module ToySolver.LPUtil
( toStandardForm
, toStandardForm'
) where
import Control.Exception
import Control.Monad
import Control.Monad.State
import qualified Data.IntMap as IM
import qualified Data.IntSet as IS
import Data.Maybe
import Data.VectorSpace
import qualified Data.Interval as Interval
import ToySolver.Data.ArithRel
import qualified ToySolver.Data.LA as LA
import ToySolver.Data.Var
import qualified ToySolver.BoundsInference as BI
toStandardForm
:: (LA.Expr Rational, [Rel (LA.Expr Rational)])
-> ( (LA.Expr Rational, [(LA.Expr Rational, Rational)])
, Model Rational -> Model Rational
)
toStandardForm prob1@(obj, cs) = (prob2, mt)
where
vs = vars obj `IS.union` vars cs
(prob2,s) = toStandardForm' prob1
mt m = IM.fromAscList $ do
v <- IS.toAscList vs
case IM.lookup v s of
Just def -> return (v, LA.evalExpr m def)
Nothing -> return (v, m IM.! v)
type M = State Var
toStandardForm'
:: (LA.Expr Rational, [Rel (LA.Expr Rational)])
-> ( (LA.Expr Rational, [(LA.Expr Rational, Rational)])
, VarMap (LA.Expr Rational)
)
toStandardForm' (obj, cs) = m
where
vs = vars obj `IS.union` vars cs
v1 = if IS.null vs then 0 else IS.findMax vs + 1
initialBounds = IM.fromList [(v, Interval.whole) | v <- IS.toList vs]
bounds = BI.inferBounds initialBounds cs IS.empty 10
gensym :: M Var
gensym = do
v <- get
put $ v+1
return v
m = flip evalState v1 $ do
s <- liftM IM.unions $ forM (IM.toList bounds) $ \(v,i) -> do
case Interval.lowerBound i of
Interval.NegInf -> do
v1 <- gensym
v2 <- gensym
return $ IM.singleton v (LA.var v1 ^-^ LA.var v2)
Interval.Finite lb
| lb >= 0 -> return IM.empty
| otherwise -> do
v1 <- gensym
return $ IM.singleton v (LA.var v1 ^-^ LA.constant lb)
let obj2 = LA.applySubst s obj
cs2 <- liftM concat $ forM cs $ \(Rel lhs op rhs) -> do
case LA.extract LA.unitVar (LA.applySubst s (lhs ^-^ rhs)) of
(c,e) -> do
let (lhs2,op2,rhs2) =
if c >= 0
then (e,op,c)
else (negateV e, flipOp op, c)
case op2 of
Eql -> return [(lhs2,rhs2)]
Le -> do
v <- gensym
return [(lhs2 ^+^ LA.var v, rhs2)]
Ge -> do
case LA.terms lhs2 of
[(1,_)] | rhs2<=0 -> return []
_ -> do
v <- gensym
return [(lhs2 ^-^ LA.var v, rhs2)]
_ -> error $ "ToySolver.LPUtil.toStandardForm: " ++ show op2 ++ " is not supported"
assert (and [isNothing $ LA.lookupCoeff LA.unitVar c | (c,_) <- cs2]) $ return ()
return ((obj2,cs2),s)