Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.

Canale, Eduardo - Piccini, Juan - Robledo, Franco - Romero, Pablo

Resumen:

In this paper we address a problem from the field of network reliability, called diameter-constrained reliability. Specifically, we are given a simple graph G = (V, E) with [V] = n nodes and [E] = m links, a subset K ⊆ V of terminals, a vector p = (p1,...,pm) ϵ [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. In this paper the computational complexity of DCR-subproblems is discussed in terms of the number of terminal nodes k = [K] and diameter d. A factorization formula for exact DCR computation is provided, that runs in exponential time in the worst case. Finally, a revision of graph-classes that accept DCR computation in polynomial time is then included. In this class we have graphs with bounded co-rank, graphs with bounded genus, planar graphs, and, in particular, Monma graphs, which are relevant in robust network design. We extend this class adding arborescence graphs. A discussion of trends for future work is offered in the conclusions.

Detalles Bibliográficos
2014
Computational Complexity
Network Reliability
Diameter-Constrained Reliability
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/49701
Acceso abierto
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
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author Canale, Eduardo
author2 Piccini, Juan
Robledo, Franco
Romero, Pablo
author2_role author
author
author
author_facet Canale, Eduardo
Piccini, Juan
Robledo, Franco
Romero, Pablo
author_role author
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collection COLIBRI
dc.contributor.filiacion.none.fl_str_mv Canale Eduardo, Universidad de la República (Uruguay). Facultad de Ingeniería.
Piccini Juan, Universidad de la República (Uruguay). Facultad de Ingeniería.
Robledo Franco, Universidad de la República (Uruguay). Facultad de Ingeniería.
Romero Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería.
dc.creator.none.fl_str_mv Canale, Eduardo
Piccini, Juan
Robledo, Franco
Romero, Pablo
dc.date.accessioned.none.fl_str_mv 2025-04-11T17:41:57Z
dc.date.available.none.fl_str_mv 2025-04-11T17:41:57Z
dc.date.issued.none.fl_str_mv 2014
dc.description.abstract.none.fl_txt_mv In this paper we address a problem from the field of network reliability, called diameter-constrained reliability. Specifically, we are given a simple graph G = (V, E) with [V] = n nodes and [E] = m links, a subset K ⊆ V of terminals, a vector p = (p1,...,pm) ϵ [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. In this paper the computational complexity of DCR-subproblems is discussed in terms of the number of terminal nodes k = [K] and diameter d. A factorization formula for exact DCR computation is provided, that runs in exponential time in the worst case. Finally, a revision of graph-classes that accept DCR computation in polynomial time is then included. In this class we have graphs with bounded co-rank, graphs with bounded genus, planar graphs, and, in particular, Monma graphs, which are relevant in robust network design. We extend this class adding arborescence graphs. A discussion of trends for future work is offered in the conclusions.
dc.format.extent.es.fl_str_mv 7 p.
dc.format.mimetype.es.fl_str_mv application/pdf
dc.identifier.citation.es.fl_str_mv Canale, E., Piccini, J., Robledo, F, y otros. Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs [Preprint]. Publicado en: LANC '14 : Latin America Networking Conference, Montevideo, Uruguay, 18-19 sep. 2014, pp. 1-7.
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/49701
dc.language.iso.none.fl_str_mv en
eng
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Computational Complexity
Network Reliability
Diameter-Constrained Reliability
dc.title.none.fl_str_mv Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
dc.type.es.fl_str_mv Preprint
dc.type.none.fl_str_mv info:eu-repo/semantics/preprint
dc.type.version.none.fl_str_mv info:eu-repo/semantics/submittedVersion
description In this paper we address a problem from the field of network reliability, called diameter-constrained reliability. Specifically, we are given a simple graph G = (V, E) with [V] = n nodes and [E] = m links, a subset K ⊆ V of terminals, a vector p = (p1,...,pm) ϵ [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. In this paper the computational complexity of DCR-subproblems is discussed in terms of the number of terminal nodes k = [K] and diameter d. A factorization formula for exact DCR computation is provided, that runs in exponential time in the worst case. Finally, a revision of graph-classes that accept DCR computation in polynomial time is then included. In this class we have graphs with bounded co-rank, graphs with bounded genus, planar graphs, and, in particular, Monma graphs, which are relevant in robust network design. We extend this class adding arborescence graphs. A discussion of trends for future work is offered in the conclusions.
