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Johndcook

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Lessons Learned With the Z3 SAT/SMT Solver

  • Optimization problems can be solved faster in Z3 by converting them to decision problems and using bisection search.
  • Using Z3 tactics can significantly speed up the solve process, and training multi-step MCTS might further enhance performance.
  • Z3's strength lies in its broad functionality rather than raw compute performance, but alternative solvers like CVC5 may offer faster solutions.
  • Good problem formulation, preprocessing, and manual constant propagation can greatly impact solver performance.

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