Created
November 6, 2012 10:04
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Implementation of Simpson method of numerical integration.
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-- file Integration.Simpson.hs xdCrafts 06.11.2012 | |
module | |
Integration.Simpson ( | |
integrate, | |
integrateFromN, | |
integrateWithAccuracy | |
) | |
where | |
-- function that splits tuple by odd and even components | |
splitOddsAndEvens :: [a] -> ([a], [a]) | |
splitOddsAndEvens [] = ([], []) | |
splitOddsAndEvens [x] = ([x], []) | |
splitOddsAndEvens (x:y:xs) = (x:xp, y:yp) where (xp, yp) = splitOddsAndEvens xs | |
-- http://en.wikipedia.org/wiki/Simpson%27s_rule | |
-- f - function | |
-- a - begining of interval | |
-- b - end of inteval | |
-- n - number of intervals of size h | |
integrate :: (Fractional f) => (f -> f) -> f -> f -> Int -> f | |
integrate f a b n = | |
h / 3 * (fx 0 + 4 * (sum $ map fx odds) + 2 * (sum $ map fx evens) + fx (fromIntegral (2 * n + 2))) | |
where | |
h = (b - a) / fromIntegral (2 * n) | |
x i = a + h * i | |
fx = f . x | |
odds = fst oddsAndEvens | |
evens = snd oddsAndEvens | |
oddsAndEvens = splitOddsAndEvens (map toDouble [1..2 * n - 1]) | |
toDouble int = fromIntegral int | |
-- http://en.wikipedia.org/wiki/Simpson%27s_rule | |
-- f - function | |
-- a - begining of interval | |
-- b - end of inteval | |
-- n - number of intervals of size h | |
-- e - accuracy | |
integrateFromN :: (Fractional f, Ord f) => (f -> f) -> f -> f -> Int -> f -> f | |
integrateFromN f a b n e | |
| accuracy < e = solution2 | |
| otherwise = solution1 | |
where | |
accuracy = abs (solution2 - solution1) | |
solution1 = integrate f a b n | |
solution2 = integrate f a b (2 * n) | |
-- http://en.wikipedia.org/wiki/Simpson%27s_rule | |
-- f - function | |
-- a - begining of interval | |
-- b - end of inteval | |
-- e - acuracy | |
integrateWithAccuracy :: (Fractional f, Ord f) => (f -> f) -> f -> f -> f -> f | |
integrateWithAccuracy f a b e = integrateFromN f a b 10 e |
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