Discussion
What is the role of restarts in a satisfiability solver?
Answer: D
An unlucky early decision can trap the search for a very long time, and restarting with different heuristics while retaining the learned clauses escapes without losing progress. Clause deletion policies manage memory separately. Combined with learning, restarts turn a heavy tailed runtime into a manageable one. Two mechanisms that are modest alone and transformative together are worth remembering as a pair, since neither explains the improvement by itself.
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