packages feed

satchmo (empty) → 1.0

raw patch · 19 files changed

+1283/−0 lines, 19 filesdep +arraydep +basedep +containerssetup-changed

Dependencies added: array, base, containers, mtl, process

Files

+ Satchmo/Binary.hs view
@@ -0,0 +1,128 @@+{-# language MultiParamTypeClasses #-}++module Satchmo.Binary ++( Number, width, number, fixed+, add, times+, equals+)++where++import Prelude hiding ( and, or, not )++import qualified Satchmo.Code as C+import Satchmo.Boolean+import Satchmo.Counting++type Booleans = [ Boolean ]++data Number = Number +            { encode :: Booleans -- lsb first+            , decode :: C.Decoder Integer+            }++instance C.Decode Number Integer where+    decode = decode++width :: Number -> Int+width n = length $ encode n++-- | declare a number variable (bit width)+number :: Int -> SAT Number+number w = do+    xs <- sequence $ replicate w boolean+    return $ make xs++make :: [ Boolean ] -> Number+make xs = Number+           { encode = xs+           , decode = do ys <- mapM C.decode xs ; return $ fromBinary ys+           }++fromBinary :: [ Bool ] -> Integer+fromBinary xs = foldr ( \ x y -> 2*y + if x then 1 else 0 ) 0 xs++toBinary :: Int -> Integer -> [ Bool ]+toBinary 0 0 = []+toBinary b n | b > 0 = +    let (d,m) = divMod n 2+    in  toEnum ( fromIntegral m ) : toBinary (b-1) d++-- | declare a number constant (bit width, value)+fixed :: Int -> Integer -> SAT Number+fixed b n = do+    xs <- mapM constant $ toBinary b n+    return $ make xs++-- | result width is 1 + largest argument width+add :: Number -> Number -> SAT Number+add ( Number { encode = xs } ) ( Number { encode = ys } ) = do+    false <- constant False+    ( zs, carry ) <- add_with_carry false xs ys+    return $ make $ zs ++ [carry]++-- | result width is largest argument width+-- if overflow, then unsatisfiable+restricted_add :: Number -> Number -> SAT Number +restricted_add a b = do+    c <- add a b+    restricted ( max (width a) (width b)) c++-- | give only lower k bits, upper bits must be zero,+-- (else unsatisfiable)+restricted :: Int -> Number -> SAT Number+restricted w ( Number { encode = xs } ) = do+    let ( low, high ) = splitAt w xs+    sequence $ do x <- high ; return $ assert [ not x ]+    return $ make low++-- | result has max length of both inputs+add_with_carry :: Boolean +               -> Booleans -> Booleans+               -> SAT ( Booleans, Boolean )+add_with_carry cin [] [] = return ( [], cin )+add_with_carry cin (x:xs) [] = do+    z <- xor [ cin, x ]+    c <- and [ cin, x ]+    ( zs, cout ) <- add_with_carry c xs []+    return ( z : zs, cout )+add_with_carry cin [] (y:ys) = do+    add_with_carry cin (y:ys) []+add_with_carry cin (x:xs ) (y:ys) = do+    z  <- xor [ cin, x, y ]+    c <- atleast 2 [ cin, x, y ]+    ( zs, cout ) <- add_with_carry c xs ys+    return ( z : zs, cout )++times :: Number -> Number -> SAT Number+times ( Number { encode = [x] } ) ys = times1 x ys+times ( Number { encode = x:xs } ) ys = do+    xys  <- times1 x ys+    xsys <- times (make xs) ys+    zs <- shift xsys+    add xys zs++-- | multiply by 2+shift :: Number -> SAT Number+shift ( Number { encode = xs } ) = do+    false <- constant False +    return $ make $ false : xs++times1 :: Boolean -> Number -> SAT Number+times1 x ( Number { encode = ys } ) = do+    zs <- mapM ( \ y -> and [x,y] ) ys+    return $ make zs++equals :: Number -> Number -> SAT Boolean+equals ( Number { encode = xs } ) ( Number { encode = ys } ) = do+    equals' xs ys++equals' :: Booleans -> Booleans -> SAT Boolean+equals' [] [] = constant True+equals' (x:xs) (y:ys) = do+    z <- xor [x, y]+    rest <- equals' xs ys+    and [ not z, rest ]+equals' xs [] = and $ map not xs+equals' [] ys = and $ map not ys
+ Satchmo/Boolean.hs view
@@ -0,0 +1,14 @@+module Satchmo.Boolean ++( SAT+, module Satchmo.Boolean.Data+, module Satchmo.Boolean.Op+) ++where++import qualified Prelude++import Satchmo.Internal+import Satchmo.Boolean.Data+import Satchmo.Boolean.Op
+ Satchmo/Boolean/Data.hs view
@@ -0,0 +1,73 @@+{-# language MultiParamTypeClasses #-}++module Satchmo.Boolean.Data ++( Boolean, boolean, constant+, not, assert, monadic+)++where++import Prelude hiding ( not )+import qualified Prelude++import qualified Satchmo.Code as C++import Satchmo.Data +import Satchmo.Internal++import Data.Map ( Map )+import qualified Data.Map as M+import Data.Maybe ( fromJust )+import Data.List ( partition )++import Control.Monad.Reader++data Boolean = Boolean+             { encode :: Literal+             , decode :: C.Decoder Bool+             }+     | Constant { value :: Bool }++isConstant :: Boolean -> Bool+isConstant ( Constant {} ) = True+isConstant _ = False++instance C.Decode Boolean Bool where +    decode b = case b of+        Boolean {} -> decode b+        Constant {} -> return $ value b++boolean :: SAT Boolean+boolean = do+    x <- fresh+    return $ Boolean +           { encode = x+           , decode = asks $ \ fm -> fromJust $ M.lookup x fm+           }++constant :: Bool -> SAT Boolean+constant v = do+    return $ Constant { value = v } ++not :: Boolean -> Boolean+not b = case b of+    Boolean {} -> Boolean +      { encode = nicht $ encode b+      , decode = do x <- decode b ; return $ Prelude.not x+      }+    Constant {} -> Constant { value = Prelude.not $ value b }++assert :: [ Boolean ] -> SAT ()+assert bs = do+    let ( con, uncon ) = partition isConstant bs+    let cval = Prelude.or $ map value con+    when ( Prelude.not cval ) $ emit $ clause $ map encode uncon++monadic :: Monad m+        => ( [ a ] -> m b )+        -> ( [ m a ] -> m b )+monadic f ms = do+    xs <- sequence ms+    f xs+
+ Satchmo/Boolean/Op.hs view
@@ -0,0 +1,41 @@+module Satchmo.Boolean.Op ++( constant+, and, or, xor+, monadic+)++where++import Prelude hiding ( and, or, not )++import Satchmo.Internal+import Satchmo.Code+import Satchmo.Boolean.Data++and :: [ Boolean ] -> SAT Boolean+and xs = do+    y <- boolean+    sequence $ do+        x <- xs+        return $ assert [ not y, x ]+    assert $ y : map not xs+    return y++or :: [ Boolean ] -> SAT Boolean+or xs = do+    y <- and $ map not xs+    return $ not y++xor :: [ Boolean ] -> SAT Boolean+xor [x] = return x+xor (x : xs) = do+    rest <- xor xs+    xor2 x rest++xor2 :: Boolean -> Boolean -> SAT Boolean+xor2 x y = do+    a <- and [ x, not y ]+    b <- and [ not x, y ]+    or [ a, b ]+
+ Satchmo/Code.hs view
@@ -0,0 +1,39 @@+{-# language MultiParamTypeClasses, FunctionalDependencies, UndecidableInstances #-}++module Satchmo.Code ++( Decode (..)+, Decoder+)++where++import Satchmo.Data+++import Data.Map ( Map )+import qualified Data.Map as M+import Data.Array++import Control.Monad.Reader+++class Decode c a | c -> a where decode :: c -> Decoder a++type Decoder a = Reader ( Map Literal Bool ) a+++instance ( Decode c a, Decode d b ) => Decode ( c,d) (a,b) where+    decode (c,d) = do a <- decode c; b <- decode d; return ( a,b)++instance ( Decode c a ) => Decode [c] [a] where+    decode = mapM decode ++instance (Ix i, Decode c a) => Decode ( Array i c) ( Array i a ) where+    decode x = do+        pairs <- sequence $ do+            (i,e) <- assocs x+            return $ do+                f <- decode e+                return (i,f)+        return $ array (bounds x) pairs
+ Satchmo/Counting.hs view
@@ -0,0 +1,73 @@+module Satchmo.Counting ++( atleast+, atmost+, exactly+)++where++import Prelude hiding ( and, or, not )++import Satchmo.Boolean++atleast_block :: Int -> [ Boolean ] -> SAT [ Boolean ]+atleast_block k [] = do+    t <- constant True+    f <- constant False+    return $ t : replicate k f+atleast_block k (x:xs) = do+    cs <- atleast_block k xs+    sequence $ do+        i <- [ 0 .. k ]+        return $ if i == 0 then return $ cs !! 0+                 else do+                     p <- and [ x, cs !! (i-1) ]+                     or [ cs !! i, p ]++atleast :: Int -> [ Boolean ] -> SAT Boolean+atleast k xs = do+    cs <- atleast_block k xs+    return $ cs !! k+        ++atmost_block :: Int -> [ Boolean ] -> SAT [ Boolean ]+atmost_block k [] = do+    t <- constant $ True+    return $ replicate (k+1) t+atmost_block k (x:xs) = do+    cs <- atmost_block k xs+    sequence $ do+        i <- [ 0 .. k ]+        return $ do+            f <- constant False+            p <- and [ x, if i > 0 then cs !! (i-1) else f ]+            q <- and [ not x, cs !! i ]+            or [ p, q ]++atmost :: Int -> [ Boolean ] -> SAT Boolean+atmost k xs = do+    cs <- atmost_block k xs+    return $ cs !! k+        ++exactly_block :: Int -> [ Boolean ] -> SAT [ Boolean ]+exactly_block k [] = do+    t <- constant True+    f <- constant False+    return $ t : replicate k f+exactly_block k (x:xs) = do+    cs <- exactly_block k xs+    sequence $ do+        i <- [ 0 .. k ]+        return $ do+            f <- constant False+            p <- and [ x, if i > 0 then cs !! (i-1) else f ]+            q <- and [ not x, cs !! i ]+            or [ p, q ]++exactly :: Int -> [ Boolean ] -> SAT Boolean+exactly k xs = do+    cs <- exactly_block k xs+    return $ cs !! k+        
+ Satchmo/Data.hs view
@@ -0,0 +1,42 @@+module Satchmo.Data ++( CNF, cnf, clauses+, Clause, clause, literals+, Literal, literal, nicht+)++where++import Control.Monad.State.Strict++data CNF     = CNF { clauses :: [ Clause  ] }++instance Show CNF where+    show ( CNF cs ) = unlines $ map show cs++cnf :: [ Clause ] -> CNF+cnf cs = CNF cs+++data Clause  = Clause { literals :: [ Literal ] }++instance Show Clause where+    show ( Clause xs ) = unwords ( map show xs ++ [ "0" ] )++clause :: [ Literal ] -> Clause+clause ls = Clause { literals = ls }+++data Literal = Literal Int +    deriving ( Eq, Ord )++instance Show Literal where +    show ( Literal i ) = show i++literal :: Int -> Literal+literal i | i /= 0 = Literal i+++nicht :: Literal -> Literal+nicht ( Literal i ) = Literal $ negate i+
+ Satchmo/Internal.hs view
