Full complexity analysis of the diameter-constrained reliability.
Resumen:
Let G = (V;E) be a simple graph with |V| = n nodes and |E| = m links, a subset K ⊆ V of terminals, a vector p = (p1; ...; pm) ∈ [0; 1]m and a positive integer d, called diameter. We assume nodes are perfect but links fail stochastically and independently, with probabilities qi = 1 - pi. The diameter-constrained reliability (DCR for short), is the probability that the terminals of the resulting subgraph remain connected by paths composed by d links, or less. This number is denoted by RdK ,G(p). The general DCR computation is inside the class of NP-Hard problems, since is subsumes the complexity that a random graph is connected. The contributions of this paper are two-fold. First, a full analysis of the computational complexity of DCR-subproblems is presented in terms of the number of terminal nodes k = |K| and diameter d. Second, we extend the class of graphs that accept efficient DCR computation. In this class we include graphs with bounded co-rank, graphs with bounded genus, planar graphs, and, in particular, Monma graphs, which are relevant in robust network design.
| 2015 | |
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Network Reliability Computational Complexity Diameter-Constrained Reliability Monma Graphs |
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| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/49751 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |