《计算机编程艺术，卷4A:组合算法，第1部分》第7.2.1.3节中算法L(字典组合)的C代码:

#include <stdio.h>
#include <stdlib.h>

void visit(int* c, int t) 
{
  // for (int j = 1; j <= t; j++)
  for (int j = t; j > 0; j--)
    printf("%d ", c[j]);
  printf("\n");
}

int* initialize(int n, int t) 
{
  // c[0] not used
  int *c = (int*) malloc((t + 3) * sizeof(int));

  for (int j = 1; j <= t; j++)
    c[j] = j - 1;
  c[t+1] = n;
  c[t+2] = 0;
  return c;
}

void comb(int n, int t) 
{
  int *c = initialize(n, t);
  int j;

  for (;;) {
    visit(c, t);
    j = 1;
    while (c[j]+1 == c[j+1]) {
      c[j] = j - 1;
      ++j;
    }
    if (j > t) 
      return;
    ++c[j];
  }
  free(c);
}

int main(int argc, char *argv[])
{
  comb(5, 3);
  return 0;
}

你可以使用Asif算法来生成所有可能的组合。这可能是最简单和最有效的方法。你可以在这里查看媒体文章。

让我们看看JavaScript中的实现。

function Combinations( arr, r ) {
    // To avoid object referencing, cloning the array.
    arr = arr && arr.slice() || [];

    var len = arr.length;

    if( !len || r > len || !r )
        return [ [] ];
    else if( r === len ) 
        return [ arr ];

    if( r === len ) return arr.reduce( ( x, v ) => {
        x.push( [ v ] );

        return x;
    }, [] );

    var head = arr.shift();

    return Combinations( arr, r - 1 ).map( x => {
        x.unshift( head );

        return x;
    } ).concat( Combinations( arr, r ) );
}

// Now do your stuff.

console.log( Combinations( [ 'a', 'b', 'c', 'd', 'e' ], 3 ) );

下面是Clojure版本，它使用了我在OCaml实现答案中描述的相同算法:

(defn select
  ([items]
     (select items 0 (inc (count items))))
  ([items n1 n2]
     (reduce concat
             (map #(select % items)
                  (range n1 (inc n2)))))
  ([n items]
     (let [
           lmul (fn [a list-of-lists-of-bs]
                     (map #(cons a %) list-of-lists-of-bs))
           ]
       (if (= n (count items))
         (list items)
         (if (empty? items)
           items
           (concat
            (select n (rest items))
            (lmul (first items) (select (dec n) (rest items))))))))) 

它提供了三种调用方法:

(a)按问题要求，选出n项:

  user=> (count (select 3 "abcdefgh"))
  56

(b) n1至n2个选定项目:

user=> (select '(1 2 3 4) 2 3)
((3 4) (2 4) (2 3) (1 4) (1 3) (1 2) (2 3 4) (1 3 4) (1 2 4) (1 2 3))

(c)在0至所选项目的集合大小之间:

user=> (select '(1 2 3))
(() (3) (2) (1) (2 3) (1 3) (1 2) (1 2 3))

由于没有提到编程语言，我假设列表也是可以的。下面是一个OCaml版本，适用于短列表(非尾递归)。给定一个包含任意类型元素的列表l和一个整数n，如果我们假设结果列表中元素的顺序被忽略，它将返回一个包含l的n个元素的所有可能列表的列表，即list ['a';'b']与['b';'a']相同，并且将报告一次。因此，结果列表的大小将是((list。长度l)选择n)。

递归的直观原理如下:取列表的头，然后进行两次递归调用:

递归调用1 (RC1):到列表的尾部，但选择n-1个元素 递归调用2 (RC2):到列表的尾部，但选择n个元素

要组合递归结果，list-乘(请使用奇数名称)列表的头部与RC1的结果，然后附加(@)RC2的结果。List-multiply是如下操作lmul:

a lmul [ l1 ; l2 ; l3] = [a::l1 ; a::l2 ; a::l3]

