- author = "Saemundur O. Haraldsson and John R. Woodward and Alexander E. I. Brownlee and Kristin Siggeirsdottir",
- title = "Fixing Bugs in Your Sleep: How Genetic Improvement Became an Overnight Success",
- booktitle = "GI-2017",
- year = "2017",
- editor = "Justyna Petke and David R. White and W. B. Langdon and Westley Weimer",
- pages = "1513--1520",
- address = "Berlin",
- month = "15-19 " # jul,
- publisher = "ACM",
- note = "Best paper",
- keywords = "genetic algorithms, genetic programming, genetic improvement, Adaptive System, Bug fixing, APR, Python, Test data generation",
- isbn13 = "978-1-4503-4939-0",
-
URL = "
http://geneticimprovementofsoftware.com/wp-content/uploads/2017/05/haraldsson2017_gi_overnight.pdf",
-
URL = "
http://www.human-competitive.org/sites/default/files/haraldsson-text.txt",
-
URL = "http://www.human-competitive.org/sites/default/files/haraldsson-paper-2.pdf",
-
DOI = "
doi:10.1145/3067695.3082517",
- acmid = "3082517",
- size = "8 pages",
- abstract = "We present a bespoke live system in commercial use with self-improving capability. During daytime business hours it provides an 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. It generates test data from the recorded interactions for Genetic Improvement to fix any recorded bugs that have raised exceptions. The system has already been under test for over 6 months and has in that time identified, located, and fixed 22 bugs. No other bugs have been identified by other methods during that time. It demonstrates the effectiveness of simple test data generation and the ability of GI for improving live code.",
-
notes = "Kristin Siggeirsdottir is 10000th GP author.
Janus Rehabilitation Centre.
Entered 2017 Humies http://www.human-competitive.org/awards",
