English

Path Connected Dynamic Graphs with a Study of Dispersion and Exploration

Distributed, Parallel, and Cluster Computing 2025-04-14 v1

Abstract

In dynamic graphs, edges may be added or deleted in each synchronous round. Various connectivity models exist based on constraints on these changes. One well-known model is the TT-Interval Connectivity model, where the graph remains connected in every round, and the parameter TT reflects the duration of structural stability. Another model is Connectivity Time, where the union of edges across any TT consecutive rounds forms a connected graph. This is a weaker model, as the graph may be disconnected in individual rounds. In this work, we introduce a new connectivity model called TT-Path Connectivity. Unlike TT-Interval Connectivity, the graph may not be connected in each round, but for every pair of nodes u,vu,v, there must exist a path connecting them in at least one round within any TT consecutive rounds. This model is strictly weaker than TT-Interval Connectivity but stronger than the Connectivity Time model. We study the dispersion problem in the TT-Path Connectivity model. While dispersion has been explored in the 1-Interval Connectivity model, we show that the existing algorithm with termination does not work in our model. We then identify the minimal necessary assumptions required to solve dispersion in the TT-Path Connectivity model and provide an algorithm that solves it optimally under those conditions. Moreover, we prove that dispersion is unsolvable in the Connectivity Time model, even under several strong assumptions. We further initiate the study of the exploration problem under all three connectivity models. We present multiple impossibility results and, in most cases, establish tight bounds on the number of agents and time required. Our results demonstrate that, in both dispersion and exploration, the Connectivity Time model is strictly the weakest among the three.

Keywords

Cite

@article{arxiv.2504.08474,
  title  = {Path Connected Dynamic Graphs with a Study of Dispersion and Exploration},
  author = {Ashish Saxena and Kaushik Mondal},
  journal= {arXiv preprint arXiv:2504.08474},
  year   = {2025}
}
R2 v1 2026-06-28T22:54:45.954Z