Matches in SemOpenAlex for { <https://semopenalex.org/work/W156727874> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W156727874 endingPage "52" @default.
- W156727874 startingPage "43" @default.
- W156727874 abstract "A multiobjective optimization system based on both subjective and objective information for assisting facility layout design is proposed on this contribution. A data set is constructed based on the expert evaluation of some facility layouts generated by an interactive genetic algorithm. This dataset is used for training a classification algorithm which produces a model of user subjective preferences over the layout designs. The evaluation model obtained is integrated into a multi-objective optimization algorithm as an objective together with reducing material flow cost. In this way, the algorithm exploits the search space in order to obtain a satisfactory set of plant layouts. The proposal is applied on a design problem case where the classification algorithm demonstrated that it could fairly learn the user preferences, as the model obtained worked well guiding the search and finding good solutions, which are better in term of user evaluation with almost the same material flow cost.KeywordsPareto FrontMultiobjective OptimizationUser EvaluationUser PreferenceOrdinal RegressionThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves." @default.
- W156727874 created "2016-06-24" @default.
- W156727874 creator A5010053591 @default.
- W156727874 creator A5010146971 @default.
- W156727874 creator A5065093980 @default.
- W156727874 creator A5077640437 @default.
- W156727874 creator A5086980043 @default.
- W156727874 date "2013-01-01" @default.
- W156727874 modified "2023-10-18" @default.
- W156727874 title "A System Learning User Preferences for Multiobjective Optimization of Facility Layouts" @default.
- W156727874 cites W1563088657 @default.
- W156727874 cites W1881490887 @default.
- W156727874 cites W1973862684 @default.
- W156727874 cites W1984297012 @default.
- W156727874 cites W1997855593 @default.
- W156727874 cites W2000751134 @default.
- W156727874 cites W2019723345 @default.
- W156727874 cites W2067448372 @default.
- W156727874 cites W2080430588 @default.
- W156727874 cites W2088801479 @default.
- W156727874 cites W2089018504 @default.
- W156727874 cites W2147232804 @default.
- W156727874 cites W2167159964 @default.
- W156727874 cites W2234651527 @default.
- W156727874 cites W4301861531 @default.
- W156727874 doi "https://doi.org/10.1007/978-3-642-32922-7_5" @default.
- W156727874 hasPublicationYear "2013" @default.
- W156727874 type Work @default.
- W156727874 sameAs 156727874 @default.
- W156727874 citedByCount "0" @default.
- W156727874 crossrefType "book-chapter" @default.
- W156727874 hasAuthorship W156727874A5010053591 @default.
- W156727874 hasAuthorship W156727874A5010146971 @default.
- W156727874 hasAuthorship W156727874A5065093980 @default.
- W156727874 hasAuthorship W156727874A5077640437 @default.
- W156727874 hasAuthorship W156727874A5086980043 @default.
- W156727874 hasConcept C111919701 @default.
- W156727874 hasConcept C119857082 @default.
- W156727874 hasConcept C124101348 @default.
- W156727874 hasConcept C126255220 @default.
- W156727874 hasConcept C154945302 @default.
- W156727874 hasConcept C165696696 @default.
- W156727874 hasConcept C177264268 @default.
- W156727874 hasConcept C199360897 @default.
- W156727874 hasConcept C33923547 @default.
- W156727874 hasConcept C38652104 @default.
- W156727874 hasConcept C41008148 @default.
- W156727874 hasConcept C68781425 @default.
- W156727874 hasConcept C8880873 @default.
- W156727874 hasConcept C98045186 @default.
- W156727874 hasConceptScore W156727874C111919701 @default.
- W156727874 hasConceptScore W156727874C119857082 @default.
- W156727874 hasConceptScore W156727874C124101348 @default.
- W156727874 hasConceptScore W156727874C126255220 @default.
- W156727874 hasConceptScore W156727874C154945302 @default.
- W156727874 hasConceptScore W156727874C165696696 @default.
- W156727874 hasConceptScore W156727874C177264268 @default.
- W156727874 hasConceptScore W156727874C199360897 @default.
- W156727874 hasConceptScore W156727874C33923547 @default.
- W156727874 hasConceptScore W156727874C38652104 @default.
- W156727874 hasConceptScore W156727874C41008148 @default.
- W156727874 hasConceptScore W156727874C68781425 @default.
- W156727874 hasConceptScore W156727874C8880873 @default.
- W156727874 hasConceptScore W156727874C98045186 @default.
- W156727874 hasLocation W1567278741 @default.
- W156727874 hasOpenAccess W156727874 @default.
- W156727874 hasPrimaryLocation W1567278741 @default.
- W156727874 hasRelatedWork W1977938613 @default.
- W156727874 hasRelatedWork W2082323286 @default.
- W156727874 hasRelatedWork W2085657214 @default.
- W156727874 hasRelatedWork W2145877535 @default.
- W156727874 hasRelatedWork W2997849647 @default.
- W156727874 hasRelatedWork W3050579520 @default.
- W156727874 hasRelatedWork W3200296590 @default.
- W156727874 hasRelatedWork W3215619686 @default.
- W156727874 hasRelatedWork W71054027 @default.
- W156727874 hasRelatedWork W3151104768 @default.
- W156727874 isParatext "false" @default.
- W156727874 isRetracted "false" @default.
- W156727874 magId "156727874" @default.
- W156727874 workType "book-chapter" @default.