Using cross-entropy for satisfiability
Hana Chockler, Alexander Ivrii, et al.
SAC 2013
We present Finding Related Interesting Events via Neighbor Detection (FRIENDS), a novel approach to assist verification teams with coverage closure. FRIENDS uses formal verification to find the neighboring events of a never-hit, or hard-to-hit, coverage event. The neighbor events of a given target event are defined as those events for which a test hitting them has higher probability of hitting the target event than a test not hitting them. Assuming that some of the neighboring events are easier to hit than the target event itself, this information can be used by the team or by a Coverage Directed Generation (CDG) tool during the coverage closure process.
Hana Chockler, Alexander Ivrii, et al.
SAC 2013
Raviv Gal, Giora Simchoni, et al.
MLCAD 2020
Eldad Haber, Brian Irwin, et al.
ICML 2023
Raviv Gal, Eldad Haber, et al.
Optimization and Engineering