Counting inversions in an array

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死守一世寂寞
死守一世寂寞 2020-11-22 04:14

I\'m designing an algorithm to do the following: Given array A[1... n], for every i < j, find all inversion pairs such that A[i] > A[j]

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  •  囚心锁ツ
    2020-11-22 04:49

    Here is a C code for count inversions

    #include 
    #include 
    
    int  _mergeSort(int arr[], int temp[], int left, int right);
    int merge(int arr[], int temp[], int left, int mid, int right);
    
    /* This function sorts the input array and returns the
       number of inversions in the array */
    int mergeSort(int arr[], int array_size)
    {
        int *temp = (int *)malloc(sizeof(int)*array_size);
        return _mergeSort(arr, temp, 0, array_size - 1);
    }
    
    /* An auxiliary recursive function that sorts the input array and
      returns the number of inversions in the array. */
    int _mergeSort(int arr[], int temp[], int left, int right)
    {
      int mid, inv_count = 0;
      if (right > left)
      {
        /* Divide the array into two parts and call _mergeSortAndCountInv()
           for each of the parts */
        mid = (right + left)/2;
    
        /* Inversion count will be sum of inversions in left-part, right-part
          and number of inversions in merging */
        inv_count  = _mergeSort(arr, temp, left, mid);
        inv_count += _mergeSort(arr, temp, mid+1, right);
    
        /*Merge the two parts*/
        inv_count += merge(arr, temp, left, mid+1, right);
      }
      return inv_count;
    }
    
    /* This funt merges two sorted arrays and returns inversion count in
       the arrays.*/
    int merge(int arr[], int temp[], int left, int mid, int right)
    {
      int i, j, k;
      int inv_count = 0;
    
      i = left; /* i is index for left subarray*/
      j = mid;  /* i is index for right subarray*/
      k = left; /* i is index for resultant merged subarray*/
      while ((i <= mid - 1) && (j <= right))
      {
        if (arr[i] <= arr[j])
        {
          temp[k++] = arr[i++];
        }
        else
        {
          temp[k++] = arr[j++];
    
         /*this is tricky -- see above explanation/diagram for merge()*/
          inv_count = inv_count + (mid - i);
        }
      }
    
      /* Copy the remaining elements of left subarray
       (if there are any) to temp*/
      while (i <= mid - 1)
        temp[k++] = arr[i++];
    
      /* Copy the remaining elements of right subarray
       (if there are any) to temp*/
      while (j <= right)
        temp[k++] = arr[j++];
    
      /*Copy back the merged elements to original array*/
      for (i=left; i <= right; i++)
        arr[i] = temp[i];
    
      return inv_count;
    }
    
    /* Driver progra to test above functions */
    int main(int argv, char** args)
    {
      int arr[] = {1, 20, 6, 4, 5};
      printf(" Number of inversions are %d \n", mergeSort(arr, 5));
      getchar();
      return 0;
    }
    

    An explanation was given in detail here: http://www.geeksforgeeks.org/counting-inversions/

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