.e., d(u, v) ≤ dG(u, v) ≤ t d(u, v). Clearly, one can take a complete graph and obtain t = 1, and hence the quality of the spanner is typically measured by how few edges can G contain whilst maintaining a stretch of at most t. The notion of spanners has been widely studied for general metrics (see, e.g. [PS89, ADD+93, CDNS95]), and for geometric distances (see, e.g., [CK95, Sal91, Vai91, ADM+95]). Here, we are particularly interested in the case when the input metric has bounded doubling dimension and the spanner we want to construct has small stretch, i.e. t = 1 + ε, for small ε > 0. We show that for fixed ε and metrics with bounded doubling dimension, it is possible to construct linear sized (1 + ε)-spanners. Observe that any 1.5-spanner for a uniform metric on n points must be the complete graph. Hence, without any restriction on the input metric, it is not possible to construct an (1 + ε)-spanner with linear number of edges.
منابع مشابه
New Doubling Spanners: Better and Simpler
In a seminal STOC’95 paper, Arya et al. conjectured that spanners for low-dimensional Euclidean spaces with constant maximum degree, hop-diameter O(logn) and lightness O(logn) (i.e., weight O(logn)· w(MST)) can be constructed in O(n logn) time. This conjecture, which became a central open question in this area, was resolved in the affirmative by Elkin and Solomon in STOC’13 (even for doubling m...
متن کاملThe Gap Property in Doubling Metrics
We introduce the weak gap property as a variant of the gap property. We show that in any metric space of bounded doubling dimension, any directed graph whose vertex set S has size n and which satisfies the weak gap property has total weight O(wt(MST (S)) log n), where wt(MST (S)) denotes the weight of a minimum spanning tree of S. We show that 2-optimal TSP tours and greedy spanners satisfy the...
متن کاملIncubators vs Zombies: Fault-Tolerant, Short, Thin and Lanky Spanners for Doubling Metrics
Recently Elkin and Solomon gave a construction of spanners for doubling metrics that has constant maximum degree, hop-diameter O(log n) and lightness O(log n) (i.e., weight O(log n)·w(MST)). This resolves a long standing conjecture proposed by Arya et al. in a seminal STOC 1995 paper. However, Elkin and Solomon’s spanner construction is extremely complicated; we offer a simple alternative const...
متن کاملApproximation Algorithms for Bounded Dimensional Metric Spaces
The study of finite metrics is an important area of research, because of its wide applications to many different problems. The input of many problems (for instance clustering, near-neighbor queries and network routing) naturally involves a set of points on which a distance function has been defined. Hence, one would be motivated to store and process metrics in an efficient manner. The central i...
متن کاملOn Spanners and Lightweight Spanners of Geometric Graphs
We consider the problem of computing spanners of Euclidean and unit disk graphs embedded in the two-dimensional Euclidean plane. We are particularly interested in spanners that possess useful properties such as planarity, bounded degree, and/or light weight. Such spanners have been extensively studied in the area of computational geometry and have been used as the building block for constructin...
متن کامل