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zero_k | 6 months ago

I work on a (once top-of-the-line) SAT solver [1] and a (currently top-of-the-line) model counter [2]. Actually, I am very interested in the part of the rebuttal of "when each constraint has at most two variables, then the constraint satisfaction problem (and even the more difficult problem of counting the number of solutions) can be solved in time less than the lower bound that is claimed" -- in the model counting competition [3] there are actually problems that are binary-clause only, and I have to admit I am having trouble counting them any smarter than I already do normal (i.e. >=3 length clause) problems. Is there some very fun algorithm I'm missing that I could use for only-binary clause solution counting? I have thought about it, but I just... can't come up with anything smarter than compiling it into a d-DNNF form, which most SOTA model counters (and so I as well) do.

[1] https://github.com/msoos/cryptominisat/ [2] https://github.com/meelgroup/ganak/ [3] https://mccompetition.org/

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