Predictive constraint solving and analysis

2020 IEEE/ACM 42nd International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)(2020)

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摘要
We introduce a new idea for enhancing constraint solving engines that drive many analysis and synthesis techniques that are powerful but have high complexity. Our insight is that in many cases the engines are run repeatedly against input constraints that encode problems that are related but of increasing complexity, and domain-specific knowledge can reduce the complexity. Moreover, even for one fo...
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关键词
History-aware analysis,approximate model counting,Korat,SAT
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