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{-# 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
import qualified Data.Map as M
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 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
|
