Mostrar el registro sencillo del ítem

dc.contributor.authorGarcía-Hernández, Laura
dc.contributor.authorSalas-Morera, Lorenzo
dc.contributor.authorCarmona-Muñoz, Carlos
dc.contributor.authorAbraham, A.
dc.contributor.authorSalcedo Sanz, S.
dc.date.accessioned2020-03-26T11:27:07Z
dc.date.available2020-03-26T11:27:07Z
dc.date.issued2020
dc.identifier.urihttp://hdl.handle.net/10396/19835
dc.description.abstractThe Unequal Area Facility Layout Problem (UA-FLP) has been widely analyzed in the literature using several heuristics and meta-heuristics to optimize some qualitative criteria, taking into account different restrictions and constraints. Nevertheless, the subjective opinion of the designer (Decision Maker, DM) has never been considered along with the quantitative criteria and restrictions. This work proposes a novel approach for the UA-FLP based on an Interactive Coral Reefs Optimization (ICRO) algorithm, which combines the simultaneous consideration of both quantitative and qualitative (DM opinion) features. The algorithm implementation is explained in detail, including the way of jointly considering quantitative and qualitative aspects in the fitness function of the problem. The experimental part of the paper illustrates the effect of including qualitative aspects in UA-FLP problems, considering three different hard UA-FLP instances. Empirical results show that the proposed approach is able to incorporate the DM preferences in the obtained layouts, without affecting much to the quantitative part of the solutions.es_ES
dc.format.mimetypeapplication/pdfes_ES
dc.language.isoenges_ES
dc.publisherElsevieres_ES
dc.rightshttps://creativecommons.org/licenses/by-nc-nd/4.0/es_ES
dc.sourceSwarm and Evolutionary Computation 55, 100688 (2020)es_ES
dc.subjectUA-FLPes_ES
dc.subjectCoral Reefs Optimizationes_ES
dc.subjectInteractive algorithmses_ES
dc.subjectBio-inspired algorithmses_ES
dc.titleA novel multi-objective Interactive Coral Reefs Optimization algorithm for the Unequal Area Facility Layout Problemes_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.relation.publisherversionhttps://doi.org/10.1016/j.swevo.2020.100688es_ES
dc.relation.projectIDGobierno de España. TIN2017-85887-C2-2-Pes_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES


Ficheros en el ítem

Thumbnail

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem