一尘不染

F#中的Eratosthenes筛

algorithm

我对纯功能性F#中的橡皮擦筛网的实现感兴趣。我对实际筛子的实现感兴趣,而不是不是真正的sieve的天真的功能实现,因此不是这样的事情:

let rec PseudoSieve list =
    match list with
    | hd::tl -> hd :: (PseudoSieve <| List.filter (fun x -> x % hd <> 0) tl)
    | [] -> []

上面的第二个链接简要描述了一种算法,该算法将需要使用多图,据我所知,它在F#中不可用。给定的Haskell实现使用支持insertWith方法的映射,我在F#功能映射中没有看到该方法。

是否有人知道将给定的Haskell映射代码转换为F#的方法,或者是否知道有效且更适合功能实现或F#的替代实现方法或筛选算法?


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2020-07-28

共1个答案

一尘不染

阅读该文章时,我想到了不需要多图的想法。它通过一次又一次地将碰撞键向前移动其主要值来处理碰撞地图键,直到到达键不在地图中为止。下面primes是一个映射,其中包含下一个迭代器值的键和素数的值。

let primes = 
    let rec nextPrime n p primes =
        if primes |> Map.containsKey n then
            nextPrime (n + p) p primes
        else
            primes.Add(n, p)

    let rec prime n primes =
        seq {
            if primes |> Map.containsKey n then
                let p = primes.Item n
                yield! prime (n + 1) (nextPrime (n + p) p (primes.Remove n))
            else
                yield n
                yield! prime (n + 1) (primes.Add(n * n, n))
        }

    prime 2 Map.empty

这是该论文中没有平方优化的基于优先级队列的算法。我将通用优先级队列功能放在顶部。我用一个元组来表示惰性列表迭代器。

let primes() = 
    // the priority queue functions
    let insert = Heap.Insert
    let findMin = Heap.Min
    let insertDeleteMin = Heap.DeleteInsert

    // skips primes 2, 3, 5, 7
    let wheelData = [|2L;4L;2L;4L;6L;2L;6L;4L;2L;4L;6L;6L;2L;6L;4L;2L;6L;4L;6L;8L;4L;2L;4L;2L;4L;8L;6L;4L;6L;2L;4L;6L;2L;6L;6L;4L;2L;4L;6L;2L;6L;4L;2L;4L;2L;10L;2L;10L|]

    // increments iterator
    let wheel (composite, n, prime) =
        composite + wheelData.[n % 48] * prime, n + 1, prime

    let insertPrime prime n table =
        insert (prime * prime, n, prime) table

    let rec adjust x (table : Heap) =
        let composite, n, prime = findMin table

        if composite <= x then 
            table 
            |> insertDeleteMin (wheel (composite, n, prime))
            |> adjust x
        else
            table

    let rec sieve iterator table =
        seq {
            let x, n, _ = iterator
            let composite, _, _ = findMin table

            if composite <= x then
                yield! sieve (wheel iterator) (adjust x table)
            else
                if x = 13L then
                    yield! [2L; 3L; 5L; 7L; 11L]

                yield x
                yield! sieve (wheel iterator) (insertPrime x n table)
        }

    sieve (13L, 1, 1L) (insertPrime 11L 0 (Heap(0L, 0, 0L)))

这是带有平方优化的基于优先级队列的算法。为了便于向查询表中添加素数,必须将车轮偏移量与素数值一起返回。此版本的算法具有O(sqrt(n))的内存使用量,其中未优化的是O(n)。

let rec primes2() : seq<int64 * int> = 
    // the priority queue functions
    let insert = Heap.Insert
    let findMin = Heap.Min
    let insertDeleteMin = Heap.DeleteInsert

    // increments iterator
    let wheel (composite, n, prime) =
        composite + wheelData.[n % 48] * prime, n + 1, prime

    let insertPrime enumerator composite table =
        // lazy initialize the enumerator
        let enumerator =
            if enumerator = null then
                let enumerator = primes2().GetEnumerator()
                enumerator.MoveNext() |> ignore
                // skip primes that are a part of the wheel
                while fst enumerator.Current < 11L do
                    enumerator.MoveNext() |> ignore
                enumerator
            else
                enumerator

        let prime = fst enumerator.Current
        // Wait to insert primes until their square is less than the tables current min
        if prime * prime < composite then
            enumerator.MoveNext() |> ignore
            let prime, n = enumerator.Current
            enumerator, insert (prime * prime, n, prime) table
        else
            enumerator, table

    let rec adjust x table =
        let composite, n, prime = findMin table

        if composite <= x then 
            table 
            |> insertDeleteMin (wheel (composite, n, prime))
            |> adjust x
        else
            table

    let rec sieve iterator (enumerator, table) = 
        seq {
            let x, n, _ = iterator
            let composite, _, _ = findMin table

            if composite <= x then
                yield! sieve (wheel iterator) (enumerator, adjust x table)
            else
                if x = 13L then
                    yield! [2L, 0; 3L, 0; 5L, 0; 7L, 0; 11L, 0]

                yield x, n
                yield! sieve (wheel iterator) (insertPrime enumerator composite table)
        }

    sieve (13L, 1, 1L) (null, insert (11L * 11L, 0, 11L) (Heap(0L, 0, 0L)))

