The Use of Automatic Test Data Generation for Genetic Improvement in a Live System

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{Haraldsson:2017:SBST,

• author = "Saemundur Oskar Haraldsson and John R. Woodward and Alexander E. I. Brownlee",
• title = "The Use of Automatic Test Data Generation for Genetic Improvement in a Live System",
• booktitle = "Search-Based Software Testing",
• year = "2017",
• editor = "Juan P. Galeotti and Justyna Petke",
• pages = "28--31",
• address = "Buenos Aires, Argentina",
• month = "22-23 " # may,
• publisher = "IEEE/ACM",
• keywords = "genetic algorithms, genetic programming, genetic improvement, SBSE, Test data generation, Bug fixing, APR, Python",
• isbn13 = "978-1-5386-2789-1",
• URL = "https://www.researchgate.net/publication/315381757_The_Use_of_Automatic_Test_Data_Generation_for_Genetic_Improvement_in_a_Live_System",
• URL = "https://www.researchgate.net/profile/Saemundur_Haraldsson/publication/315381757_The_Use_of_Automatic_Test_Data_Generation_for_Genetic_Improvement_in_a_Live_System/links/58d3abeda6fdccd24d4595d1/The-Use-of-Automatic-Test-Data-Generation-for-Genetic-Improvement-in-a-Live-System.pdf",
• URL = "http://www.human-competitive.org/sites/default/files/haraldsson-text.txt",
• URL = "http://www.human-competitive.org/sites/default/files/haraldsson-paper-1.pdf",
• URL = "http://dl.acm.org/citation.cfm?id=3105433&CFID=952099816&CFTOKEN=74048713",
• video_url = "http://crest.cs.ucl.ac.uk/cow/50/videos/haraldsson_cow50_480p.mp4",
• DOI = "doi:10.1109/SBST.2017.10",
• size = "4 pages",
• abstract = "In this paper we present a bespoke live system in commercial use that has been implemented with self-improving properties. During business hours it provides overview and control for many specialists to simultaneously schedule and observe the rehabilitation process for multiple clients. However in the evening, after the last user logs out, it starts a self-analysis based on the day's recorded interactions and the self-improving process. It uses Search Based Software Testing (SBST) techniques to generate test data for Genetic Improvement (GI) to fix any bugs if exceptions have been recorded. The system has already been under testing for 4 months and demonstrates the effectiveness of simple test data generation and the power of GI for improving live code.",
• notes = "Janus Manager, see also video http://crest.cs.ucl.ac.uk/cow/50/videos/haraldsson_cow50_480p.mp4

  co-located with ICSE 2017 http://sbst2017.lafhis.dc.uba.ar/

  Entered 2017 Humies http://www.human-competitive.org/awards,",

}

Genetic Programming entries for Saemundur Oskar Haraldsson John R Woodward Alexander E I Brownlee

Citations