X-Git-Url: http://gitweb.michael.orlitzky.com/?a=blobdiff_plain;f=src%2FLinear%2FSystem.hs;h=2d75f611de1dc85825677ce59e72fe008bdbd21d;hb=9ef91ad4ec3a5c0966f0850d40310722b6c38b68;hp=e0fdf1ce8e15d58ccc32314c7d08135b2f517279;hpb=7304f41e81fe97d40afe18b8215fb00a58702502;p=numerical-analysis.git diff --git a/src/Linear/System.hs b/src/Linear/System.hs index e0fdf1c..2d75f61 100644 --- a/src/Linear/System.hs +++ b/src/Linear/System.hs @@ -2,46 +2,47 @@ {-# LANGUAGE ScopedTypeVariables #-} {-# LANGUAGE TypeFamilies #-} -module Linear.System +module Linear.System ( + backward_substitute, + forward_substitute ) where -import Data.Vector.Fixed (Dim, N1, Vector) +import Data.Vector.Fixed ( Arity, N1 ) +import NumericPrelude hiding ( (*), abs ) +import qualified NumericPrelude as NP ( (*) ) +import qualified Algebra.Field as Field ( C ) -import Linear.Matrix +import Linear.Matrix ( Mat(..), (!!!), construct, transpose ) -import NumericPrelude hiding ((*), abs) -import qualified NumericPrelude as NP ((*)) -import qualified Algebra.Field as Field - -import Debug.Trace (trace, traceShow) -- | Solve the system m' * x = b', where m' is upper-triangular. Will -- probably crash if m' is non-singular. The result is the vector x. -- -- Examples: -- +-- >>> import Linear.Matrix ( Mat2, Mat3, fromList, vec2d, vec3d ) +-- -- >>> let identity = fromList [[1,0,0],[0,1,0],[0,0,1]] :: Mat3 Double --- >>> let b = vec3d (1,2,3) +-- >>> let b = vec3d (1, 2, 3::Double) -- >>> forward_substitute identity b -- ((1.0),(2.0),(3.0)) -- >>> (forward_substitute identity b) == b -- True -- -- >>> let m = fromList [[1,0],[1,1]] :: Mat2 Double --- >>> let b = vec2d (1,1) +-- >>> let b = vec2d (1, 1::Double) -- >>> forward_substitute m b -- ((1.0),(0.0)) -- -forward_substitute :: forall a v w z. - (Show a, Field.C a, - Vector z a, - Vector w (z a), - Vector w a, - Dim z ~ N1, - v ~ w) - => Mat v w a - -> Mat w z a - -> Mat w z a +-- >>> let m = fromList [[4,0],[0,2]] :: Mat2 Double +-- >>> let b = vec2d (2, 1.5 :: Double) +-- >>> forward_substitute m b +-- ((0.5),(0.75)) +-- +forward_substitute :: forall a m. (Field.C a, Arity m) + => Mat m m a + -> Mat m N1 a + -> Mat m N1 a forward_substitute m' b' = x' where x' = construct lambda @@ -71,25 +72,21 @@ forward_substitute m' b' = x' -- -- Examples: -- +-- >>> import Linear.Matrix ( Mat3, fromList, vec3d ) +-- -- >>> let identity = fromList [[1,0,0],[0,1,0],[0,0,1]] :: Mat3 Double --- >>> let b = vec3d (1,2,3) +-- >>> let b = vec3d (1, 2, 3::Double) -- >>> backward_substitute identity b -- ((1.0),(2.0),(3.0)) -- >>> (backward_substitute identity b) == b -- True -- -backward_substitute :: (Show a, Field.C a, - Vector z a, - Vector v (w a), - Vector w (z a), - Vector w a, - Dim z ~ N1, - v ~ w) - => Mat v w a - -> Mat w z a - -> Mat w z a -backward_substitute m b = - forward_substitute (transpose m) b +backward_substitute :: (Field.C a, Arity m) + => Mat m m a + -> Mat m N1 a + -> Mat m N1 a +backward_substitute m = + forward_substitute (transpose m) -- | Solve the linear system m*x = b where m is positive definite.