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Neuro-fuzzy assessment of building damage and safety after an earthquake
dc.contributor.author | Carreño Tibaduiza, Martha Liliana |
dc.contributor.author | Cardona, Omar. D. |
dc.contributor.author | Barbat Barbat, Horia Alejandro |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Resistència de Materials i Estructures a l'Enginyeria |
dc.date.accessioned | 2010-10-06T18:20:33Z |
dc.date.available | 2010-10-06T18:20:33Z |
dc.date.created | 2007-11-15 |
dc.date.issued | 2007-11-15 |
dc.identifier.citation | Carreño, M.L.; Cardona, O.; Barbat, H. Neuro-fuzzy assessment of building damage and safety after an earthquake. A: "Intelligent computational paradigms in earthquake engineering". Idea Group Publishing (IGP), 2007, p. 123-157. |
dc.identifier.isbn | 1-59904-100-6 |
dc.identifier.uri | http://hdl.handle.net/2117/9480 |
dc.description.abstract | This chapter describes the algorithmic basis of a computational intelligence technique, based on a neuro-jilzzy system, developed with the objective ofassisting nonexpert professionals ofbuilding construction to evaluate the damage andsafety ofbuildings after strong earthquakes, facilitating decision-making during the emergency response phase on their habitability and reparability. A hybrid neuro-jilzzy system is proposed, based on a special three-layer feed-forward artificial neural network and fuzzy rule bases. The inputs to the system are jilzzy sets, taking into account that the damage levels ofthe structural components are linguistic variables, defined by means ofqualifications such as slight, moderate or severe, which are very appropriate to handle subjective and incomplete information. The chapter is a contribution to the understanding ofhow soft computing applications, such as artificial neural networks and fuzzy sets, can be used to complex and urgent processes of engineering decision-making, like the building occupancy after a seismic disaster. |
dc.format.extent | 35 p. |
dc.language.iso | eng |
dc.publisher | Idea Group Publishing (IGP) |
dc.subject | Àrees temàtiques de la UPC::Enginyeria civil::Materials i estructures |
dc.subject | Àrees temàtiques de la UPC::Enginyeria civil::Geotècnia::Sismologia |
dc.subject.lcsh | Buildings--Earthquake effects |
dc.title | Neuro-fuzzy assessment of building damage and safety after an earthquake |
dc.type | Part of book or chapter of book |
dc.subject.lemac | Edificis -- Efectes dels terratrèmols |
dc.contributor.group | Universitat Politècnica de Catalunya. (MC)2 - Grup de Mecànica Computacional en Medis Continus |
dc.description.peerreviewed | Peer Reviewed |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 2180176 |
dc.description.version | Postprint (published version) |
local.citation.author | Carreño, M.L.; Cardona, O.; Barbat, H. |
local.citation.publicationName | Intelligent computational paradigms in earthquake engineering |
local.citation.startingPage | 123 |
local.citation.endingPage | 157 |
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