CookBook/Recipes/Sat.thy
author Christian Urban <urbanc@in.tum.de>
Tue, 17 Mar 2009 01:56:29 +0100
changeset 180 9c25418db6f0
parent 127 74846cb0fff9
child 181 5baaabe1ab92
permissions -rw-r--r--
added a recipy about SAT solvers


theory Sat
imports Main "../Base"
begin

section {* SAT Solver\label{rec:sat} *}

text {*
  {\bf Problem:}
  You like to use a SAT solver to find out whether
  an Isabelle formula is satisfiable or not.\smallskip

  {\bf Solution:} Isabelle contains a general interface for 
  a number of external SAT solvers (including ZChaff and Minisat)
  and also contains a simple internal SAT solver that
  is based on the DPLL algorithm.\smallskip

  The SAT solvers expect a propositional formula as input and produce
  a result indicating that the formula is satisfiable, unsatisfiable or
  unknown. The type of the propositional formula is  
  @{ML_type "PropLogic.prop_formula"} with the usual constructors such 
  as @{ML And in PropLogic}, @{ML Or in PropLogic} and so on.

  There is the function  @{ML  PropLogic.prop_formula_of_term}, which
  translates an Isabelle term into a propositional formula. Let
  us illustrate this function with translating the term @{term "A \<and> \<not>A \<or> B"}. 
  Suppose the ML-value
*}

ML{*val (form, tab) = 
       PropLogic.prop_formula_of_term @{term "A \<and> \<not>A \<or> B"}  Termtab.empty*}

text {*
  then the resulting propositional formula @{ML form} is 
  @{ML "Or (And (BoolVar 1, Not (BoolVar 1)), BoolVar 2)" in PropLogic} 
  where indices are assigned  for the propositional variables 
  @{text "A"} and @{text "B"} respectively. This assignment is recorded 
  in the table that is given to the translation function and also returned 
  (appropriately updated) in the result. In the case above the
  input table is empty and the output table is

  @{ML_response_fake [display,gray]
  "Termtab.dest tab"
  "[(Free (\"A\", \"bool\"), 1), (Free (\"B\", \"bool\"), 2)]"}

  A propositional variable is also introduced whenever the translation
  function cannot find an appropriate propositional formula for a term. 
  Given the ML-value
*}

ML{*val (form', tab') = 
       PropLogic.prop_formula_of_term @{term "\<forall>x::nat. P x"}  Termtab.empty*}

text {*
  @{ML form'} is now the propositional variable @{ML "BoolVar 1" in PropLogic} 
  and the table @{ML tab'} is

  @{ML_response_fake [display,gray]
  "map (apfst (Syntax.string_of_term @{context})) (Termtab.dest tab')"
  "(\<forall>x. P x, 1)"}
  
  Having produced a propositional formula, you can call the SAT solvers 
  with the function @{ML "SatSolver.invoke_solver"}. 
  For example

  @{ML_response_fake [display,gray]
  "SatSolver.invoke_solver \"dpll\" form"
  "SatSolver.SATISFIABLE ass"}

  determines that the formula @{ML form} is satisfiable. If we inspect
  the returned function @{text ass}

  @{ML_response [display,gray]
"let
  val SatSolver.SATISFIABLE ass = SatSolver.invoke_solver \"dpll\" form
in 
  (ass 1, ass 2, ass 3)
end"
  "(SOME true, SOME true, NONE)"}

  we obtain a possible assignment for the variables @{text "A"} and @{text "B"}
  that makes the formula satisfiable. 

  If we instead invoke the SAT solver with the string @{text [quotes] "auto"}

  @{ML [display,gray] "SatSolver.invoke_solver \"auto\" form"}

  several external SAT solvers will be tried (if they are installed) and
  the default is the internal SAT solver @{text [quotes] "dpll"}.

  There are also two tactics that make use of the SAT solvers. One 
  is the tactic @{ML sat_tac in sat}. For example 
*}

lemma "True"
apply(tactic {* sat.sat_tac 1 *})
done

text {*
  \begin{readmore} 
  The interface for the external SAT solvers is implemented
  in @{ML_file "HOL/Tools/sat_solver.ML"}. This file contains also a simple
  SAT solver based on the DPLL algorithm. The tactics for SAT solvers are
  implemented in @{ML_file "HOL/Tools/sat_funcs.ML"} Functions concerning
  propositional formulas are implemented in @{ML_file
  "HOL/Tools/prop_logic.ML"}. Tables used in the translation function are
  implemented in @{ML_file "Pure/General/table.ML"}.  
  \end{readmore}
*}


end