DebugNS: Novelty Search for Finding Bugs in Simulators

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Griffin:2023:GI,

• author = "David Griffin and Susan Stepney and Ian Vidamour",
• title = "{DebugNS}: Novelty Search for Finding Bugs in Simulators",
• booktitle = "12th International Workshop on Genetic Improvement @ICSE 2023",
• year = "2023",
• editor = "Vesna Nowack and Markus Wagner and Gabin An and Aymeric Blot and Justyna Petke",
• pages = "17--18",
• address = "Melbourne, Australia",
• month = "20 " # may,
• publisher = "IEEE",
• keywords = "genetic algorithms, genetic programming, Genetic Improvement, Novelty search, debugging, simulation",
• isbn13 = "979-8-3503-1232-4",
• URL = "http://gpbib.cs.ucl.ac.uk/gi2023/Griffin_2023_GI.pdf",
• DOI = "doi:10.1109/GI59320.2023.00012",
• slides_url = "http://gpbib.cs.ucl.ac.uk/gi2023/DebugNS.pdf",
• video_url = "http://gpbib.cs.ucl.ac.uk/gi2023/DebugNS.mp4",
• video_url = "https://www.youtube.com/watch?v=NkLaQGA847s&list=PLI8fiFpB7BoJLh6cUpGBjyeB1hM9DET1V&index=4",
• size = "2 pages",
• abstract = "Novelty search is used to find a range of novel behaviours in a system. Software bugs are behaviours that are a) unexpected and b) incorrect. As the intersection between ``novel'' and ``unexpected'' is non-empty, here we overview how novelty search can be employed to find bugs in simulation software. We give an example of this approach applied to the RingSim simulator.",
• notes = "GI @ ICSE 2023, part of \cite{Nowack:2023:GI}",

}

Genetic Programming entries for David Griffin Susan Stepney Ian Vidamour

Citations