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dc.contributor.authorJuan Pérez, Angel Alejandro
dc.contributor.authorRuíz, Rubén
dc.contributor.authorLourenço, Helena R.
dc.contributor.authorMateo Doll, Manuel
dc.contributor.authorIonescu, Dragos
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Matemàtica Aplicada I
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Organització d'Empreses
dc.date.accessioned2013-01-30T13:34:26Z
dc.date.available2013-01-30T13:34:26Z
dc.date.created2010
dc.date.issued2010
dc.identifier.citationJuan, A. [et al.]. A simulation-based approach for solving the flowshop problem. A: Winter Simulation Conference. "Proceedings of the 2010 winter simulation conference". Baltimore, Maryland: 2010, p. 3384-3395.
dc.identifier.isbn978-1-4244-9864-2
dc.identifier.urihttp://hdl.handle.net/2117/17532
dc.description.abstractA simulation-based algorithm for the Permutation Flowshop Sequencing Problem (PFSP) is presented. The algorithm uses Monte Carlo Simulation and a discrete version of the triangular distribution to incorporate a randomness criterion in the classical Nawaz, Enscore, and Ham (NEH) heuristic and starts an iterative process in order to obtain a set of alternative solutions to the PFSP. Thus, a random but biased lo We can then consider several properties per solution other than the makespan, such as balanced idle times among machines, number of completed jobs at a given target time, etc. This allows the decision-maker to consider multiple solution characteristics apart from those defined by the aprioristic objective function. Therefore, our methodology provides flexibility during the sequence selection process, which may help to improve the scheduling process. Several tests have been performed to discuss the effectiveness of this approach. The results obtained so far are promising enough to encourage further developments and improvements on the algorithm and its applications in real-life scenarios. In particular, Multi-Agent Simulation is proposed as a promising technique to be explored in future works.
dc.format.extent12 p.
dc.language.isoeng
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Economia i organització d'empreses::Direcció d'operacions
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa
dc.subject.lcshProduction control
dc.subject.lcshSimulation methods
dc.titleA simulation-based approach for solving the flowshop problem
dc.typeConference lecture
dc.subject.lemacProducció--Control
dc.subject.lemacSimulació, Mètodes de
dc.contributor.groupUniversitat Politècnica de Catalunya. EOLI - Enginyeria d'Organització i Logística Industrial
dc.relation.publisherversionhttp://www.simulation.kiev.ua/doc%5Cconference%5Cwsc%5C2010%5C313.pdf
dc.rights.accessOpen Access
local.identifier.drac11159812
dc.description.versionPostprint (published version)
local.citation.authorJuan, A.; Ruíz, R.; Lourenço, H.; Mateo, M.; Ionescu, D.
local.citation.contributorWinter Simulation Conference
local.citation.pubplaceBaltimore, Maryland
local.citation.publicationNameProceedings of the 2010 winter simulation conference
local.citation.startingPage3384
local.citation.endingPage3395


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