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Water supply system component evaluation from GPR radargrams using a multi-agent approach

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Water supply system component evaluation from GPR radargrams using a multi-agent approach

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dc.contributor.author Ayala Cabrera, David es_ES
dc.contributor.author Izquierdo Sebastián, Joaquín es_ES
dc.contributor.author Montalvo Arango, Idel es_ES
dc.contributor.author Pérez García, Rafael es_ES
dc.date.accessioned 2015-07-01T11:50:26Z
dc.date.available 2015-07-01T11:50:26Z
dc.date.issued 2013-04
dc.identifier.issn 0895-7177
dc.identifier.uri http://hdl.handle.net/10251/52562
dc.description.abstract This paper uses a multi-agent approach as a quick and easy tool for the interpretation and analysis of the characteristics of Water Supply System (WSS) components when working on a collection of Ground Penetrating Radar (GPR) survey files. The multi-agent algorithm proposed in this paper has been developed in Matlab and is based on Game Theory. The input is the result of the GPR radargram survey and the output consists of the agent scores in the game proposed in this paper. Useful information can be gained by interpreting the columns of the output matrix that describe the agents’ movements, together with the associated racing times. In effect, this analysis enables a simple determination of the electromagnetic properties of the underground system and provides an accurate classification of these properties. The results of this agent racing algorithm are promising, since it groups, and consequently, decreases the number of points that make up the initial radargrams; while at the same time preserving its main properties, and enabling clearer views of pipes and a better identification of the components in WSS. es_ES
dc.description.sponsorship This work has been supported by project IDAWAS, DPI2009-11591, of the Direccion General de Investigacion of the Ministerio de Ciencia e Innovacion of Spain, ACOMP/2011/188 of the Conselleria de Educacion of the Generalitat Valenciana, and the FPI-UPV scholarship granted to the first author by the Programa de Ayudas de Investigacion y Desarrollo (PAID) of the Universitat Politecnica de Valencia. en_EN
dc.language Español es_ES
dc.publisher Elsevier es_ES
dc.relation project IDAWAS of the Direccion General de Investigacion of the Ministerio de Ciencia e Innovacion of Spain DPI2009-11591 es_ES
dc.relation Conselleria de Educacion of the Generalitat Valenciana ACOMP/2011/188 es_ES
dc.relation Programa de Ayudas de Investigacion y Desarrollo (PAID) of the Universitat Politecnica de Valencia es_ES
dc.relation.ispartof Mathematical and Computer Modelling es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Ground penetrating radar es_ES
dc.subject Signal Processing es_ES
dc.subject Images processing and analysis es_ES
dc.subject Multi-agent Systems es_ES
dc.subject Agent race es_ES
dc.subject.classification MATEMATICA APLICADA es_ES
dc.subject.classification MECANICA DE FLUIDOS es_ES
dc.subject.classification INGENIERIA HIDRAULICA es_ES
dc.title Water supply system component evaluation from GPR radargrams using a multi-agent approach es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.mcm.2011.12.034
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario de Matemática Multidisciplinar - Institut Universitari de Matemàtica Multidisciplinària es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Matemática Aplicada - Departament de Matemàtica Aplicada es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Ingeniería Hidráulica y Medio Ambiente - Departament d'Enginyeria Hidràulica i Medi Ambient es_ES
dc.description.bibliographicCitation Ayala Cabrera, D.; Izquierdo Sebastián, J.; Montalvo Arango, I.; Pérez García, R. (2013). Water supply system component evaluation from GPR radargrams using a multi-agent approach. Mathematical and Computer Modelling. 57(7-8):1927-1932. doi:10.1016/j.mcm.2011.12.034 es_ES
dc.description.accrualMethod Senia es_ES
dc.relation.publisherversion http://dx.doi.org/10.1016/j.mcm.2011.12.034 es_ES
dc.description.upvformatpinicio 1927 es_ES
dc.description.upvformatpfin 1932 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 57 es_ES
dc.description.issue 7-8 es_ES
dc.relation.senia 254623


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