Lmul在下面的代码中实现

List.map (fun x -> h::x)

当列表的大小等于您想要选择的元素数量时，递归将终止，在这种情况下，您只需返回列表本身。

下面是OCaml中实现上述算法的四行代码:

    let rec choose l n = match l, (List.length l) with                                 
    | _, lsize  when n==lsize  -> [l]                                
    | h::t, _ -> (List.map (fun x-> h::x) (choose t (n-1))) @ (choose t n)   
    | [], _ -> []    

Array.prototype.combs = function(num) {

    var str = this,
        length = str.length,
        of = Math.pow(2, length) - 1,
        out, combinations = [];

    while(of) {

        out = [];

        for(var i = 0, y; i < length; i++) {

            y = (1 << i);

            if(y & of && (y !== of))
                out.push(str[i]);

        }

        if (out.length >= num) {
           combinations.push(out);
        }

        of--;
    }

    return combinations;
}

这是我用c++写的命题

我尽可能少地限制迭代器类型，所以这个解决方案假设只有前向迭代器，它可以是const_iterator。这应该适用于任何标准容器。在参数没有意义的情况下，它抛出std:: invalid_argument

#include <vector>
#include <stdexcept>

template <typename Fci> // Fci - forward const iterator
std::vector<std::vector<Fci> >
enumerate_combinations(Fci begin, Fci end, unsigned int combination_size)
{
    if(begin == end && combination_size > 0u)
        throw std::invalid_argument("empty set and positive combination size!");
    std::vector<std::vector<Fci> > result; // empty set of combinations
    if(combination_size == 0u) return result; // there is exactly one combination of
                                              // size 0 - emty set
    std::vector<Fci> current_combination;
    current_combination.reserve(combination_size + 1u); // I reserve one aditional slot
                                                        // in my vector to store
                                                        // the end sentinel there.
                                                        // The code is cleaner thanks to that
    for(unsigned int i = 0u; i < combination_size && begin != end; ++i, ++begin)
    {
        current_combination.push_back(begin); // Construction of the first combination
    }
    // Since I assume the itarators support only incrementing, I have to iterate over
    // the set to get its size, which is expensive. Here I had to itrate anyway to  
    // produce the first cobination, so I use the loop to also check the size.
    if(current_combination.size() < combination_size)
        throw std::invalid_argument("combination size > set size!");
    result.push_back(current_combination); // Store the first combination in the results set
    current_combination.push_back(end); // Here I add mentioned earlier sentinel to
                                        // simplyfy rest of the code. If I did it 
                                        // earlier, previous statement would get ugly.
    while(true)
    {
        unsigned int i = combination_size;
        Fci tmp;                            // Thanks to the sentinel I can find first
        do                                  // iterator to change, simply by scaning
        {                                   // from right to left and looking for the
            tmp = current_combination[--i]; // first "bubble". The fact, that it's 
            ++tmp;                          // a forward iterator makes it ugly but I
        }                                   // can't help it.
        while(i > 0u && tmp == current_combination[i + 1u]);

        // Here is probably my most obfuscated expression.
        // Loop above looks for a "bubble". If there is no "bubble", that means, that
        // current_combination is the last combination, Expression in the if statement
        // below evaluates to true and the function exits returning result.
        // If the "bubble" is found however, the ststement below has a sideeffect of 
        // incrementing the first iterator to the left of the "bubble".
        if(++current_combination[i] == current_combination[i + 1u])
            return result;
        // Rest of the code sets posiotons of the rest of the iterstors
        // (if there are any), that are to the right of the incremented one,
        // to form next combination

        while(++i < combination_size)
        {
            current_combination[i] = current_combination[i - 1u];
            ++current_combination[i];
        }
        // Below is the ugly side of using the sentinel. Well it had to haave some 
        // disadvantage. Try without it.
        result.push_back(std::vector<Fci>(current_combination.begin(),
                                          current_combination.end() - 1));
    }
}