期刊
出版社
IEEE
DOI: 10.1109/SBST.2017.10
关键词
Search Based Software Engineering; Test data generation; Bug fixing; Real world application
资金
- EPSRC
- EPSRC [EP/J017515/1] Funding Source: UKRI
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.
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