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by tradedash
2979 days ago
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That's not my understanding of the NP domain. Take Prime Factorization for example. Which isn't even NP-complete, or Sudoku which is NP-complete. Both of these problems can be made really hard by changing 1 small variable, size. Edit: I understand that your argument is about the average case and not the worst case. |
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Regarding Sudoku, my hunch is that there is a critical density of numbers where random problems are harder than average. That's the case for SAT, there is a phase transition on the number of variables per clause where above a critical value almost all instances are not satisfiable and below the threshold almost all instances are. Instances right at the threshold tend to be hard for our current solvers.