Threshold Temporal Reachability Domination for Resilient Diffusion in Temporal Graphs

Jia-Bao Liu1, Waqas Nazeer2
1School of Mathematics and Physics, Anhui Jianzhu University, Hefei 230601, P.R. China
2Department of Mathematics, Government College University, Lahore Pakistan
DOI: https://doi.org/10.71448/bcds2671-4
Published: 31/03/2026
Cite this article as: Jia-Bao Liu, Waqas Nazeer. Threshold Temporal Reachability Domination for Resilient Diffusion in Temporal Graphs. Bulletin of Computer and Data Sciences, Volume 7 Issue 1. Page: 38-53.

Abstract

Temporal graphs model systems whose interactions change over time. In such networks, temporal reachability domination seeks a small seed set whose influence can reach all vertices. However, one successful temporal path is often not enough in practical settings, where repeated exposure or backup delivery may be needed. To address this, this paper introduces the \(q\)-Temporal Reachability Dominating Set (\(q\)-TaRDiS), which requires every vertex to be reachable from at least \(q\) distinct seeds, together with a budgeted version that maximizes threshold coverage under a fixed seed limit. The study presents the model, establishes basic properties, shows membership in NP, and notes NP-hardness in the unrestricted case. It also shows that the problem reduces to set multicover once temporal reachability sets are computed, leading to an exact integer programming model and an efficient greedy solution strategy. Experiments on synthetic temporal networks show that the greedy method is near-optimal on small instances and that threshold-based seed sets provide better robustness under random temporal edge deletion. These results show that threshold temporal domination offers a practical and analyzable framework for resilient diffusion in dynamic networks.

Keywords: temporal graphs; temporal reachability; resilient diffusion; multicover; submodular optimization; redundancy-aware seeding

Abstract

Temporal graphs model systems whose interactions change over time. In such networks, temporal reachability domination seeks a small seed set whose influence can reach all vertices. However, one successful temporal path is often not enough in practical settings, where repeated exposure or backup delivery may be needed. To address this, this paper introduces the \(q\)-Temporal Reachability Dominating Set (\(q\)-TaRDiS), which requires every vertex to be reachable from at least \(q\) distinct seeds, together with a budgeted version that maximizes threshold coverage under a fixed seed limit. The study presents the model, establishes basic properties, shows membership in NP, and notes NP-hardness in the unrestricted case. It also shows that the problem reduces to set multicover once temporal reachability sets are computed, leading to an exact integer programming model and an efficient greedy solution strategy. Experiments on synthetic temporal networks show that the greedy method is near-optimal on small instances and that threshold-based seed sets provide better robustness under random temporal edge deletion. These results show that threshold temporal domination offers a practical and analyzable framework for resilient diffusion in dynamic networks.

Keywords: temporal graphs; temporal reachability; resilient diffusion; multicover; submodular optimization; redundancy-aware seeding
Jia-Bao Liu
School of Mathematics and Physics, Anhui Jianzhu University, Hefei 230601, P.R. China
Waqas Nazeer
Department of Mathematics, Government College University, Lahore Pakistan

DOI

Cite this article as:

Jia-Bao Liu, Waqas Nazeer. Threshold Temporal Reachability Domination for Resilient Diffusion in Temporal Graphs. Bulletin of Computer and Data Sciences, Volume 7 Issue 1. Page: 38-53.

Publication history

Copyright © 2026 Jia-Bao Liu, Waqas Nazeer. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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