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Clausal normal form

The clausal normal form is used in logic programming and many theorem proving systems. The procedure to put a formula into clausal form destroys the structure of the formula and often causes exponential blowup in the size of the resulting formula.

The procedure begins with any formula of classical first-order logic:

  1. Put the formula into negation normal form.
  2. Skolemize -- replace existential variables with Skolem constants or Skolem functions of universal variables, from the outside inward. Make the following replacements:
    • Exists x. P(x) becomes P(c), where c is new
    • Forall x. ... Exists y. P(y) becomes Forall x. ... P(f_c(x)), where f_c is new
  3. Remove the quantifiers.
  4. Put the formula into conjunctive normal form.
  5. Replace C1 \wedge ... \wedge Cn with {C1,...,Cn}. Each conjunct is of the form \neg A1 \vee ... \vee \neg Am \vee B1 \vee ... \vee Bn, which is equivalent to ( A1 \wedge ... \wedge Am ) \to ( B1 \vee ... \vee Bn ).
    • If m=0 and n=1, this is a Prolog fact.
    • If m>0 and n=1, this is a Prolog rule.
    • If m>0 and n=0, this is a Prolog query.
  6. Finally, replace each conjunct ( A1 \wedge ... \wedge Am ) \to ( B1 \vee ... \vee Bn ) with \{ A1 \wedge ... \wedge Am \to B1 , A1 \wedge ... \wedge Am \to B2 , ... , A1 \wedge ... \wedge Am \to Bn \}.

When n=1, the logic is called Horn clause logic and is equivalent in computational power to a universal Turing machine.

01-04-2007 01:16:19
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