{- | Module : Sat Description : Simple SAT solver Copyright : (c) Dimitri Lozeve License : BSD3 Maintainer : Dimitri Lozeve Stability : unstable Portability : portable A simple SAT solver. -} module Sat where import Data.List -- Variables are represented by positive integers type Var = Int -- A literal is either a variable, or the negation of a variable data Lit = Pos Var | Neg Var deriving (Eq, Show) -- A clause is a disjunction of literals, represented by a list of -- literals type Clause = [Lit] -- A formula, represented in its Conjunctive Normal Form (CNF), is a -- conjunction of clauses, represented as a list type CNF = [Clause] -- An assignment is a list of literals. For instance, if an assignment -- contains (Pos 5), it means that in this assignment, the variable 5 -- is assigned to True. type Assignment = [Lit] ---------------------------------------------------------------------- -- General-purpose functions -- Extracts a variable from a literal fromLit :: Lit -> Var fromLit (Pos x) = x fromLit (Neg x) = x -- Tests for positive/negative literals isPos :: Lit -> Bool isPos (Pos _) = True isPos (Neg _) = False isNeg :: Lit -> Bool isNeg = not . isPos ---------------------------------------------------------------------- -- Literal Evaluation -- Negates a literal notLit :: Lit -> Lit notLit (Pos x) = Neg x notLit (Neg x) = Pos x -- Evaluates a CNF by fixing the value of a given literal evalLit :: Lit -> CNF -> CNF evalLit _ [] = [] evalLit lit f = foldr g [] f where g c acc | lit `elem` c = acc | notLit lit `elem` c = (c \\ [notLit lit]):acc | otherwise = c:acc -- Pure Literal rule -- Tests whether a literal is pure, i.e. only appears as positive or -- negative testPureLit :: Lit -> CNF -> Bool testPureLit _ [] = True testPureLit (Pos x) (c:cs) = Neg x `notElem` c && testPureLit (Pos x) cs testPureLit (Neg x) (c:cs) = Pos x `notElem` c && testPureLit (Neg x) cs -- Tests whether a variable appears only as a pure literal testPureVar :: Var -> CNF -> Bool testPureVar x f = testPureLit (Pos x) f || testPureLit (Neg x) f -- Given a pure literal (given as a variable), eliminates all the -- clauses containing it eliminatePure :: Var -> CNF -> CNF eliminatePure _ [] = [] eliminatePure x (c:cs) = if Pos x `elem` c || Neg x `elem` c then eliminatePure x cs else c : eliminatePure x cs -- Returns the set of positive or negative clauses of a formula posLits :: CNF -> [Lit] posLits = nub . filter isPos . concat negLits :: CNF -> [Lit] negLits = nub . filter isNeg . concat -- Returns the set of the pure literals of a formula pureLits :: CNF -> [Lit] pureLits f = (pos \\ map notLit neg) `union` (neg \\ map notLit pos) where pos = posLits f neg = negLits f -- Applies the pure literal rule: removes all clauses containing pure -- literals. The function also takes a preexisting assignment, and -- updates it by appending the value assigned to the eliminated pure -- literals. pureLitRule :: (CNF, Assignment) -> (CNF, Assignment) pureLitRule (f, asst) = (f', asst ++ pures) where pures = pureLits f f' = foldr (eliminatePure . fromLit) f pures -- Unit Propagation -- Evaluates the formula with all the unit clauses given in argument eliminateUnits :: [Lit] -> CNF -> CNF eliminateUnits xs f = foldr evalLit f xs -- Applies the unit propagation rule unitPropagate :: (CNF, Assignment) -> (CNF, Assignment) unitPropagate (f, asst) = let units = concat $ filter (\xs -> length xs == 1) f in case units of [] -> (f, asst) _ -> unitPropagate (eliminateUnits units f, asst `union` units) -- Resolution -- Returns the first common variable between two clauses, if it exists commonVar :: Clause -> Clause -> Maybe Lit commonVar _ [] = Nothing commonVar as (b:bs) = if b `elem` as || notLit b `elem` as then Just b else commonVar as bs -- Applies the resolution rule to two clauses sharing a variable. This -- function does not test whether the literals are of different sign. resolve :: Clause -> Clause -> Maybe Clause resolve a b = do x <- commonVar a b return $ (a \\ [x, notLit x]) `union` (b \\ [x, notLit x]) -- Given a formula and a clause, returns a clause which can be reduced -- with the first one by applying the resolution rule. findMatchingClause :: CNF -> Clause -> Maybe Clause findMatchingClause _ [] = Nothing findMatchingClause f (x:xs) = case find (elem $ notLit x) f of Nothing -> findMatchingClause f xs Just c -> Just c -- Returns a two clauses suitable for the resolution rule, if -- possible. findMatchingPair :: CNF -> Maybe (Clause, Clause) findMatchingPair [] = Nothing findMatchingPair (c:cs) = case findMatchingClause cs c of Nothing -> findMatchingPair cs Just d -> Just (c, d) ---------------------------------------------------------------------- -- Examples for testing purposes test1 :: CNF test1 = [[Neg 1, Pos 2], [Pos 3, Neg 2], [Pos 4, Neg 5], [Pos 5, Neg 4]] test2 :: CNF test2 = [[Pos 1], [Neg 1, Pos 4], [Neg 1, Pos 4]]