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Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/24061
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dc.contributor.authorVeerapen, Nadarajenen_UK
dc.contributor.authorOchoa, Gabrielaen_UK
dc.contributor.authorTinós, Renatoen_UK
dc.contributor.authorWhitley, Darrellen_UK
dc.contributor.editorHandl, Jen_UK
dc.contributor.editorHart, Een_UK
dc.contributor.editorLewis, PRen_UK
dc.contributor.editorLopez-Ibanez, Men_UK
dc.contributor.editorOchoa, Gen_UK
dc.contributor.editorPaechter, Ben_UK
dc.date.accessioned2017-11-10T01:46:55Z-
dc.date.available2017-11-10T01:46:55Z-
dc.date.issued2016-08-31en_UK
dc.identifier.urihttp://hdl.handle.net/1893/24061-
dc.description.abstractLocal optima networks are a compact representation of fitness landscapes that can be used for analysis and visualisation. This paper provides the first analysis of the Asymmetric Travelling Salesman Problem using local optima networks. These are generated by sampling the search space by recording the progress of an existing evolutionary algorithm based on the Generalised Asymmetric Partition Crossover. They are compared to networks sampled through the Chained Lin-Kernighan heuristic across 25 instances. Structural differences and similarities are identified, as well as examples where crossover smooths the landscape.en_UK
dc.language.isoenen_UK
dc.publisherSpringeren_UK
dc.relationVeerapen N, Ochoa G, Tinós R & Whitley D (2016) Tunnelling Crossover Networks for the Asymmetric TSP. In: Handl J, Hart E, Lewis P, Lopez-Ibanez M, Ochoa G & Paechter B (eds.) Parallel Problem Solving from Nature – PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Lecture Notes in Computer Science, 9921. PPSN2016 - 14th International Conference on Parallel Problem Solving from Nature, Edinburgh, 17.09.2016-21.09.2016. Cham, Switzerland: Springer, pp. 994-1003. https://doi.org/10.1007/978-3-319-45823-6_93en_UK
dc.relation.ispartofseriesLecture Notes in Computer Science, 9921en_UK
dc.relation.urihttp://hdl.handle.net/11667/75en_UK
dc.rightsPublisher policy allows this work to be made available in this repository. This chapter appears in Parallel Problem Solving from Nature – PPSN XIV, Volume 9921 of the series Lecture Notes in Computer Science pp 994-1003. The original publication is available at http://link.springer.com/chapter/10.1007%2F978-3-319-45823-6_93en_UK
dc.subjectFitness Landscapeen_UK
dc.subjectLocal Optima Networken_UK
dc.subjectAsymmetric Travelling Salesman Problemen_UK
dc.subjectEvolutionary Algorithmen_UK
dc.subjectPartition Crossoveren_UK
dc.subjectLocal Searchen_UK
dc.titleTunnelling Crossover Networks for the Asymmetric TSPen_UK
dc.typeConference Paperen_UK
dc.identifier.doi10.1007/978-3-319-45823-6_93en_UK
dc.citation.issn0302-9743en_UK
dc.citation.spage994en_UK
dc.citation.epage1003en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusAM - Accepted Manuscripten_UK
dc.contributor.funderEngineering and Physical Sciences Research Councilen_UK
dc.contributor.funderThe Leverhulme Trusten_UK
dc.author.emailnve@cs.stir.ac.uken_UK
dc.citation.btitleParallel Problem Solving from Nature – PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedingsen_UK
dc.citation.conferencedates2016-09-17 - 2016-09-21en_UK
dc.citation.conferencelocationEdinburghen_UK
dc.citation.conferencenamePPSN2016 - 14th International Conference on Parallel Problem Solving from Natureen_UK
dc.citation.date30/09/2016en_UK
dc.citation.isbn978-3-319-45822-9en_UK
dc.citation.isbn978-3-319-45823-6en_UK
dc.publisher.addressCham, Switzerlanden_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.contributor.affiliationUniversity of Sao Pauloen_UK
dc.contributor.affiliationColorado State Universityen_UK
dc.identifier.isiWOS:000387962100093en_UK
dc.identifier.scopusid2-s2.0-84988473912en_UK
dc.identifier.wtid568964en_UK
dc.contributor.orcid0000-0003-3699-1080en_UK
dc.contributor.orcid0000-0001-7649-5669en_UK
dc.date.accepted2016-05-30en_UK
dcterms.dateAccepted2016-05-30en_UK
dc.date.filedepositdate2016-06-22en_UK
dc.relation.funderprojectThe Cartography of Computational Search Spacesen_UK
dc.relation.funderprojectDAASE: Dynamic Adaptive Automated Software Engineeringen_UK
dc.relation.funderrefRPG-2015-395en_UK
dc.relation.funderrefEP/J017515/1en_UK
rioxxterms.apcnot requireden_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
rioxxterms.versionAMen_UK
local.rioxx.authorVeerapen, Nadarajen|0000-0003-3699-1080en_UK
local.rioxx.authorOchoa, Gabriela|0000-0001-7649-5669en_UK
local.rioxx.authorTinós, Renato|en_UK
local.rioxx.authorWhitley, Darrell|en_UK
local.rioxx.projectRPG-2015-395|The Leverhulme Trust|en_UK
local.rioxx.projectEP/J017515/1|Engineering and Physical Sciences Research Council|http://dx.doi.org/10.13039/501100000266en_UK
local.rioxx.contributorHandl, J|en_UK
local.rioxx.contributorHart, E|en_UK
local.rioxx.contributorLewis, PR|en_UK
local.rioxx.contributorLopez-Ibanez, M|en_UK
local.rioxx.contributorOchoa, G|en_UK
local.rioxx.contributorPaechter, B|en_UK
local.rioxx.freetoreaddate2016-08-31en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/under-embargo-all-rights-reserved||2016-08-31en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/all-rights-reserved|2016-08-31|en_UK
local.rioxx.filenametunnelling-crossover-networks (4).pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source978-3-319-45823-6en_UK
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