Recent advances in fully dynamic graph algorithms–a quick reference guide

K Hanauer, M Henzinger, C Schulz - ACM Journal of Experimental …, 2022 - dl.acm.org
In recent years, significant advances have been made in the design and analysis of fully
dynamic algorithms. However, these theoretical results have received very little attention …

Sparsification—a technique for speeding up dynamic graph algorithms

D Eppstein, Z Galil, GF Italiano… - Journal of the ACM (JACM …, 1997 - dl.acm.org
We provide data strutures that maintain a graph as edges are inserted and deleted, and
keep track of the following properties with the following times: minimum spanning forests …

Recent advances in fully dynamic graph algorithms

K Hanauer, M Henzinger, C Schulz - arXiv preprint arXiv:2102.11169, 2021 - arxiv.org
In recent years, significant advances have been made in the design and analysis of fully
dynamic algorithms. However, these theoretical results have received very little attention …

Experimental analysis of dynamic all pairs shortest path algorithms

C Demetrescu, GF Italiano - ACM Transactions on Algorithms (TALG), 2006 - dl.acm.org
We present the results of an extensive computational study on dynamic algorithms for all
pairs shortest path problems. We describe our implementations of the recent dynamic …

Dynamic graph algorithms

C Demetrescu, D Eppstein, Z Galil… - Algorithms and Theory …, 2009 - taylorfrancis.com
In many applications of graph algorithms, including communication networks, graphics,
assembly planning, and VLSI design, graphs are subject to discrete changes, such as …

An empirical study of dynamic graph algorithms

D Alberts, G Cattaneo, GF Italiano - Journal of Experimental Algorithmics …, 1997 - dl.acm.org
The contributions of this paper are both of theoretical and of experimental nature. From the
experimental point of view, we conduct an empirical study on some dynamic connectivity …

Experimental analysis of dynamic algorithms for the single source shortest paths problem

D Frigioni, M Ioffreda, U Nanni… - Journal of Experimental …, 1998 - dl.acm.org
In this paper we propose the first experimental study of the fully dynamic single-source
shortest-paths problem on directed graphs with positive real edge weights. In particular, we …

Dynamically switching vertices in planar graphs

D Frigioni, GF Italiano - Algorithmica, 2000 - Springer
We consider graphs whose vertices may be in one of two different states: either on or off. We
wish to maintain dynamically such graphs under an intermixed sequence of updates and …

Efficient computation and visualization of multiple density-based clustering hierarchies

ACA Neto, J Sander, RJGB Campello… - … on Knowledge and …, 2019 - ieeexplore.ieee.org
HDBSCAN*, a state-of-the-art density-based hierarchical clustering method, produces a
hierarchical organization of clusters in a dataset wrt a parameter mpts. While a small change …

Efficient computation of multiple density-based clustering hierarchies

ACA Neto, J Sander, RJGB Campello… - … Conference on Data …, 2017 - ieeexplore.ieee.org
HDBSCAN*, a state-of-the-art density-based hierarchical clustering method, produces a
hierarchical organization of clusters in a dataset wrt a parameter mpts. While the …