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https://hdl.handle.net/1822/53108
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Campo DC | Valor | Idioma |
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dc.contributor.author | Pedro, Luciana Rocha | por |
dc.contributor.author | Caldeira Takahashi, Ricardo Hiroshi | por |
dc.contributor.author | Gaspar-Cunha, A. | por |
dc.date.accessioned | 2018-03-21T15:20:56Z | - |
dc.date.available | 2018-03-21T15:20:56Z | - |
dc.date.issued | 2015 | - |
dc.identifier.isbn | 9783319158914 | por |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | https://hdl.handle.net/1822/53108 | - |
dc.description.abstract | The NN-DM is a method developed to find a mathematical model that represents the Decision-Maker (DM) by employing an artificial neural network (NN) in situations in which the preferences can be represented by a utility function. This paper presents further developments to the NN-DM method to find a model in a polymer extrusion process. The form of the DM's interaction, the domain assignment, the ranking process, and the performance assessment are adapted to a real context of a multi-objective optimization problem followed by a design decision. The DM is then requested to fill a matrix expressing his preferences considering pairwise comparisons expressing ordinal relations only. Two multi-objective optimization problems are tested, each one with three estimates of different Pareto-optimal fronts. The adapted NN-DM method is able to provide a model which sorts the available solutions from the best to the worst according to the DM's preferences. | por |
dc.language.iso | eng | por |
dc.publisher | Springer Verlag | por |
dc.rights | openAccess | por |
dc.subject | Polymer extrusion process | por |
dc.subject | Human decision-maker | por |
dc.subject | Multi-objective optimization | por |
dc.subject | Multi-criteria decision analysis | por |
dc.subject | Utility function | por |
dc.title | A model for the decision-maker preferences in a polymer extrusion process | por |
dc.type | conferencePaper | por |
dc.peerreviewed | yes | por |
oaire.citationStartPage | 358 | por |
oaire.citationEndPage | 372 | por |
oaire.citationVolume | 9019 | - |
dc.date.updated | 2018-03-14T11:55:12Z | - |
dc.identifier.doi | 10.1007/978-3-319-15892-1_24 | por |
dc.description.publicationversion | info:eu-repo/semantics/publishedVersion | por |
dc.subject.wos | Science & Technology | - |
sdum.export.identifier | 4491 | - |
sdum.journal | Lecture Notes in Computer Science | - |
sdum.conferencePublication | EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PT II | por |
sdum.bookTitle | EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PT II | - |
Aparece nas coleções: | IPC - Resumos alargados em actas de encontros científicos internacionais com arbitragem |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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Pedro et al. - 2015 - A Model for the Decision-Maker Preferences in a Polymer Extrusion Process.pdf | 510,54 kB | Adobe PDF | Ver/Abrir |