Authors
Saemundur O Haraldsson, John R Woodward, Alexander EI Brownlee, Kristin Siggeirsdottir
Publication date
2017/7/15
Book
Proceedings of the Genetic and Evolutionary Computation Conference Companion
Pages
1513-1520
Description
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.
Total citations
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Scholar articles
SO Haraldsson, JR Woodward, AEI Brownlee… - Proceedings of the Genetic and Evolutionary …, 2017