module Algorithms.BinarySearch where import Data.Sequence(Seq, ViewL(..),ViewR(..)) import qualified Data.Sequence as S import qualified Data.Vector.Generic as V -------------------------------------------------------------------------------- -- | Given a monotonic predicate p, a lower bound l, and an upper bound u, with: -- p l = False -- p u = True -- l < u. -- -- Get the index h such that everything strictly smaller than h has: p i = -- False, and all i >= h, we have p h = True -- -- running time: \(O(\log(u - l))\) {-# SPECIALIZE binarySearch :: (Int -> Bool) -> Int -> Int -> Int #-} {-# SPECIALIZE binarySearch :: (Word -> Bool) -> Word -> Word -> Word #-} binarySearch :: Integral a => (a -> Bool) -> a -> a -> a binarySearch p = go where go l u = let d = u - l m = l + (d `div` 2) in if d == 1 then u else if p m then go l m else go m u -- | Given a value \(\varepsilon\), a monotone predicate \(p\), and two values \(l\) and -- \(u\) with: -- -- - \(p l\) = False -- - \(p u\) = True -- - \(l < u\) -- -- we find a value \(h\) such that: -- -- - \(p h\) = True -- - \(p (h - \varepsilon)\) = False -- -- >>> binarySearchUntil (0.1) (>= 0.5) 0 (1 :: Double) -- 0.5 -- >>> binarySearchUntil (0.1) (>= 0.51) 0 (1 :: Double) -- 0.5625 -- >>> binarySearchUntil (0.01) (>= 0.51) 0 (1 :: Double) -- 0.515625 binarySearchUntil :: (Fractional r, Ord r) => r -> (r -> Bool) -> r -> r -> r binarySearchUntil eps p = go where go l u | u - l < eps = u | otherwise = let m = (l + u) / 2 in if p m then go l m else go m u -------------------------------------------------------------------------------- -- | Given a monotonic predicate, Get the index h such that everything strictly -- smaller than h has: p i = False, and all i >= h, we have p h = True -- -- returns Nothing if no element satisfies p -- -- running time: \(O(\log^2 n + T*\log n)\), where \(T\) is the time to execute the -- predicate. binarySearchSeq :: (a -> Bool) -> Seq a -> Maybe Int binarySearchSeq p s = case S.viewr s of EmptyR -> Nothing (_ :> x) | p x -> Just $ case S.viewl s of (y :< _) | p y -> 0 _ -> binarySearch p' 0 u | otherwise -> Nothing where p' = p . S.index s u = S.length s - 1 -- | Given a monotonic predicate, get the index h such that everything strictly -- smaller than h has: p i = False, and all i >= h, we have p h = True -- -- returns Nothing if no element satisfies p -- -- running time: \(O(T*\log n)\), where \(T\) is the time to execute the -- predicate. binarySearchVec :: V.Vector v a => (a -> Bool) -> v a -> Maybe Int binarySearchVec p' v | V.null v = Nothing | not $ p n' = Nothing | otherwise = Just $ if p 0 then 0 else binarySearch p 0 n' where n' = V.length v - 1 p = p' . (v V.!)