@@ -0,0 +1,50 @@+module Satchmo.Internal ++( SAT+, fresh, emit+, sat+)++where++import Satchmo.Data++import Control.Monad.State.Strict+import Control.Monad.Writer.Strict++data Accu = Accu +          { next :: ! Int+          , size :: ! Int+          }++start :: Accu+start = Accu +      { next = 1+      , size = 0+      }++type SAT a = WriterT [ Clause ] (State Accu) a++sat :: SAT a -> ( String, a )+sat m = +    let ~( ~(a,w), accu) = runState ( runWriterT m ) start+    in  ( unlines $ unwords [ "p", "cnf", show ( next accu - 1), show ( size accu ) ]+                    : map show w+        , a+        )+    +fresh :: SAT Literal+fresh = do+    a <- get+    put $ a { next = next a + 1 }+    return $ literal $ next a++emit :: Clause -> SAT ()+emit clause = do+    a <- get+    tell [ clause ]+    put $ a +        { size = size a + 1 +        }++
+ Satchmo/Solve.hs view
@@ -0,0 +1,49 @@+module Satchmo.Solve++( solve+, Decoder+)++where++import Satchmo.Data+import Satchmo.Code+import Satchmo.Internal++import Data.Map ( Map )+import qualified Data.Map as M++import Control.Monad.State+import Control.Monad.Reader+import System.Process+++solve :: SAT ( Decoder a )+    -> IO ( Maybe a )+solve build = do+    let (s, a) = sat build+    mfm <- run s+    case mfm of+        Nothing -> do+            putStrLn "not satisfiable"+            return Nothing+        Just fm -> do+            putStrLn "satisfiable"+            -- print fm+            return $ Just $ runReader a fm+                +run :: String -> IO ( Maybe ( Map Literal Bool ) )+run cs = do+    let debug = False+    if debug +       then putStrLn cs+       else putStrLn $ head $ lines cs+    ( code, stdout, stderr ) <- +        readProcessWithExitCode "minisat" [ "/dev/stdin", "/dev/stdout" ] cs+    when debug $ putStrLn stdout+    case lines stdout of+        "SAT" : xs : _ -> return $ Just $ M.fromList $ do+            x <- takeWhile ( /= 0 ) $ map read $ words xs+            let l = literal $ abs x+            return ( l, x > 0 )+        _ -> return $ Nothing
+ Setup.hs view
@@ -0,0 +1,2 @@+import Distribution.Simple+main = defaultMain
+ TODO view
@@ -0,0 +1,8 @@+* minisat needs to be in the $PATH (for execution),+  but this is not checked during installation.++* actually, should provide several backends (separate package satchmo-minisat etc.,+  similar as hsql with backends like hsql-mysql etc.)++* need timeout handler for calling the SAT solver.+
+ gpl-2.0.txt view
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+ satchmo.cabal view
@@ -0,0 +1,30 @@+Name:           satchmo+Version:        1.0+License:        GPL+License-file:	gpl-2.0.txt+Author:         Johannes Waldmann+Maintainer:	Johannes Waldmann+Homepage:       http://dfa.imn.htwk-leipzig.de/satchmo/+Category:       Testing+Synopsis:       SAT encoding monad+description:	Encoding for boolean and integral constraints into CNF-SAT.+		The encoder is provided as a State monad (hence the "mo" in "satchmo").+		Requires SAT solver minisat installed.+Build-depends:  mtl, process, containers, base, array+Exposed-modules:+        Satchmo.Boolean+        Satchmo.Solve+	Satchmo.Counting+	Satchmo.Binary+	Satchmo.Code+Other-modules:+        Satchmo.Boolean.Data+	Satchmo.Boolean.Op+	Satchmo.Internal+	Satchmo.Data+hs-source-dirs:	.+extra-source-files: test/Binary.hs  test/HC.hs      test/Schur.hs+		    test/Cage.hs    test/Ramsey.hs  test/VC.hs+		    TODO+extensions: +build-type: Simple
+ test/Binary.hs view
@@ -0,0 +1,76 @@+-- | run tests like this: "solve test2"++import Prelude hiding ( not )++import Satchmo.Boolean+import Satchmo.Code+import Satchmo.Binary+import Satchmo.Solve+++assert_positive x = do +    n <- fixed 0 0 +    e <- equals n x +    assert [ not e ]++assert_equals x y = do +    e <- equals x y +    assert [ e ]++assert_lt x y = do +    d <- number $ width y+    assert_positive d+    xd <- add x d+    assert_equals xd y++test1 = do +    x <- number 4 +    y <- fixed 4 12 +    assert_equals x y+    return $ decode (x,y)++test2 = do +    x <- fixed 5 3+    y <- fixed 5 9+    z <- add x y+    return $ decode [x,y,z]++test3 = do +    x <- number 5 +    xx <- add x x+    xxx <- add xx x+    y <- fixed 5 15 +    assert_equals xxx y +    return $ decode [ x, y ]++test4 = do +    x <- number  8+    y <- number  8+    xy <- times x y+    z <- fixed 8 63+    assert_equals xy z+    return $ decode [x, y, z]++test5 = do +    x <- number  8+    y <- number  8+    xy <- times x y+    z <- fixed 10 1001+    assert_equals xy z+    return $ decode [x, y, z]++ramanujan = do+    let bits = 5+    a <- number  bits+    b <- number  bits+    c <- number  bits+    d <- number  bits++    assert_lt a c ; assert_lt c d ; assert_lt d b++    let cube x = do x2 <- times x x ; times x2 x+    a3 <- cube a; b3 <- cube b; ab <- add a3 b3+    c3 <- cube c; d3 <- cube d; cd <- add c3 d3+    assert_equals ab cd++    return $ decode [a,b,c,d]
+ test/Cage.hs view
@@ -0,0 +1,58 @@+import Prelude hiding ( not )++import Satchmo.Relation+import Satchmo.Code+import Satchmo.Boolean+import Satchmo.Counting+import Satchmo.Solve++import Data.List ( inits, tails )+import System.Environment++-- | command line arguments: r g n+-- program looks for a (r,g) cage:+-- r-regular graph with girth g on n nodes++main :: IO ()+main = do+    argv <- getArgs+    let [ r, g, n ] = map read argv+    Just a <- solve $ cage r g n+    putStrLn $ table a++type Graph = Relation Int Int++cage r g n = do+    a <- relation ((1,1),(n,n))+    monadic assert [ symmetric a ]+    monadic assert [ irreflexive a ]+    monadic assert [ regular r a ]+    girth_at_least g a+    return $ decode a++girth_at_least :: Int -> Graph -> SAT ()+girth_at_least k g = sequence_ $ do+    let ((lo,_),(hi,_)) = bounds g+    c <- [ 3 .. k-1 ]+    xs <- sublists c [lo .. hi]+    return $ assert_no_circle xs g+    +assert_no_circle xs g = +    assert $ do +        (x,y) <- zip xs $ rotate 1 xs+        return $ not $ g ! (x,y)+            +sublists :: Int -> [a] -> [[a]]+sublists 0 xs = return []+sublists k xs = do+    ( pre, this : post ) <- splits xs+    that <- sublists (k-1) $ pre ++ post+    return $ this : that++splits :: [a] -> [ ([a],[a]) ]+splits xs = zip ( inits xs ) ( tails xs )++rotate :: Int -> [a] -> [a]+rotate k xs = +    let ( pre, post ) = splitAt k xs+    in  post ++ pre
+ test/HC.hs view
