Diameter-constrained reliability : Complexity, factorization and exact computation in weak graphs.
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.
| 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) |
| _version_ | 1875693217126547456 |
|---|---|
| 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 |