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SharpSSAT: A Witness-Generating Stochastic Boolean Satisfiability Solver

AAAI 2023 · Learning theory and algorithms › Combinatorial and search optimization · approach: SAT and model counting solvers · 2 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Add clause learning to SharpSSAT (ablation)SharpSSAT · ClauSSat benchmark setsolved instances: 208 -> 218Helped
Add pure-literal detection to SharpSSAT (ablation)SharpSSAT · ClauSSat benchmark setsolved instances: 218 -> 232Helped
Use VSIDS instead of random branching (ablation)SharpSSAT · SharpSSAT benchmark setsolved instances: 215 -> 232Helped
Use VSADS instead of VSIDS branching (ablation)SharpSSAT · SharpSSAT benchmark setsolved instances: 232 -> 232No clear effect
Use SharpSSAT instead of PrimeSSAT solving · ClauSSat benchmark setsolved instances: 177 -> 232Helped
Use SharpSSAT instead of ClauSSatSSAT solving · ClauSSat benchmark setsolved instances: 196 -> 232Helped
Use SharpSSAT instead of DC-SSATSSAT solving · ClauSSat benchmark setsolved instances: 186 -> 232Helped
Use SharpSSAT instead of ElimSSATSSAT solving · ClauSSat benchmark setsolved instances: 226 -> 232Helped
Generate witnesses with SharpSSAT rather than ClauSSatWitness generation · Solved benchmark instanceswitness sizeHelped
Generate witnesses with SharpSSAT rather than ClauSSatWitness generation · Solved benchmark instancesmemory usageHurt

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