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sav08:small_solutions_for_quantifier-free_presburger_arithmetic [2009/04/23 10:36]
vkuncak
sav08:small_solutions_for_quantifier-free_presburger_arithmetic [2009/04/23 10:40]
vkuncak
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 Each QFPA formula can be reduced to a disjunction of linear integer inequations. Each QFPA formula can be reduced to a disjunction of linear integer inequations.
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 Proof uses duality in integer linear programming and is given here: Proof uses duality in integer linear programming and is given here:
   * [[http://​doi.acm.org/​10.1145/​322276.322287|On the complexity of integer programming]],​ {{:​papadimitriou81complexityintegerprogramming.pdf|pdf}}   * [[http://​doi.acm.org/​10.1145/​322276.322287|On the complexity of integer programming]],​ {{:​papadimitriou81complexityintegerprogramming.pdf|pdf}}
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 +Consequence:​ it suffices to search for those solutions whose variables denote integers with the number of bits bounded by:
 +\[
 +   \log (n(ma)^{2m+1}) = (2m+1) (\log(ma)) + \log n
 +\]
 +here
 +  * $a$ is the maximum of values of integers occuring in the problem
 +  * $m$ is number of constraints
 +  * $n$ is number of variables
 +
  
 ===== Extending Theorem to QFPA ===== ===== Extending Theorem to QFPA =====
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 We therefore obtain a "small model theorem":​ if there are solutions, there are "​small"​ solutions. ​ In this case, small means "​polynomially many bits". We therefore obtain a "small model theorem":​ if there are solutions, there are "​small"​ solutions. ​ In this case, small means "​polynomially many bits".
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 +We obtain a **polynomial-time reduction** from **quantifier-free Presburger arithmetic** to **SAT**.
  
 ===== Reduction to SAT ===== ===== Reduction to SAT =====