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Domination Reliability

Klaus Dohmen, Peter Tittmann

TL;DR

The paper introduces domination reliability as a novel graph-based reliability measure driven by dominating sets under independent vertex failures, linking it to the domination polynomial and hypergraph coverage. It develops decomposition, inclusion-exclusion, and neighborhood-graph techniques to compute $DRel$, and defines the domination reliability polynomial for equal vertex probability $p$ along with explicit results for several graph families. A key contribution is the demonstrated connection between domination reliability and the domination polynomial, including analogues of broken circuit theorems and multiple equivalent formulations. The authors prove NP-hardness of computing domination reliability and establish a bidirectional equivalence with hypergraph coverage probability, enabling a cross-pollination between graph polynomials and system reliability. Overall, the work lays a formal foundation for studying domination-based reliability and its polynomial invariants, with practical implications for modeling coherent binary systems via hypergraphs.

Abstract

We propose a new network reliability measure for some particular kind of service networks, which we refer to as domination reliability. We relate this new reliability measure to the domination polynomial of a graph and the coverage probability of a hypergraph. We derive explicit and recursive formulae for domination reliability and its associated domination reliability polynomial, deduce an analogue of Whitney's broken circuit theorem, and prove that computing domination reliability is NP-hard.

Domination Reliability

TL;DR

The paper introduces domination reliability as a novel graph-based reliability measure driven by dominating sets under independent vertex failures, linking it to the domination polynomial and hypergraph coverage. It develops decomposition, inclusion-exclusion, and neighborhood-graph techniques to compute , and defines the domination reliability polynomial for equal vertex probability along with explicit results for several graph families. A key contribution is the demonstrated connection between domination reliability and the domination polynomial, including analogues of broken circuit theorems and multiple equivalent formulations. The authors prove NP-hardness of computing domination reliability and establish a bidirectional equivalence with hypergraph coverage probability, enabling a cross-pollination between graph polynomials and system reliability. Overall, the work lays a formal foundation for studying domination-based reliability and its polynomial invariants, with practical implications for modeling coherent binary systems via hypergraphs.

Abstract

We propose a new network reliability measure for some particular kind of service networks, which we refer to as domination reliability. We relate this new reliability measure to the domination polynomial of a graph and the coverage probability of a hypergraph. We derive explicit and recursive formulae for domination reliability and its associated domination reliability polynomial, deduce an analogue of Whitney's broken circuit theorem, and prove that computing domination reliability is NP-hard.

Paper Structure

This paper contains 8 sections, 16 theorems, 35 equations, 2 figures, 1 algorithm.

Key Result

Theorem 2.1

For any vertex-disjoint graphs $G$ and $H$ and any $\mathbf{p}\in [0,1]^{V(G + H)}$, and where $q_v = 1-p_v$ for any $v\in V(G\ast H)$.

Figures (2)

  • Figure 1: A $5\times 5$ grid graph and its domination reliability.
  • Figure 2: Non-isomorphic trees with the same domination reliability polynomial.

Theorems & Definitions (39)

  • Theorem 2.1
  • proof
  • Corollary 2.2
  • Remark 2.3
  • Theorem 2.4
  • proof
  • Remark 2.5
  • Theorem 2.6
  • proof
  • Remark 2.7
  • ...and 29 more