Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/15122
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dc.contributor.authorOchoa, Gabrielaen_UK
dc.contributor.authorHyde, Matthewen_UK
dc.contributor.authorCurtois, Timen_UK
dc.contributor.authorVazquez-Rodriguez, Jose Antonioen_UK
dc.contributor.authorWalker, Jamesen_UK
dc.contributor.authorGendreau, Michelen_UK
dc.contributor.authorKendall, Grahamen_UK
dc.contributor.authorMcCollum, Barryen_UK
dc.contributor.authorParkes, Andrew Jen_UK
dc.contributor.authorPetrovic, Sanjaen_UK
dc.contributor.authorBurke, Edmunden_UK
dc.contributor.editorHao, J-Ken_UK
dc.contributor.editorMiddendorf, Men_UK
dc.date.accessioned2016-12-02T22:52:28Z-
dc.date.available2016-12-02T22:52:28Z-
dc.date.issued2012en_UK
dc.identifier.urihttp://hdl.handle.net/1893/15122-
dc.description.abstractThis paper presents HyFlex, a software framework for the development of cross-domain search methodologies. The framework features a common software interface for dealing with different combinatorial optimisation problems and provides the algorithm components that are problem specific. In this way, the algorithm designer does not require a detailed knowledge of the problem domains and thus can concentrate his/her efforts on designing adaptive general-purpose optimisation algorithms. Six hard combinatorial problems are fully implemented: maximum satisfiability, one dimensional bin packing, permutation flow shop, personnel scheduling, traveling salesman and vehicle routing. Each domain contains a varied set of instances, including real-world industrial data and an extensive set of state-of-the-art problem specific heuristics and search operators. HyFlex represents a valuable new benchmark of heuristic search generality, with which adaptive cross-domain algorithms are being easily developed and reliably compared.This article serves both as a tutorial and a as survey of the research achievements and publications so far using HyFlex.en_UK
dc.language.isoenen_UK
dc.publisherSpringeren_UK
dc.relationOchoa G, Hyde M, Curtois T, Vazquez-Rodriguez JA, Walker J, Gendreau M, Kendall G, McCollum B, Parkes AJ, Petrovic S & Burke E (2012) HyFlex: A benchmark framework for cross-domain heuristic search. In: Hao J & Middendorf M (eds.) Evolutionary Computation in Combinatorial Optimization 12th European Conference, EvoCOP 2012, Málaga, Spain, April 11-13, 2012. Proceedings. Lecture Notes in Computer Science, Vol. 7245. 12th European Conference, EvoCOP 2012, Málaga, Spain, 11.04.2012-12.04.2012. Amsterdam: Springer, pp. 136-147. http://link.springer.com/chapter/10.1007/978-3-642-29124-1_12en_UK
dc.relation.ispartofseriesLecture Notes in Computer Science, Vol. 7245en_UK
dc.rightsThe publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study.en_UK
dc.rights.urihttp://www.rioxx.net/licenses/under-embargo-all-rights-reserveden_UK
dc.subjectInformation managementen_UK
dc.subjectInformation retrievalen_UK
dc.titleHyFlex: A benchmark framework for cross-domain heuristic searchen_UK
dc.typeConference Paperen_UK
dc.rights.embargodate3000-03-31en_UK
dc.rights.embargoreason[Ochoa et al_HyFlex_2012.pdf] The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work.en_UK
dc.citation.issn0302-9743en_UK
dc.citation.spage136en_UK
dc.citation.epage147en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusVoR - Version of Recorden_UK
dc.identifier.urlhttp://link.springer.com/chapter/10.1007/978-3-642-29124-1_12en_UK
dc.author.emailgabriela.ochoa@stir.ac.uken_UK
dc.citation.btitleEvolutionary Computation in Combinatorial Optimization 12th European Conference, EvoCOP 2012, Málaga, Spain, April 11-13, 2012. Proceedingsen_UK
dc.citation.conferencedates2012-04-11 - 2012-04-12en_UK
dc.citation.conferencelocationMálaga, Spainen_UK
dc.citation.conferencename12th European Conference, EvoCOP 2012en_UK
dc.citation.date30/04/2012en_UK
dc.citation.isbn978-3-642-29123-4en_UK
dc.publisher.addressAmsterdamen_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.contributor.affiliationUniversity of Nottinghamen_UK
dc.contributor.affiliationUniversity of Nottinghamen_UK
dc.contributor.affiliationUniversity of Nottinghamen_UK
dc.contributor.affiliationUniversity of Nottinghamen_UK
dc.contributor.affiliationUniversity of Montrealen_UK
dc.contributor.affiliationUniversity of Nottinghamen_UK
dc.contributor.affiliationQueen's University Belfasten_UK
dc.contributor.affiliationUniversity of Nottinghamen_UK
dc.contributor.affiliationUniversity of Nottinghamen_UK
dc.contributor.affiliationComputing Science and Mathematics - Divisionen_UK
dc.identifier.scopusid2-s2.0-84859153492en_UK
dc.identifier.wtid700018en_UK
dc.contributor.orcid0000-0001-7649-5669en_UK
dcterms.dateAccepted2012-04-30en_UK
dc.date.filedepositdate2013-06-06en_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
rioxxterms.versionVoRen_UK
local.rioxx.authorOchoa, Gabriela|0000-0001-7649-5669en_UK
local.rioxx.authorHyde, Matthew|en_UK
local.rioxx.authorCurtois, Tim|en_UK
local.rioxx.authorVazquez-Rodriguez, Jose Antonio|en_UK
local.rioxx.authorWalker, James|en_UK
local.rioxx.authorGendreau, Michel|en_UK
local.rioxx.authorKendall, Graham|en_UK
local.rioxx.authorMcCollum, Barry|en_UK
local.rioxx.authorParkes, Andrew J|en_UK
local.rioxx.authorPetrovic, Sanja|en_UK
local.rioxx.authorBurke, Edmund|en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.contributorHao, J-K|en_UK
local.rioxx.contributorMiddendorf, M|en_UK
local.rioxx.freetoreaddate3000-03-31en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/under-embargo-all-rights-reserved||en_UK
local.rioxx.filenameOchoa et al_HyFlex_2012.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source978-3-642-29123-4en_UK
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