Automated Controlled Experimentation on Software by Evolutionary Bandit Optimization.
Rasmus RosElizabeth BjarnasonPer RunesonPublished in: SSBSE (2017)
Keyphrases
- evolutionary optimization
- optimization algorithm
- software development
- genetic algorithm
- software maintenance
- software developers
- discrete optimization
- hardware design
- software systems
- semi automated
- constrained optimization
- software tools
- software architecture
- computer systems
- source code
- upper bound
- evolutionary search
- automated analysis
- software projects
- software evolution
- software platform
- random sampling
- fully automated
- software components
- online learning
- least squares
- multi objective
- artificial intelligence