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sav08:qbf_and_quantifier_elimination [2008/03/10 11:13]
vkuncak
sav08:qbf_and_quantifier_elimination [2008/03/11 16:14]
vkuncak
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 ====== QBF and Quantifier Elimination ====== ====== QBF and Quantifier Elimination ======
  
-Quantified Propositional ​Formulas: syntax and semantics.+===== Quantified Propositional ​Formula Syntax =====
  
-Eliminating quantifiers by expansion:+We extend the definition of formulas with quantifiers $\forall p.F$ and $\exists p.F$ where $p \in V$: 
 +\[\begin{array}{rcl} 
 +   ​F ​ & ::= & V \mid {\it false} \mid {\it true} \mid (F \land F) \mid (F \lor F) \mid (\lnot F) \mid (F \rightarrow F) \mid (F \leftrightarrow F) \\ 
 +      & \mid & \forall V. F\ \mid\ \exists V. F 
 +\end{array} 
 +\] 
 + 
 +===== Eliminating quantifiers by expansion ​===== 
 + 
 +We can apply the following rules to eliminate propositional quantifiers:
 \[ \[
     \exists p. F \ \leadsto subst(\{p \mapsto {\it false}\},F) \lor subst(\{p \mapsto {\it true}\},F)     \exists p. F \ \leadsto subst(\{p \mapsto {\it false}\},F) \lor subst(\{p \mapsto {\it true}\},F)
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 Notion of quantifier elimination applies to other logic as well. Notion of quantifier elimination applies to other logic as well.
  
-A logic has //​quantifier elimination//​ if for every formula in the logic, there exists an equivalent formula without quantifiers.+**Definition:​** ​A logic has //​quantifier elimination//​ if for every formula in the logic, there exists an equivalent formula without quantifiers.
  
-A quantifier elimination algorithm is an algorithm that takes a formula in a logic and converts it into an equivalent formula without quantifiers.+**Definition:​** ​A quantifier elimination algorithm is an algorithm that takes a formula in a logic and converts it into an equivalent formula without quantifiers.
  
-Formula $F$ is valid iff $\forall p_1,​\ldots,​p_n. F$ is true.+**Observation:​** ​Formula $F$ is valid iff $\forall p_1,​\ldots,​p_n. F$ is true.
  
-Formula $F$ is satisfiable iff $\exists p_1,​\ldots,​p_n. F$ is true.+**Observation:​** ​Formula $F$ is satisfiable iff $\exists p_1,​\ldots,​p_n. F$ is true.
  
 In general QBF formulas can have alternations between $\forall$ and $\exists$ quantifiers:​ In general QBF formulas can have alternations between $\forall$ and $\exists$ quantifiers:​
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 \] \]
  
-Note:+===== Quantified Propositional Formula Semantics ===== 
 + 
 +We can similarly provide recursive semantic function definition for propositional logic. 
 + 
 +===== Summary of Computational Complexity of Problems ===== 
   * checking satisfiability of propositional formula $F$ is NP-complete   * checking satisfiability of propositional formula $F$ is NP-complete
   * checking validity of propositional formula $F$ is coNP-complete   * checking validity of propositional formula $F$ is coNP-complete
   * checking truth value of arbitrary QBF formula is PSPACE-complete   * checking truth value of arbitrary QBF formula is PSPACE-complete