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How hard is counting the number of solutions?

2 votes
0 answers
41 views

Heuristics for exact #3COLORING close to the 3-colorability threshold

What are some fast heuristics for exactly counting 3-colorings of graphs close to or at the 3-colorability threshold? Is there literature on the average-case performance for any of these methods?
delete000's user avatar
  • 848
6 votes
0 answers
131 views

Counting on grid graphs

Are there problems defined on graphs, such as counting 2-factors, Hamiltonian cycles, connected spanning subgraphs etc., that are in $\#P$ and remain hard for grid graphs? Since there seem to be multi …
delete000's user avatar
  • 848
8 votes
1 answer
307 views

How to benchmark #2-SAT counting algorithms?

Are there any libraries of #2-SAT instances that are hard to solve with state-of-the-art exact solvers (sharpSAT, cachet, ...)? Alternatively: are there practical ways to generate hard #2-SAT instanc …
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  • 848
0 votes
0 answers
96 views

Given $n\times n$ matrix $A$ with integer entries, find #$k$SAT formula that yields $\mathrm...

For each #$k$SAT instance one can build a matrix $A$ such that $\mathrm{perm}(A) = F(\Sigma)$, where $\Sigma$ is the solution count of the $k$SAT formula and $F$ an easy to invert function. My questi …
delete000's user avatar
  • 848
1 vote
1 answer
399 views

Count satisfying assignments of CNF formulas over all possible negation assignments

Consider the set of all CNF instances that can be generated by adding negations to a single monotone CNF instance. How hard is it to compute the sum of the counts of satisfying assignments for the set …
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  • 848
5 votes
1 answer
222 views

Hashing-based vs almost uniform sampling-based approximate counting

Corollary 3.6 in the UniqueSAT paper by Valiant and Vazirani [1] states: For any $\varepsilon > 0$ there is a randomized polynomial-time TM with a SAT oracle, which given a SAT formula $f$ outputs a …
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  • 848
2 votes

What is the fastest algorithm for computing exact network reliability?

This paper shows an exact mapping from reliability to exact model counting. From that point on, exact counters (like miniC2D) can be used to compute reliability. Not sure if useful runtime bounds exis …
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  • 848
2 votes
0 answers
61 views

Interesting counting problems with polynomially many solutions

Commonly occurring #P problems (e.g., #SAT) are often studied in the regime where instances with $n$ Boolean variables have $2^{\Theta(n)}$ solutions, in part because instances with $O(1)$ solutions c …
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  • 848