eu_rights_str_mv openAccess
format preprint
id COLIBRI_edacfb268e6f14c7bc89ba31b43ea279
identifier_str_mv Canale, E., Piccini, J., Robledo, F, y otros. Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs [Preprint]. Publicado en: LANC '14 : Latin America Networking Conference, Montevideo, Uruguay, 18-19 sep. 2014, pp. 1-7.
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
network_acronym_str COLIBRI
network_name_str COLIBRI
oai_identifier_str oai:colibri.udelar.edu.uy:20.500.12008/49701
publishDate 2014
reponame_str COLIBRI
repository.mail.fl_str_mv karina.camps@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
spelling Canale Eduardo, Universidad de la República (Uruguay). Facultad de Ingeniería.Piccini Juan, Universidad de la República (Uruguay). Facultad de Ingeniería.Robledo Franco, Universidad de la República (Uruguay). Facultad de Ingeniería.Romero Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería.2025-04-11T17:41:57Z2025-04-11T17:41:57Z2014Canale, E., Piccini, J., Robledo, F, y otros. Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs [Preprint]. Publicado en: LANC '14 : Latin America Networking Conference, Montevideo, Uruguay, 18-19 sep. 2014, pp. 1-7.https://hdl.handle.net/20.500.12008/49701In this paper we address a problem from the field of network reliability, called diameter-constrained reliability. Specifically, we are given a simple graph G = (V, E) with [V] = n nodes and [E] = m links, a subset K ⊆ V of terminals, a vector p = (p1,...,pm) ϵ [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. In this paper the computational complexity of DCR-subproblems is discussed in terms of the number of terminal nodes k = [K] and diameter d. A factorization formula for exact DCR computation is provided, that runs in exponential time in the worst case. Finally, a revision of graph-classes that accept DCR computation in polynomial time is then included. In this class we have graphs with bounded co-rank, graphs with bounded genus, planar graphs, and, in particular, Monma graphs, which are relevant in robust network design. We extend this class adding arborescence graphs. A discussion of trends for future work is offered in the conclusions.Submitted by Ribeiro Jorge (jribeiro@fing.edu.uy) on 2025-04-08T19:15:05Z No. of bitstreams: 2 license_rdf: 26539 bytes, checksum: 3b50ae24bd8bd076d49a70878a8a2d2c (MD5) CPRR14.pdf: 246157 bytes, checksum: 48dfd37280590bf7e42a06702f0cac69 (MD5)Approved for entry into archive by Machado Jimena (jmachado@fing.edu.uy) on 2025-04-11T14:41:53Z (GMT) No. of bitstreams: 2 license_rdf: 26539 bytes, checksum: 3b50ae24bd8bd076d49a70878a8a2d2c (MD5) CPRR14.pdf: 246157 bytes, checksum: 48dfd37280590bf7e42a06702f0cac69 (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2025-04-11T17:41:57Z (GMT). No. of bitstreams: 2 license_rdf: 26539 bytes, checksum: 3b50ae24bd8bd076d49a70878a8a2d2c (MD5) CPRR14.pdf: 246157 bytes, checksum: 48dfd37280590bf7e42a06702f0cac69 (MD5) Previous issue date: 20147 p.application/pdfenengLas obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Computational ComplexityNetwork ReliabilityDiameter-Constrained ReliabilityDiameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.Preprintinfo:eu-repo/semantics/preprintinfo:eu-repo/semantics/submittedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaCanale, EduardoPiccini, JuanRobledo, FrancoRomero, PabloLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/49701/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-850http://localhost:8080/xmlui/bitstream/20.500.12008/49701/2/license_urla006180e3f5b2ad0b88185d14284c0e0MD52license_textlicense_texttext/html; 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- Universidad de la Repúblicafalse
spellingShingle Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
Canale, Eduardo
Computational Complexity
Network Reliability
Diameter-Constrained Reliability
status_str submittedVersion
title Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
title_full Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
title_fullStr Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
title_full_unstemmed Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
title_short Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
title_sort Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
topic Computational Complexity
Network Reliability
Diameter-Constrained Reliability
url https://hdl.handle.net/20.500.12008/49701