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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. Faculty of Natural Sciences. Dataset, Image. http://hdl.handle.net/11667/120 |
| Publisher: | University of Stirling. Faculty of Natural Sciences. |
| 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 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. |
| 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 |
| RMS ID: | 418227 415580 |
| 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 | Size | Format | |
|---|---|---|---|---|
| tcas_ils_comparison_boolean_ops.zip | Contains ILS traces of the TCAS program where comparison and Boolean operators are mutated | 26.98 MB | Unknown | View/Open |
| tcas_ils_comparison_ops.zip | Contains ILS traces of the TCAS program where comparison operators are mutated | 28.82 MB | Unknown | View/Open |
| triangle_ils_comparison_boolean_ops.zip | Contains ILS traces of the triangle program where comparison and Boolean operators are mutated | 32.28 MB | Unknown | View/Open |
| triangle_ils_comparison_ops.zip | Contains ILS traces of the triangle program where comparison operators are mutated | 30.32 MB | Unknown | View/Open |
| triangle_hybrid_comparison_ops.zip | Contains Hybrid GA traces of the triangle program where comparison operators are mutated | 76.23 MB | Unknown | View/Open |
| triangle_hybrid_comparison_boolean_ops.zip | Contains Hybrid GA traces of the triangle program where comparison and Boolean operators are mutated | 97.44 MB | Unknown | View/Open |
| tcas_hybrid_comparison_ops.zip | Contains Hybrid GA traces of the TCAS program where comparison operators are mutated | 61.22 MB | Unknown | View/Open |
| tcas_hybrid_comparison_boolean_ops.zip | Contains Hybrid GA traces of the TCAS program where comparison and Boolean operators are mutated | 107.1 MB | Unknown | View/Open |
| visualisations_ils.pdf | Visualisations of networks obtained using the ILS data | 10.24 MB | Adobe PDF | View/Open |
| README.txt | Information about the structure of the zip files | 566 B | Text | View/Open |
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