这是我的测试程序。

type GenericHeap<'T when 'T : comparison>(defaultValue : 'T) =
    let mutable capacity = 1
    let mutable values = Array.create capacity defaultValue
    let mutable size = 0

    let swap i n =
        let temp = values.[i]
        values.[i] <- values.[n]
        values.[n] <- temp

    let rec rollUp i =
        if i > 0 then
            let parent = (i - 1) / 2
            if values.[i] < values.[parent] then
                swap i parent
                rollUp parent

    let rec rollDown i =
        let left, right = 2 * i + 1, 2 * i + 2

        if right < size then
            if values.[left] < values.[i] then
                if values.[left] < values.[right] then
                    swap left i
                    rollDown left
                else
                    swap right i
                    rollDown right
            elif values.[right] < values.[i] then
                swap right i
                rollDown right
        elif left < size then
            if values.[left] < values.[i] then
                swap left i

    member this.insert (value : 'T) =
        if size = capacity then
            capacity <- capacity * 2
            let newValues = Array.zeroCreate capacity
            for i in 0 .. size - 1 do
                newValues.[i] <- values.[i]
            values <- newValues

        values.[size] <- value
        size <- size + 1
        rollUp (size - 1)

    member this.delete () =
        values.[0] <- values.[size]
        size <- size - 1
        rollDown 0

    member this.deleteInsert (value : 'T) =
        values.[0] <- value
        rollDown 0

    member this.min () =
        values.[0]

    static member Insert (value : 'T) (heap : GenericHeap<'T>) =
        heap.insert value
        heap

    static member DeleteInsert (value : 'T) (heap : GenericHeap<'T>) =
        heap.deleteInsert value
        heap

    static member Min (heap : GenericHeap<'T>) =
        heap.min()

type Heap = GenericHeap<int64 * int * int64>

let wheelData = [|2L;4L;2L;4L;6L;2L;6L;4L;2L;4L;6L;6L;2L;6L;4L;2L;6L;4L;6L;8L;4L;2L;4L;2L;4L;8L;6L;4L;6L;2L;4L;6L;2L;6L;6L;4L;2L;4L;6L;2L;6L;4L;2L;4L;2L;10L;2L;10L|]

let primes() = 
    // the priority queue functions
    let insert = Heap.Insert
    let findMin = Heap.Min
    let insertDeleteMin = Heap.DeleteInsert

    // increments iterator
    let wheel (composite, n, prime) =
        composite + wheelData.[n % 48] * prime, n + 1, prime

    let insertPrime prime n table =
        insert (prime * prime, n, prime) table

    let rec adjust x (table : Heap) =
        let composite, n, prime = findMin table

        if composite <= x then 
            table 
            |> insertDeleteMin (wheel (composite, n, prime))
            |> adjust x
        else
            table

    let rec sieve iterator table =
        seq {
            let x, n, _ = iterator
            let composite, _, _ = findMin table

            if composite <= x then
                yield! sieve (wheel iterator) (adjust x table)
            else
                if x = 13L then
                    yield! [2L; 3L; 5L; 7L; 11L]

                yield x
                yield! sieve (wheel iterator) (insertPrime x n table)
        }

    sieve (13L, 1, 1L) (insertPrime 11L 0 (Heap(0L, 0, 0L)))

let rec primes2() : seq<int64 * int> = 
    // the priority queue functions
    let insert = Heap.Insert
    let findMin = Heap.Min
    let insertDeleteMin = Heap.DeleteInsert

    // increments iterator
    let wheel (composite, n, prime) =
        composite + wheelData.[n % 48] * prime, n + 1, prime

    let insertPrime enumerator composite table =
        // lazy initialize the enumerator
        let enumerator =
            if enumerator = null then
                let enumerator = primes2().GetEnumerator()
                enumerator.MoveNext() |> ignore
                // skip primes that are a part of the wheel
                while fst enumerator.Current < 11L do
                    enumerator.MoveNext() |> ignore
                enumerator
            else
                enumerator

        let prime = fst enumerator.Current
        // Wait to insert primes until their square is less than the tables current min
        if prime * prime < composite then
            enumerator.MoveNext() |> ignore
            let prime, n = enumerator.Current
            enumerator, insert (prime * prime, n, prime) table
        else
            enumerator, table

    let rec adjust x table =
        let composite, n, prime = findMin table

        if composite <= x then 
            table 
            |> insertDeleteMin (wheel (composite, n, prime))
            |> adjust x
        else
            table

    let rec sieve iterator (enumerator, table) = 
        seq {
            let x, n, _ = iterator
            let composite, _, _ = findMin table

            if composite <= x then
                yield! sieve (wheel iterator) (enumerator, adjust x table)
            else
                if x = 13L then
                    yield! [2L, 0; 3L, 0; 5L, 0; 7L, 0; 11L, 0]

                yield x, n
                yield! sieve (wheel iterator) (insertPrime enumerator composite table)
        }

    sieve (13L, 1, 1L) (null, insert (11L * 11L, 0, 11L) (Heap(0L, 0, 0L)))


let mutable i = 0

let compare a b =
    i <- i + 1
    if a = b then
        true
    else
        printfn "%A %A %A" a b i
        false

Seq.forall2 compare (Seq.take 50000 (primes())) (Seq.take 50000 (primes2() |> Seq.map fst))
|> printfn "%A"

primes2()
|> Seq.map fst
|> Seq.take 10
|> Seq.toArray
|> printfn "%A"

primes2()
|> Seq.map fst
|> Seq.skip 999999
|> Seq.take 10
|> Seq.toArray
|> printfn "%A"

System.Console.ReadLine() |> ignore
2020-07-28