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Please use this identifier to cite or link to this item: http://hdl.handle.net/11667/120
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dc.contributorVeerapen, Nadarajen-
dc.contributor.otherEPSRC - Engineering and Physical Sciences Research Councilen_GB
dc.contributor.otherLeverhulme Trusten_GB
dc.creatorVeerapen, Nadarajen-
dc.creatorOchoa, Gabriela-
dc.date.accessioned2018-07-06T10:33:42Z-
dc.date.available2018-07-06T10:33:42Z-
dc.date.created2018-01-
dc.identifier.urihttp://hdl.handle.net/11667/120-
dc.description.abstractThe dataset contains landscape data and visualisations for "Visualising The Global Structure Of Search Landscapes: Genetic Improvement As A Case Study", N. Veerapen, G. Ochoa. Genetic Programming and Evolvable Machines, 2018. The dataset contains the execution traces of Iterated Local Search (ILS) and Hybrid GA runs on the code of two small programs (Triangle and TCAS) which are incrementally mutated. Visualisations of the networks generated from the execution traces are also included. Dedicated UnZip software is recommended for accessing the dataset, for example, IZArc.en_GB
dc.description.tableofcontentsThe dataset contains landscape data for "Visualising The Global Structure Of Search Landscapes: Genetic Improvement As A Case Study", N. Veerapen, G. Ochoa. Genetic Programming and Evolvable Machines, 2018. The dataset contains the execution traces of Iterated Local Search (ILS) and Hybrid GA runs on the code of two small programs (Triangle and TCAS) which are incrementally mutated. The files are compressed within 8 zip files: 4 for the ILS and 4 for the Hybrid GA. triangle_ils_comparison_ops.zip contains ILS traces of the triangle program where comparison operators are mutated. triangle_ils_comparison_boolean_ops.zip contains ILS traces of the triangle program where comparison and Boolean operators are mutated. tcas_ils_comparison_ops.zip contains ILS traces of the TCAS program where comparison operators are mutated. tcas_comparison_ils_boolean_ops.zip contains ILS traces of the TCAS program where comparison and Boolean operators are mutated. The 4 other zip files follow a similar pattern for the Hybrid GA data. The README.txt file describes the structure of the files within the zip files. Finally, the visualisations_ils.pdf file contains visualisations of the networks produced from the ILS data.en_GB
dc.language.isoengen_GB
dc.publisherUniversity of Stirling. Faculty of Natural Sciences.en_GB
dc.relationVeerapen, N; Ochoa, G (2018): Data from 'Visualising the global structure of search landscapes: genetic improvement as a case study'. University of Stirling. Faculty of Natural Sciences. Dataset, Image. http://hdl.handle.net/11667/120en_GB
dc.relation.isreferencedbyVeerapen, N. and Ochoa, G. (2018) Visualising the Global Structure of Search Landscapes: Genetic Improvement as a Case Study. Genetic Programming and Evolvable Machines, 19 (3, Special Issue: SI), pp. 317-349. https://doi.org/10.1007/s10710-018-9328-1 Available from: http://hdl.handle.net/1893/27485-
dc.rightsRights covered by the standard CC-BY 4.0 licence: https://creativecommons.org/licenses/by/4.0/en_GB
dc.subjectLocal Optima Networken_GB
dc.subjectFitness landscapeen_GB
dc.subjectGenetic Improvementen_GB
dc.subjectVisualisationen_GB
dc.subject.classification::Information and communication technologies::Artificial Intelligence Technologies::Meta Heuristicsen_GB
dc.subject.classification::Information and communication technologies::Artificial Intelligence Technologies::Optimisation (AI)en_GB
dc.subject.classification::Information and communication technologies::Software Engineeringen_GB
dc.titleData from 'Visualising the global structure of search landscapes: genetic improvement as a case study'en_GB
dc.typedataseten_GB
dc.typeimageen_GB
dc.contributor.emailnve@cs.stir.ac.uken_GB
dc.identifier.rmsid418227en_GB
dc.identifier.rmsid415580en_GB
dc.identifier.projectidRPG-2015-395en_GB
dc.identifier.projectidEP/J017515/1en_GB
dc.title.projectThe Cartography of Computational Search Spacesen_GB
dc.title.projectDAASE: Dynamic Adaptive Automated Software Engineeringen_GB
dc.contributor.affiliationUniversity of Stirling (Computing Science - CSM Dept)en_GB
dc.date.publicationyear2018en_GB
Appears in Collections:University of Stirling Research Data

Files in This Item:
File Description SizeFormat 
tcas_ils_comparison_boolean_ops.zipContains ILS traces of the TCAS program where comparison and Boolean operators are mutated26.98 MBUnknownView/Open
tcas_ils_comparison_ops.zipContains ILS traces of the TCAS program where comparison operators are mutated28.82 MBUnknownView/Open
triangle_ils_comparison_boolean_ops.zipContains ILS traces of the triangle program where comparison and Boolean operators are mutated32.28 MBUnknownView/Open
triangle_ils_comparison_ops.zipContains ILS traces of the triangle program where comparison operators are mutated30.32 MBUnknownView/Open
triangle_hybrid_comparison_ops.zipContains Hybrid GA traces of the triangle program where comparison operators are mutated76.23 MBUnknownView/Open
triangle_hybrid_comparison_boolean_ops.zipContains Hybrid GA traces of the triangle program where comparison and Boolean operators are mutated97.44 MBUnknownView/Open
tcas_hybrid_comparison_ops.zipContains Hybrid GA traces of the TCAS program where comparison operators are mutated61.22 MBUnknownView/Open
tcas_hybrid_comparison_boolean_ops.zipContains Hybrid GA traces of the TCAS program where comparison and Boolean operators are mutated107.1 MBUnknownView/Open
visualisations_ils.pdfVisualisations of networks obtained using the ILS data10.24 MBAdobe PDFView/Open
README.txtInformation about the structure of the zip files566 BTextView/Open


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