Algorithm selection for software validation based on graph kernels
Algorithm selection is the task of choosing an algorithm from a given set of candidate
algorithms when faced with a particular problem instance. Algorithm selection via machine
learning (ML) has recently been successfully applied for various problem classes, including
computationally hard problems such as SAT. In this paper, we study algorithm selection for
software validation, ie, the task of choosing a software validation tool for a given validation
instance. A validation instance consists of a program plus properties to be checked on it. The …
algorithms when faced with a particular problem instance. Algorithm selection via machine
learning (ML) has recently been successfully applied for various problem classes, including
computationally hard problems such as SAT. In this paper, we study algorithm selection for
software validation, ie, the task of choosing a software validation tool for a given validation
instance. A validation instance consists of a program plus properties to be checked on it. The …
[CITATION][C] Algorithm selection for software validation based on graph kernels. JASE 27 (1), 153–186 (2020)
C Richter, E Hüllermeier, M Jakobs, H Wehrheim
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