@@ -0,0 +1,76 @@+{-# language ScopedTypeVariables #-}++import Prelude hiding ( not )+import qualified Prelude++import Satchmo.Relation+import Satchmo.Code+import Satchmo.Boolean+import Satchmo.Counting+import Satchmo.Solve++import Data.List (sort)+import qualified Data.Array as A+import Control.Monad ( guard, when )+import System.Environment++-- | command line arguments: m n+-- compute knight's tour on  m x n  chess board++main :: IO ()+main = do+    argv <- getArgs+    let [ m, n ] = map read argv+    Just a <- solve $ tour m n+    putStrLn $ unlines $ do+         let ((u,l),(o,r)) = A.bounds a+         x <- [u .. o]+         return $ unwords $ do +             y <- [ l ..r ]+             return $ fill 4 $ show $ a A.! (x,y)++fill k cs = replicate (k - length cs) ' ' ++ cs++tour m n = do+    let s = m * n+    p :: Relation Int (Int,Int) <- bijection ((1,(1,1)), (s,(m,n)))+    sequence_ $ do+        (i,j) <- zip [1..s] $ rotate 1 [1..s]+        a <- A.range ((1,1),(m,n))+        return $ do+            assert $ not ( p!(i,a)) : do+                b <- A.range ((1,1),(m,n))+                guard $ reaches a b+                return $ p ! (j,b) +            assert $ not ( p!(j,a)) : do+                b <- A.range ((1,1),(m,n))+                guard $ reaches a b+                return $ p ! (i,b) +    return $ do+        a <- decode p+        return $ A.array ((1,1),(m,n)) $ do+            ((i,p),True) <- A.assocs a+            return (p,i)++bijection :: (A.Ix a, A.Ix b) +                   => ((a,b),(a,b)) +                   -> SAT ( Relation a b )+bijection bnd = do+    let ((u,l),(o,r)) = bnd+    a <- relation bnd+    sequence_ $ do+        x <- A.range (u,o)+        return $ monadic assert $ return $ exactly 1 $ do y <- A.range (l,r) ; return $ a!(x,y)+    sequence_ $ do+        y <- A.range (l,r)+        return $ monadic assert $ return $ exactly 1 $ do x <- A.range (u,o) ; return $ a!(x,y)+    return a                                                   ++reaches (px,py) (qx,qy) = +    5 == (px - qx)^2 + (py - qy)^2++rotate :: Int -> [a] -> [a]+rotate k xs = +    let ( pre, post ) = splitAt k xs+    in  post ++ pre+    
+ test/Ramsey.hs view
@@ -0,0 +1,83 @@+import Prelude hiding ( not )+import qualified Prelude++import Satchmo.Relation+import Satchmo.Code+import Satchmo.Boolean+import Satchmo.Counting+import Satchmo.Solve++import Data.List ( inits, tails )+import Data.Ix+import qualified Data.Array as A+import Control.Monad ( forM, guard )+import System.Environment++-- | command line arguments: c_1 .. c_k n+-- program prints graph g that proves+-- R(c_1, .., c_k) > n++main :: IO ()+main = do+    argv <- fmap ( map read ) getArgs+    let cs = init argv+        n  = last argv+    Just a <- solve $ ramsey cs n+    print a++type Graph = Relation Int Int++ramsey cs n = do+    cols <- sequence $ replicate (length cs) $ do+        r <- relation ((1,1),(n,n))+        monadic assert [ symmetric r ]+        monadic assert [ irreflexive r ]+        return r+    circular_colouring ( n `div` length cs ) cols+    each_edge_is_coloured n cols+    forM ( zip cs cols ) no_monochromatic_clique+    return $ do+        ds <- mapM decode cols+        return $ do+            i <- range ((1,1),(n,n))+            let c = length $ takeWhile Prelude.not $ do d <- ds ; return $ d A.! i+            return ( i, c )++circular_colouring period cols = sequence_ $ do+    (col, col') <- zip cols $ rotate 1 cols+    x @ (p,q) <- indices col+    let y = (p+period,q+period)+    guard $ inRange ( bounds col ) y+    return $ do+        assert [ not $ col ! x, col' ! y ]++rotate :: Int -> [a] -> [a]+rotate k xs = +    let ( pre, post ) = splitAt k xs+    in  post ++ pre++each_edge_is_coloured n cols = sequence_ $ do+    (p,q) <- range ((1,1),(n,n))+    guard $ p < q+    return $ assert $ do +            col <- cols+            return $ col ! (p,q)++no_monochromatic_clique (c, col) = sequence_ $ do+    let ((lo,_),(hi,_)) = bounds col+    xs <- ordered_sublists c [lo .. hi]+    return $ assert $ do+        x : ys <- tails xs+        y <- ys+        return $ not $ col!(x,y)++ordered_sublists :: Int -> [a] -> [[a]]+ordered_sublists 0 xs = return []+ordered_sublists k xs = do+    ( pre, this : post ) <- splits xs+    that <- ordered_sublists (k-1) $ post+    return $ this : that++splits :: [a] -> [ ([a],[a]) ]+splits xs = zip ( inits xs ) ( tails xs )+
+ test/Schur.hs view
@@ -0,0 +1,65 @@+import Prelude hiding ( not, or, and )++import Satchmo.Relation+import Satchmo.Code+import Satchmo.Boolean+import Satchmo.Counting+import Satchmo.Solve++import Data.List ( inits, tails )+import qualified Data.Array as A+import System.Environment+import Control.Monad ( guard, forM_ )++-- | command line arguments: c n+-- program looks for sum-free c-colouring of [1 .. n]++main :: IO ()+main = do+    argv <- getArgs+    let [ c, n ] = map read argv+    Just a <- solve $ schur c n+    putStrLn $ table a+    print $ do+        o <- [ 1 .. c ]+        return ( o, length $ do i <- [ 1 .. n ]; guard $ a A.! (i,o) )++schur c n = do+    col <- relation ((1,1),(n,c))+    each_number_coloured col+    sum_free_colouring col+    return $ decode col++periodic p col = sequence_ $ do+    let ((1,1),(n,c)) = bounds col+    x <- [ 1 .. n ]+    let y = x + p+    guard $ y <= n+    o <- [ 1 .. c ]+    let p = 1 + o `mod` c+    return $ assert [ not $ col!(x,o), col!(y,p) ]++each_number_coloured col = sequence_ $ do+    let ((1,1),(n,c)) = bounds col+    x <- [ 1 .. n ]+    return $ assert $ do o <- [1 .. c]; return $ col!(x,o)++sum_free_colouring col = sequence_ $ do+    let ((1,1),(n,c)) = bounds col+    x <- [ 1 .. n ]+    y <- [ x .. n ]+    let z = (x + y) `mod` (n+1)+    guard $ z <= n+    guard $ 1 <= z+    o <- [1 .. c]+    return $ assert $ do +        p <- [ x, y, z ]+        return $ not $ col!(p,o)++evenly_distributed col = do+    let ((1,1),(n,c)) = bounds col+        d = n `div` c+    forM_ [ 1 .. c ] $ \ o -> do+        a <- atleast d $ do i <- [ 1 .. n ] ; return $ col!(i,o)+        assert [a]+
+ test/VC.hs view
@@ -0,0 +1,37 @@+import Prelude hiding ( not )++import Satchmo.Relation+import Satchmo.Code+import Satchmo.Boolean+import Satchmo.Counting+import Satchmo.Solve++import Control.Monad ( guard )+import System.Environment++-- | command line arguments: n s+-- compute vertex cover of size <= s for knight's graph on  n x n  chess board++main :: IO ()+main = do+    argv <- getArgs+    let [ n, s ] = map read argv+    Just a <- solve $ knight n s+    putStrLn $ table a++knight n s = do+    a <- relation ((1,1),(n,n))+    m <- atmost s $ do i <- indices a ; return $ a ! i+    assert [m]+    sequence_ $ do+        p <- indices a+        return $ assert $ do+            q <- indices a+            guard $ p == q || reaches p q+            return $ a!q+    return $ decode a+        +reaches (px,py) (qx,qy) = +    5 == (px - qx)^2 + (py - qy)^2++