Algorithm to generate all possible permutations of

问题:

Say I have a list of n elements, I know there are n! possible ways to order these elements. What is an algorithm to generate all possible orderings of this list? Example, I have list [a, b, c]. The algorithm would return [[a, b, c], [a, c, b,], [b, a, c], [b, c, a], [c, a, b], [c, b, a]].

I\'m reading this here http://en.wikipedia.org/wiki/Permutation#Algorithms_to_generate_permutations

But Wikipedia has never been good at explaining. I don\'t understand much of it.

回答1:

Basically, for each item from left to right, all the permutations of the remaining items are generated (and each one is added with the current elements). This can be done recursively (or iteratively if you like pain) until the last item is reached at which point there is only one possible order.

So with the list [1,2,3,4] all the permutations that start with 1 are generated, then all the permutations that start with 2, then 3 then 4.

This effectively reduces the problem from one of finding permutations of a list of four items to a list of three items. After reducing to 2 and then 1 item lists, all of them will be found.
Example showing process permutations using 3 coloured balls:
(from https://en.wikipedia.org/wiki/Permutation#/media/File:Permutations_RGB.svg - https://commons.wikimedia.org/wiki/File:Permutations_RGB.svg)

回答2:

Here is an algorithm in Python that works by in place on an array:

def permute(xs, low=0):
    if low + 1 >= len(xs):
        yield xs
    else:
        for p in permute(xs, low + 1):
            yield p        
        for i in range(low + 1, len(xs)):        
            xs[low], xs[i] = xs[i], xs[low]
            for p in permute(xs, low + 1):
                yield p        
            xs[low], xs[i] = xs[i], xs[low]

for p in permute([1, 2, 3, 4]):
    print p

You can try the code out for yourself here: http://repl.it/J9v

回答3:

Wikipedia\'s answer for \"lexicographic order\" seems perfectly explicit in cookbook style to me. It cites a 14th century origin for the algorithm!

I\'ve just written a quick implementation in Java of Wikipedia\'s algorithm as a check and it was no trouble. But what you have in your Q as an example is NOT \"list all permutations\", but \"a LIST of all permutations\", so wikipedia won\'t be a lot of help to you. You need a language in which lists of permutations are feasibly constructed. And believe me, lists a few billion long are not usually handled in imperative languages. You really want a non-strict functional programming language, in which lists are a first-class object, to get out stuff while not bringing the machine close to heat death of the Universe.

That\'s easy. In standard Haskell or any modern FP language:

-- perms of a list
perms :: [a] -> [ [a] ]
perms (a:as) = [bs ++ a:cs | perm <- perms as, (bs,cs) <- splits perm]
perms []     = [ [] ]

and

-- ways of splitting a list into two parts
splits :: [a] -> [ ([a],[a]) ]
splits []     = [ ([],[]) ]
splits (a:as) = ([],a:as) : [(a:bs,cs) | (bs,cs) <- splits as]

回答4:

There is already plenty of good solutions here, but I would like to share how I solved this problem on my own and hope that this might be helpful for somebody who would also like to derive his own solution.

After some pondering about the problem I have come up with two following conclusions:

1. For the list L of size n there will be equal number of solutions starting with L₁, L₂ ... L_n elements of the list. Since in total there are n! permutations of the list of size n, we get n! / n = (n-1)! permutations in each group.
2. The list of 2 elements has only 2 permutations => [a,b] and [b,a].

Using these two simple ideas I have derived the following algorithm:

permute array
    if array is of size 2
       return first and second element as new array
       return second and first element as new array
    else
        for each element in array
            new subarray = array with excluded element
            return element + permute subarray

Here is how I implemented this in C#:

public IEnumerable<List<T>> Permutate<T>(List<T> input)
{
    if (input.Count == 2) // this are permutations of array of size 2
    {
        yield return new List<T>(input);
        yield return new List<T> {input[1], input[0]}; 
    }
    else
    {
        foreach(T elem in input) // going through array
        {
            var rlist = new List<T>(input); // creating subarray = array
            rlist.Remove(elem); // removing element
            foreach(List<T> retlist in Permutate(rlist))
            {
                retlist.Insert(0,elem); // inserting the element at pos 0
                yield return retlist;
            }

        }
    }
}

回答5:

As WhirlWind said, you start at the beginning.

You swap cursor with each remaining value, including cursor itself, these are all new instances (I used an int[] and array.clone() in the example).

Then perform permutations on all these different lists, making sure the cursor is one to the right.

When there are no more remaining values (cursor is at the end), print the list. This is the stop condition.

public void permutate(int[] list, int pointer) {
    if (pointer == list.length) {
        //stop-condition: print or process number
        return;
    }
    for (int i = pointer; i < list.length; i++) {
        int[] permutation = (int[])list.clone();.
        permutation[pointer] = list[i];
        permutation[i] = list[pointer];
        permutate(permutation, pointer + 1);
    }
}

回答6:

Recursive always takes some mental effort to maintain. And for big numbers, factorial is easily huge and stack overflow will easily be a problem.

For small numbers (3 or 4, which is mostly encountered), multiple loops are quite simple and straight forward. It is unfortunate answers with loops didn\'t get voted up.

Let\'s start with enumeration (rather than permutation). Simply read the code as pseudo perl code.

$foreach $i1 in @list
    $foreach $i2 in @list 
        $foreach $i3 in @list
            print \"$i1, $i2, $i3\\n\"

Enumeration is more often encountered than permutation, but if permutation is needed, just add the conditions:

$foreach $i1 in @list
    $foreach $i2 in @list 
        $if $i2==$i1
            next
        $foreach $i3 in @list
            $if $i3==$i1 or $i3==$i2
                next
            print \"$i1, $i2, $i3\\n\"

Now if you really need general method potentially for big lists, we can use radix method. First, consider the enumeration problem:

$n=@list
my @radix
$for $i=0:$n
    $radix[$i]=0
$while 1
    my @temp
    $for $i=0:$n
        push @temp, $list[$radix[$i]]
    print join(\", \", @temp), \"\\n\"
    $call radix_increment

subcode: radix_increment
    $i=0
    $while 1
        $radix[$i]++
        $if $radix[$i]==$n
            $radix[$i]=0
            $i++
        $else
            last
    $if $i>=$n
        last

Radix increment is essentially number counting (in the base of number of list elements).

Now if you need permutaion, just add the checks inside the loop:

subcode: check_permutation
    my @check
    my $flag_dup=0
    $for $i=0:$n
        $check[$radix[$i]]++
        $if $check[$radix[$i]]>1
            $flag_dup=1
            last
    $if $flag_dup
        next

Edit: The above code should work, but for permutation, radix_increment could be wasteful. So if time is a practical concern, we have to change radix_increment into permute_inc:

subcode: permute_init
    $for $i=0:$n
        $radix[$i]=$i

subcode: permute_inc                                       
    $max=-1                                                
    $for $i=$n:0                                           
        $if $max<$radix[$i]                                
            $max=$radix[$i]                                
        $else                                              
            $for $j=$n:0                                   
                $if $radix[$j]>$radix[$i]                  
                    $call swap, $radix[$i], $radix[$j]     
                    break                                  
            $j=$i+1                                        
            $k=$n-1                                        
            $while $j<$k                                   
                $call swap, $radix[$j], $radix[$k]         
                $j++                                       
                $k--                                       
            break                                          
    $if $i<0                                               
        break                                              

Of course now this code is logically more complex, I\'ll leave for reader\'s exercise.

回答7:

If anyone wonders how to be done in permutation in javascript.

Idea/pseudocode

1. pick one element at a time
2. permute rest of the element and then add the picked element to the all of the permutation

for example. \'a\'+ permute(bc). permute of bc would be bc & cb. Now add these two will give abc, acb. similarly, pick b + permute (ac) will provice bac, bca...and keep going.

now look at the code

function permutations(arr){

   var len = arr.length, 
       perms = [],
       rest,
       picked,
       restPerms,
       next;

    //for one or less item there is only one permutation 
    if (len <= 1)
        return [arr];

    for (var i=0; i<len; i++)
    {
        //copy original array to avoid changing it while picking elements
        rest = Object.create(arr);

        //splice removed element change array original array(copied array)
        //[1,2,3,4].splice(2,1) will return [3] and remaining array = [1,2,4]
        picked = rest.splice(i, 1);

        //get the permutation of the rest of the elements
        restPerms = permutations(rest);

       // Now concat like a+permute(bc) for each
       for (var j=0; j<restPerms.length; j++)
       {
           next = picked.concat(restPerms[j]);
           perms.push(next);
       }
    }

   return perms;
}

Take your time to understand this. I got this code from (pertumation in JavaScript)

回答8:

Another one in Python, it\'s not in place as @cdiggins\'s, but I think it\'s easier to understand

def permute(num):
    if len(num) == 2:
        # get the permutations of the last 2 numbers by swapping them
        yield num
        num[0], num[1] = num[1], num[0]
        yield num
    else:
        for i in range(0, len(num)):
            # fix the first number and get the permutations of the rest of numbers
            for perm in permute(num[0:i] + num[i+1:len(num)]):
                yield [num[i]] + perm

for p in permute([1, 2, 3, 4]):
    print p

回答9:

I was thinking of writing a code for getting the permutations of any given integer of any size, i.e., providing a number 4567 we get all possible permutations till 7654...So i worked on it and found an algorithm and finally implemented it, Here is the code written in \"c\". You can simply copy it and run on any open source compilers. But some flaws are waiting to be debugged. Please appreciate.

Code:

#include <stdio.h>
#include <conio.h>
#include <malloc.h>

                //PROTOTYPES

int fact(int);                  //For finding the factorial
void swap(int*,int*);           //Swapping 2 given numbers
void sort(int*,int);            //Sorting the list from the specified path
int imax(int*,int,int);         //Finding the value of imax
int jsmall(int*,int);           //Gives position of element greater than ith but smaller than rest (ahead of imax)
void perm();                    //All the important tasks are done in this function


int n;                         //Global variable for input OR number of digits

void main()
{
int c=0;

printf(\"Enter the number : \");
scanf(\"%d\",&c);
perm(c);
getch();
}

void perm(int c){
int *p;                     //Pointer for allocating separate memory to every single entered digit like arrays
int i, d;               
int sum=0;
int j, k;
long f;

n = 0;

while(c != 0)               //this one is for calculating the number of digits in the entered number
{
    sum = (sum * 10) + (c % 10);
    n++;                            //as i told at the start of loop
    c = c / 10;
}

f = fact(n);                        //It gives the factorial value of any number

p = (int*) malloc(n*sizeof(int));                //Dynamically allocation of array of n elements

for(i=0; sum != 0 ; i++)
{
    *(p+i) = sum % 10;                               //Giving values in dynamic array like 1234....n separately
    sum = sum / 10;
}

sort(p,-1);                                         //For sorting the dynamic array \"p\"

for(c=0 ; c<f/2 ; c++) {                        //Most important loop which prints 2 numbers per loop, so it goes upto 1/2 of fact(n)

    for(k=0 ; k<n ; k++)
        printf(\"%d\",p[k]);                       //Loop for printing one of permutations
    printf(\"\\n\");

    i = d = 0;
    i = imax(p,i,d);                            //provides the max i as per algo (i am restricted to this only)
    j = i;
    j = jsmall(p,j);                            //provides smallest i val as per algo
    swap(&p[i],&p[j]);

    for(k=0 ; k<n ; k++)
        printf(\"%d\",p[k]);
    printf(\"\\n\");

    i = d = 0;
    i = imax(p,i,d);
    j = i;
    j = jsmall(p,j);
    swap(&p[i],&p[j]);

    sort(p,i);
}
free(p);                                        //Deallocating memory
}

int fact (int a)
{
long f=1;
while(a!=0)
{
    f = f*a;
    a--;
}
return f;
}


void swap(int *p1,int *p2)
{
int temp;
temp = *p1;
*p1 = *p2;
*p2 = temp;
return;
}


void sort(int*p,int t)
{
int i,temp,j;
for(i=t+1 ; i<n-1 ; i++)
{
    for(j=i+1 ; j<n ; j++)
    {
        if(*(p+i) > *(p+j))
        {
            temp = *(p+i);
            *(p+i) = *(p+j);
            *(p+j) = temp;
        }
    }
}
}


int imax(int *p, int i , int d)
{
    while(i<n-1 && d<n-1)
{
    if(*(p+d) < *(p+d+1))
    {   
        i = d;
        d++;
    }
    else
        d++;
}
return i;
}


int jsmall(int *p, int j)
{
int i,small = 32767,k = j;
for (i=j+1 ; i<n ; i++)
{
    if (p[i]<small && p[i]>p[k])
    {     
       small = p[i];
       j = i;
    }
}
return j;
}

回答10:

void permutate(char[] x, int i, int n){
    x=x.clone();
    if (i==n){
        System.out.print(x);
        System.out.print(\" \");
        counter++;}
    else
    {
        for (int j=i; j<=n;j++){
     //   System.out.print(temp); System.out.print(\" \");    //Debugger
        swap (x,i,j);
      //  System.out.print(temp); System.out.print(\" \"+\"i=\"+i+\" j=\"+j+\"\\n\");// Debugger
        permutate(x,i+1,n);
    //    swap (temp,i,j);
    }
    }
}

void swap (char[] x, int a, int b){
char temp = x[a];
x[a]=x[b];
x[b]=temp;
}

I created this one. based on research too permutate(qwe, 0, qwe.length-1); Just so you know, you can do it with or without backtrack

回答11:

Here\'s a toy Ruby method that works like #permutation.to_a that might be more legible to crazy people. It\'s hella slow, but also 5 lines.

def permute(ary)
  return [ary] if ary.size <= 1
  ary.collect_concat.with_index do |e, i|
    rest = ary.dup.tap {|a| a.delete_at(i) }
    permute(rest).collect {|a| a.unshift(e) }
  end
end

回答12:

I have written this recursive solution in ANSI C. Each execution of the Permutate function provides one different permutation until all are completed. Global variables can also be used for variables fact and count.

#include <stdio.h>
#define SIZE 4

void Rotate(int vec[], int size)
{
    int i, j, first;

    first = vec[0];
    for(j = 0, i = 1; i < size; i++, j++)
    {
        vec[j] = vec[i];
    }
    vec[j] = first;
}

int Permutate(int *start, int size, int *count)
{
    static int fact;

    if(size > 1)
    {
        if(Permutate(start + 1, size - 1, count))
        {
            Rotate(start, size);
        }
        fact *= size;
    }
    else
    {
        (*count)++;
        fact = 1;
    }

    return !(*count % fact);
}

void Show(int vec[], int size)
{
    int i;

    printf(\"%d\", vec[0]);
    for(i = 1; i < size; i++)
    {
        printf(\" %d\", vec[i]);
    }
    putchar(\'\\n\');
}

int main()
{
    int vec[] = { 1, 2, 3, 4, 5, 6 }; /* Only the first SIZE items will be permutated */
    int count = 0;

    do
    {
        Show(vec, SIZE);
    } while(!Permutate(vec, SIZE, &count));

    putchar(\'\\n\');
    Show(vec, SIZE);
    printf(\"\\nCount: %d\\n\\n\", count);

    return 0;
}

回答13:

Java version

/**
 * @param uniqueList
 * @param permutationSize
 * @param permutation
 * @param only            Only show the permutation of permutationSize,
 *                        else show all permutation of less than or equal to permutationSize.
 */
public static void my_permutationOf(List<Integer> uniqueList, int permutationSize, List<Integer> permutation, boolean only) {
    if (permutation == null) {
        assert 0 < permutationSize && permutationSize <= uniqueList.size();
        permutation = new ArrayList<>(permutationSize);
        if (!only) {
            System.out.println(Arrays.toString(permutation.toArray()));
        }
    }
    for (int i : uniqueList) {
        if (permutation.contains(i)) {
            continue;
        }
        permutation.add(i);
        if (!only) {
            System.out.println(Arrays.toString(permutation.toArray()));
        } else if (permutation.size() == permutationSize) {
            System.out.println(Arrays.toString(permutation.toArray()));
        }
        if (permutation.size() < permutationSize) {
            my_permutationOf(uniqueList, permutationSize, permutation, only);
        }
        permutation.remove(permutation.size() - 1);
    }
}

E.g.

public static void main(String[] args) throws Exception { 
    my_permutationOf(new ArrayList<Integer>() {
        {
            add(1);
            add(2);
            add(3);

        }
    }, 3, null, true);
}

output:

  [1, 2, 3]
  [1, 3, 2]
  [2, 1, 3]
  [2, 3, 1]
  [3, 1, 2]
  [3, 2, 1]

回答14:

in PHP

$set=array(\'A\',\'B\',\'C\',\'D\');

function permutate($set) {
    $b=array();
    foreach($set as $key=>$value) {
        if(count($set)==1) {
            $b[]=$set[$key];
        }
        else {
            $subset=$set;
            unset($subset[$key]);
            $x=permutate($subset);
            foreach($x as $key1=>$value1) {
                $b[]=$value.\' \'.$value1;
            }
        }
    }
    return $b;
}

$x=permutate($set);
var_export($x);

回答15:

// C program to print all permutations with duplicates allowed
#include <stdio.h>
#include <string.h>

/* Function to swap values at two pointers */
void swap(char *x, char *y)
{
    char temp;
    temp = *x;
    *x = *y;
    *y = temp;
}

/* Function to print permutations of string
   This function takes three parameters:
   1. String
   2. Starting index of the string
   3. Ending index of the string. */

void permute(char *a, int l, int r)
{
   int i;
   if (l == r)
     printf(\"%s\\n\", a);
   else
   {
       for (i = l; i <= r; i++)
       {
          swap((a+l), (a+i));
          permute(a, l+1, r);
          swap((a+l), (a+i)); //backtrack
       }
   }
}

/* Driver program to test above functions */
int main()
{
    char str[] = \"ABC\";
    int n = strlen(str);
    permute(str, 0, n-1);
    return 0;
}

Reference: Geeksforgeeks.org

回答16:

Here is the code in Python to print all possible permutations of a list:

def next_perm(arr):
    # Find non-increasing suffix
    i = len(arr) - 1
    while i > 0 and arr[i - 1] >= arr[i]:
        i -= 1
    if i <= 0:
        return False

    # Find successor to pivot
    j = len(arr) - 1
    while arr[j] <= arr[i - 1]:
        j -= 1
    arr[i - 1], arr[j] = arr[j], arr[i - 1]

    # Reverse suffix
    arr[i : ] = arr[len(arr) - 1 : i - 1 : -1]
    print arr
    return True

def all_perm(arr):
    a = next_perm(arr)
    while a:
        a = next_perm(arr)
    arr = raw_input()
    arr.split(\' \')
    arr = map(int, arr)
    arr.sort()
    print arr
    all_perm(arr)

I have used a lexicographic order algorithm to get all possible permutations, but a recursive algorithm is more efficient. You can find the code for recursive algorithm here: Python recursion permutations

回答17:

public class PermutationGenerator
{
    private LinkedList<List<int>> _permutationsList;
    public void FindPermutations(List<int> list, int permutationLength)
    {
        _permutationsList = new LinkedList<List<int>>();
        foreach(var value in list)
        {
            CreatePermutations(value, permutationLength);
        }
    }

    private void CreatePermutations(int value, int permutationLength)
    {
        var node = _permutationsList.First;
        var last = _permutationsList.Last;
        while (node != null)
        {
            if (node.Value.Count < permutationLength)
            {
                GeneratePermutations(node.Value, value, permutationLength);
            }
            if (node == last)
            {
                break;
            }
            node = node.Next;
        }

        List<int> permutation = new List<int>();
        permutation.Add(value);
        _permutationsList.AddLast(permutation);
    }

    private void GeneratePermutations(List<int> permutation, int value, int permutationLength)
    {
       if (permutation.Count < permutationLength)
        {
            List<int> copyOfInitialPermutation = new List<int>(permutation);
            copyOfInitialPermutation.Add(value);
            _permutationsList.AddLast(copyOfInitialPermutation);
            List<int> copyOfPermutation = new List<int>();
            copyOfPermutation.AddRange(copyOfInitialPermutation);
            int lastIndex = copyOfInitialPermutation.Count - 1;
            for (int i = lastIndex;i > 0;i--)
            {
                int temp = copyOfPermutation[i - 1];
                copyOfPermutation[i - 1] = copyOfPermutation[i];
                copyOfPermutation[i] = temp;

                List<int> perm = new List<int>();
                perm.AddRange(copyOfPermutation);
                _permutationsList.AddLast(perm);
            }
        }
    }

    public void PrintPermutations(int permutationLength)
    {
        int count = _permutationsList.Where(perm => perm.Count() == permutationLength).Count();
        Console.WriteLine(\"The number of permutations is \" + count);
    }
}

回答18:

In Scala

    def permutazione(n: List[Int]): List[List[Int]] = permutationeAcc(n, Nil)



def permutationeAcc(n: List[Int], acc: List[Int]): List[List[Int]] = {

    var result: List[List[Int]] = Nil
    for (i ← n if (!(acc contains (i))))
        if (acc.size == n.size-1)
            result = (i :: acc) :: result
        else
            result = result ::: permutationeAcc(n, i :: acc)
    result
}

回答19:

this is a java version for permutation

public class Permutation {

    static void permute(String str) {
        permute(str.toCharArray(), 0, str.length());
    }

    static void permute(char [] str, int low, int high) {
        if (low == high) {
            System.out.println(str);
            return;
        }

        for (int i=low; i<high; i++) {
            swap(str, i, low);
            permute(str, low+1, high);
            swap(str, low, i);
        }

    }

    static void swap(char [] array, int i, int j) {
        char t = array[i];
        array[i] = array[j];
        array[j] = t;
    }
}

回答20:

Here\'s an implementation for ColdFusion (requires CF10 because of the merge argument to ArrayAppend() ):

public array function permutateArray(arr){

    if (not isArray(arguments.arr) ) {
        return [\'The ARR argument passed to the permutateArray function is not of type array.\'];    
    }

    var len = arrayLen(arguments.arr);
    var perms = [];
    var rest = [];
    var restPerms = [];
    var rpLen = 0;
    var next = [];

    //for one or less item there is only one permutation 
    if (len <= 1) {
        return arguments.arr;
    }

    for (var i=1; i <= len; i++) {
        // copy the original array so as not to change it and then remove the picked (current) element
        rest = arraySlice(arguments.arr, 1);
        arrayDeleteAt(rest, i);

         // recursively get the permutation of the rest of the elements
         restPerms = permutateArray(rest);
         rpLen = arrayLen(restPerms);

        // Now concat each permutation to the current (picked) array, and append the concatenated array to the end result
        for (var j=1; j <= rpLen; j++) {
            // for each array returned, we need to make a fresh copy of the picked(current) element array so as to not change the original array
            next = arraySlice(arguments.arr, i, 1);
            arrayAppend(next, restPerms[j], true);
            arrayAppend(perms, next);
        }
     }

    return perms;
}

Based on KhanSharp\'s js solution above.

回答21:

I know this a very very old and even off-topic in today\'s stackoverflow but I still wanted to contribute a friendly javascript answer for the simple reason that it runs in your browser.

I\'ve also added the debugger directive breakpoint so you can step through the code (chrome required) to see how this algorithm works. Open up your dev console in chrome (F12 in windows or CMD + OPTION + I on mac) and then click \"Run code snippet\". This implements the same exact algorithm that @WhirlWind presented in his answer.

Your browser should pause execution at the debugger directive. Use F8 to continue code execution.

Step through the code and see how it works!

function permute(rest, prefix = []) {
  if (rest.length === 0) {
    return [prefix];
  }
  return (rest
    .map((x, index) => {
      const oldRest = rest;
      const oldPrefix = prefix;
      // the `...` destructures the array into single values flattening it
      const newRest = [...rest.slice(0, index), ...rest.slice(index + 1)];
      const newPrefix = [...prefix, x];
      debugger;

      const result = permute(newRest, newPrefix);
      return result;
    })
    // this step flattens the array of arrays returned by calling permute
    .reduce((flattened, arr) => [...flattened, ...arr], [])
  );
}
console.log(permute([1, 2, 3]));

回答22:

In the following Java solution we take advantage over the fact that Strings are immutable in order to avoid cloning the result-set upon every iteration.

The input will be a String, say \"abc\", and the output will be all the possible permutations:

abc
acb
bac
bca
cba
cab

Code:

public static void permute(String s) {
    permute(s, 0);
}

private static void permute(String str, int left){
    if(left == str.length()-1) {
        System.out.println(str);
    } else {
        for(int i = left; i < str.length(); i++) {
            String s = swap(str, left, i);
            permute(s, left+1);
        }
    }
}

private static String swap(String s, int left, int right) {
    if (left == right)
        return s;

    String result = s.substring(0, left);
    result += s.substring(right, right+1);
    result += s.substring(left+1, right);
    result += s.substring(left, left+1);
    result += s.substring(right+1);
    return result;
}

Same approach can be applied to arrays (instead of a string):

public static void main(String[] args) {
    int[] abc = {1,2,3};
    permute(abc, 0);
}
public static void permute(int[] arr, int index) {
    if (index == arr.length) {
        System.out.println(Arrays.toString(arr));
    } else {
        for (int i = index; i < arr.length; i++) {
            int[] permutation = arr.clone();
            permutation[index] = arr[i];
            permutation[i] = arr[index];
            permute(permutation, index + 1);
        }
    }
}

回答23:

It\'s my solution on Java:

public class CombinatorialUtils {

    public static void main(String[] args) {
        List<String> alphabet = new ArrayList<>();
        alphabet.add(\"1\");
        alphabet.add(\"2\");
        alphabet.add(\"3\");
        alphabet.add(\"4\");

        for (List<String> strings : permutations(alphabet)) {
            System.out.println(strings);
        }
        System.out.println(\"-----------\");
        for (List<String> strings : combinations(alphabet)) {
            System.out.println(strings);
        }
    }

    public static List<List<String>> combinations(List<String> alphabet) {
        List<List<String>> permutations = permutations(alphabet);
        List<List<String>> combinations = new ArrayList<>(permutations);

        for (int i = alphabet.size(); i > 0; i--) {
            final int n = i;
            combinations.addAll(permutations.stream().map(strings -> strings.subList(0, n)).distinct().collect(Collectors.toList()));
        }
        return combinations;
    }

    public static <T> List<List<T>> permutations(List<T> alphabet) {
        ArrayList<List<T>> permutations = new ArrayList<>();
        if (alphabet.size() == 1) {
            permutations.add(alphabet);
            return permutations;
        } else {
            List<List<T>> subPerm = permutations(alphabet.subList(1, alphabet.size()));
            T addedElem = alphabet.get(0);
            for (int i = 0; i < alphabet.size(); i++) {
                for (List<T> permutation : subPerm) {
                    int index = i;
                    permutations.add(new ArrayList<T>(permutation) {{
                        add(index, addedElem);
                    }});
                }
            }
        }
        return permutations;
    }
}

回答24:

You can\'t really talk about solving a permultation problem in recursion without posting an implementation in a (dialect of) language that pioneered the idea. So, for the sake of completeness, here is one of the ways that can be done in Scheme.

(define (permof wd)
  (cond ((null? wd) \'())
        ((null? (cdr wd)) (list wd))
        (else
         (let splice ([l \'()] [m (car wd)] [r (cdr wd)])
           (append
            (map (lambda (x) (cons m x)) (permof (append l r)))
            (if (null? r)
                \'()
                (splice (cons m l) (car r) (cdr r))))))))

calling (permof (list \"foo\" \"bar\" \"baz\")) we\'ll get:

\'((\"foo\" \"bar\" \"baz\")
  (\"foo\" \"baz\" \"bar\")
  (\"bar\" \"foo\" \"baz\")
  (\"bar\" \"baz\" \"foo\")
  (\"baz\" \"bar\" \"foo\")
  (\"baz\" \"foo\" \"bar\"))

I won\'t go into the algorithm details because it\'s been explained enough in other posts. The idea is the same.

However, recursive problems tend to be much harder to model and think about in destructive medium like Python, C, and Java, while in Lisp or ML it can be concisely expressed.

回答25:

Here is a recursive solution in PHP. WhirlWind\'s post accurately describes the logic. It\'s worth mentioning that generating all permutations runs in factorial time, so it might be a good idea to use an iterative approach instead.

public function permute($sofar, $input){
  for($i=0; $i < strlen($input); $i++){
    $diff = strDiff($input,$input[$i]);
    $next = $sofar.$input[$i]; //next contains a permutation, save it
    $this->permute($next, $diff);
  }
}

The strDiff function takes two strings, s1 and s2, and returns a new string with everything in s1 without elements in s2 (duplicates matter). So, strDiff(\'finish\',\'i\') => \'fnish\' (the second \'i\' is not removed).

回答26:

Here is an algorithm in R, in case anyone needs to avoid loading additional libraries like I had to.

permutations <- function(n){
    if(n==1){
        return(matrix(1))
    } else {
        sp <- permutations(n-1)
        p <- nrow(sp)
        A <- matrix(nrow=n*p,ncol=n)
        for(i in 1:n){
            A[(i-1)*p+1:p,] <- cbind(i,sp+(sp>=i))
        }
        return(A)
    }
}

Example usage:

> matrix(letters[permutations(3)],ncol=3)
     [,1] [,2] [,3]
[1,] \"a\"  \"b\"  \"c\" 
[2,] \"a\"  \"c\"  \"b\" 
[3,] \"b\"  \"a\"  \"c\" 
[4,] \"b\"  \"c\"  \"a\" 
[5,] \"c\"  \"a\"  \"b\" 
[6,] \"c\"  \"b\"  \"a\" 

回答27:

#!/usr/bin/env python
import time

def permutations(sequence):
  # print sequence
  unit = [1, 2, 1, 2, 1]

  if len(sequence) >= 4:
    for i in range(4, (len(sequence) + 1)):
      unit = ((unit + [i - 1]) * i)[:-1]
      # print unit
    for j in unit:
      temp = sequence[j]
      sequence[j] = sequence[0]
      sequence[0] = temp
      yield sequence
  else:
    print \'You can use PEN and PAPER\'


# s = [1,2,3,4,5,6,7,8,9,10]
s = [x for x in \'PYTHON\']

print s

z = permutations(s)
try:
  while True:
    # time.sleep(0.0001)
    print next(z)
except StopIteration:
    print \'Done\'

---

[\'P\', \'Y\', \'T\', \'H\', \'O\', \'N\']
[\'Y\', \'P\', \'T\', \'H\', \'O\', \'N\']
[\'T\', \'P\', \'Y\', \'H\', \'O\', \'N\']
[\'P\', \'T\', \'Y\', \'H\', \'O\', \'N\']
[\'Y\', \'T\', \'P\', \'H\', \'O\', \'N\']
[\'T\', \'Y\', \'P\', \'H\', \'O\', \'N\']
[\'H\', \'Y\', \'P\', \'T\', \'O\', \'N\']
[\'Y\', \'H\', \'P\', \'T\', \'O\', \'N\']
[\'P\', \'H\', \'Y\', \'T\', \'O\', \'N\']
[\'H\', \'P\', \'Y\', \'T\', \'O\', \'N\']
[\'Y\', \'P\', \'H\', \'T\', \'O\', \'N\']
[\'P\', \'Y\', \'H\', \'T\', \'O\', \'N\']
[\'T\', \'Y\', \'H\', \'P\', \'O\', \'N\']
[\'Y\', \'T\', \'H\', \'P\', \'O\', \'N\']
[\'H\', \'T\', \'Y\', \'P\', \'O\', \'N\']
[\'T\', \'H\', \'Y\', \'P\', \'O\', \'N\']
[\'Y\', \'H\', \'T\', \'P\', \'O\', \'N\']
[\'H\', \'Y\', \'T\', \'P\', \'O\', \'N\']
[\'P\', \'Y\', \'T\', \'H\', \'O\', \'N\']
.
.
.
[\'Y\', \'T\', \'N\', \'H\', \'O\', \'P\']
[\'N\', \'T\', \'Y\', \'H\', \'O\', \'P\']
[\'T\', \'N\', \'Y\', \'H\', \'O\', \'P\']
[\'Y\', \'N\', \'T\', \'H\', \'O\', \'P\']
[\'N\', \'Y\', \'T\', \'H\', \'O\', \'P\']

回答28:

Bourne shell solution - in a total of four lines (without test for no param case):

test $# -eq 1 && echo \"$1\" && exit
for i in $*; do
  $0 `echo \"$*\" | sed -e \"s/$i//\"` | sed -e \"s/^/$i /\"
done

回答29:

This is a recursive code for java, the idea is to have a prefix that add the rest of the characters:

public static void permutation(String str) { 
    permutation(\"\", str); 
}

private static void permutation(String prefix, String str) {
    int n = str.length();
    if (n == 0) System.out.println(prefix);
    else {
        for (int i = 0; i < n; i++)
            permutation(prefix + str.charAt(i), str);
    }
}

Example:

Input = \"ABC\"; Output:

ABC ACB BAC BCA CAB CBA

回答30:

Just to be complete, C++

#include <iostream>
#include <algorithm>
#include <string>

std::string theSeq = \"abc\";
do
{
  std::cout << theSeq << endl;
} 
while (std::next_permutation(theSeq.begin(), theSeq.end()));

...

abc
acb
bac
bca
cab
cba