Permutations via Heap's algorithm with a mystery comma

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野的像风
野的像风 2021-02-08 15:23

I have spent the whole day (finally) wrapping my head around a permutation algorithm in practice for an admissions application on Friday. Heap\'s algorithm seemed most simple an

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  • 2021-02-08 15:54

    The problem, besides using index n where you should be using n - 1 is that you assume the array must be copied between calls (i.e. immutable behaviour).

    The algorithm assumes that the array is always the same in each recursive step, so thanks to how JavaScript handles scope you can greatly simplify the code:

    function permutationArr(num) 
    { 
      var arr = (num + '').split(''),
      permutations = [];   
    
      function swap(a, b)
      {
        var tmp = arr[a];
        arr[a] = arr[b];
        arr[b] = tmp;
      }
    
      function generate(n) {
        if (n == 1) {
          permutations.push(arr.join());
        } else {
          for (var i = 0; i != n; ++i) {
            generate(n - 1);
            swap(n % 2 ? 0 : i, n - 1);
          }
        }
      }
    
      generate(arr.length);
      return permutations;
    }    
    
    console.log(permutationArr(1234)); 

    Output

    ["1,2,3,4", "2,1,3,4", "3,1,2,4", "1,3,2,4", "2,3,1,4", "3,2,1,4", "4,2,3,1",
     "2,4,3,1", "3,4,2,1", "4,3,2,1", "2,3,4,1", "3,2,4,1", "4,1,3,2", "1,4,3,2", 
     "3,4,1,2", "4,3,1,2", "1,3,4,2", "3,1,4,2", "4,1,2,3", "1,4,2,3", "2,4,1,3", 
     "4,2,1,3", "1,2,4,3", "2,1,4,3"]
    
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  • 2021-02-08 15:54

    I'm sharing this answer because I want to show how a narrow set of features in old javascript can be concise and clear as well. It is sometimes an advantage to write code that runs in the oldest of javascript engines and ports easily to other languages like C. Using a callback in this case works well because it makes the function available to a wider array of uses such as reducing a large set of permutations to a unique set as they are created.

    Very short variable names can make the algorithm more clear.

    function swap(a, i, j) { var t = a[i]; a[i] = a[j]; a[j] = t }
    function perm(arr, n, cb) {
      if (n === 1) {
        cb(arr);
      } else {
        for (var i = 0; i < n; i++) {
          perm(arr, n - 1, cb);
          swap(arr, n % 2 ? 0 : i, n - 1);
        }
      }
    }
    
    perm([1, 2, 3, 4], 4, function(p) {
      console.log(p);
    })

    This is a useful function for testing, so I made this available to the data-driven test kit I use:

    https://github.com/quicbit-js/test-kit#tpermut-

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  • 2021-02-08 15:57

    Updated answer since Jan-2018: The accepted answer is absolutely correct, but js has evolved since then. And with it comes some new features, 2 of which could help this answer.

    Array destructuring:

    let [a, b] = [1, 2]; // a=1, b=2
    

    Generators:

    function *foo {
      yield 1;
      yield 2;
      yield 3;
    }
    const bar = foo();
    bar.next(); // 1
    bar.next(); // 2
    bar.next(); // 3
    

    With this we can implement the Heap's algorithm like this:

    function *heaps(arr, n) {
      if (n === undefined) n = arr.length;
      if (n <= 1) yield arr;
      else {
        for (let i = 0; i < n - 1; i++) {
          yield *heaps(arr, n-1);
          if (n % 2 === 0) [arr[n-1], arr[i]] = [arr[i], arr[n-1]];
          else             [arr[n-1], arr[0]] = [arr[0], arr[n-1]];
        }
        yield *heaps(arr, n-1);
      }
    }
    
    
    for (let a of heaps([1, 2, 3, 4])) {
      console.log(`[${a.join(', ')}]`);
    }
    .as-console-wrapper { max-height: 100% !important; top: 0; }

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