Please use this identifier to cite or link to this item: http://hdl.handle.net/11667/120
Appears in Collections:University of Stirling Research Data
Title: Data from 'Visualising the global structure of search landscapes: genetic improvement as a case study'
Creator(s): Veerapen, Nadarajen
Ochoa, Gabriela
Contact Email: nve@cs.stir.ac.uk
Keywords: Local Optima Network
Fitness landscape
Genetic Improvement
Visualisation
Date Available: 6-Jul-2018
Citation: Veerapen, N; Ochoa, G (2018): Data from 'Visualising the global structure of search landscapes: genetic improvement as a case study'. University of Stirling. Dataset, Image. http://hdl.handle.net/11667/120
Publisher: University of Stirling
Dataset Description (Abstract): The 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.
Dataset Description (TOC): The 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 containsĀ 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.
Type: dataset
image
Contract/Grant Title: The Cartography of Computational Search Spaces
DAASE: Dynamic Adaptive Automated Software Engineering
Funder(s): EPSRC - Engineering and Physical Sciences Research Council
Leverhulme Trust
Contract/Grant Number: RPG-2015-395
EP/J017515/1
URI: http://hdl.handle.net/11667/120
Rights: Rights covered by the standard CC-BY 4.0 licence: https://creativecommons.org/licenses/by/4.0/
Affiliation(s) of Dataset Creator(s): University of Stirling (Computing Science - CSM Dept)

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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