{-# LANGUAGE DeriveFunctor, FlexibleInstances, FlexibleContexts, UndecidableInstances #-} module Math.LinProg.Types ( LinExpr ,var ,vars ,varTerms ,getVar ,split ,LinProg ,LinProg'(..) ,obj ,(<:) ,(=:) ,(>:) ,eq ,leq ,geq ) where import Data.Functor.Foldable import Control.Monad.Free data LinExpr' t v a = Lit t | Var v | Add a a | Mul a a | Negate a deriving (Show, Eq, Functor) type LinExpr t v = Fix (LinExpr' t v) var = Fix . Var instance Fractional t => Fractional (LinExpr t v) where a / b = Fix (Mul a (1/b)) fromRational a = Fix (Lit (fromRational a)) instance Num t => Num (LinExpr t v) where a * b = Fix (Mul a b) a + b = Fix (Add a b) negate a = Fix (Negate a) fromInteger a = Fix (Lit (fromInteger a)) abs = undefined signum = undefined consts :: Num t => LinExpr t v -> t consts = cata consts' where consts' (Negate a) = negate a consts' (Lit a) = a consts' (Var _) = 0 consts' (Add a b) = a + b consts' (Mul a b) = a * b getVar :: (Num t, Eq v) => v -> LinExpr t v -> t getVar id x = cata getVar' x - consts x where getVar' (Var x) | x == id = 1 | otherwise = 0 getVar' (Lit a) = a getVar' (Add a b) = a + b getVar' (Mul a b) = a * b getVar' (Negate a) = negate a vars :: LinExpr t v -> [v] vars = cata vars' where vars' (Var x) = [x] vars' (Add a b) = a ++ b vars' (Mul a b) = a ++ b vars' (Negate a) = a vars' _ = [] varTerms eq = go eq' where go [t] = t go (t:ts) = Fix (Add t (go ts)) go [] = Fix (Lit 0) eq' = zipWith (\v w -> Fix (Mul (Fix (Lit w)) (Fix (Var v)))) vs ws vs = vars eq ws = map (`getVar` eq) vs split :: (Num t, Eq v) => LinExpr t v -> (LinExpr t v, t) split eq = (varTerms eq, consts eq) prettyPrint :: (Show t, Show v) => LinExpr t v -> String prettyPrint = cata prettyPrint' where prettyPrint' (Lit a) = show a prettyPrint' (Mul a b) = concat ["(", a, "×", b, ")"] prettyPrint' (Add a b) = concat ["(", a, "+", b, ")"] prettyPrint' (Var x) = show x -- Monad for linear programs data LinProg' t v a = Objective (LinExpr t v) a | EqConstraint (LinExpr t v) (LinExpr t v) a | LeqConstraint (LinExpr t v) (LinExpr t v) a deriving (Show, Eq, Functor) type LinProg t v = Free (LinProg' t v) obj a = liftF (Objective a ()) eq a b = liftF (EqConstraint a b ()) leq a b = liftF (LeqConstraint a b ()) geq b a = liftF (LeqConstraint a b ()) a =: b = eq a b a <: b = leq a b a >: b = geq a b infix 4 =: infix 4 <: infix 4 >: