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| 1 | +// InversionCount |
| 2 | +public class PracticeQs3 { |
| 3 | + // Brute Force Approach |
| 4 | + // Time Complexity: O(n^2) |
| 5 | + public static int InversionCount(int arr[], int low, int high) { |
| 6 | + int count = 0; |
| 7 | + for (int i = 0; i < high; i++) { |
| 8 | + for (int j = i + 1; j < high; j++) { |
| 9 | + if (arr[i] > arr[j] && i < j) { |
| 10 | + count++; |
| 11 | + } |
| 12 | + } |
| 13 | + } |
| 14 | + return count; |
| 15 | + |
| 16 | + } |
| 17 | + // Using Divide and Conqueror Technique |
| 18 | + // Time Complexity:O(nlogn) |
| 19 | + // Modified MergeSort |
| 20 | + public static int MergeSort(int arr[], int low, int high) { |
| 21 | + |
| 22 | + int InversionCount = 0; |
| 23 | + if (low >= high) { |
| 24 | + return 0; |
| 25 | + } |
| 26 | + |
| 27 | + int mid = low + (high - low) / 2; |
| 28 | + InversionCount = MergeSort(arr, low, mid); |
| 29 | + InversionCount += MergeSort(arr, mid + 1, high); |
| 30 | + InversionCount += Merge(arr, low, mid, high); |
| 31 | + |
| 32 | + return InversionCount; |
| 33 | + } |
| 34 | + |
| 35 | + private static int Merge(int arr[], int low, int mid, int high) { |
| 36 | + int temp[] = new int[high - low + 1]; |
| 37 | + int InversionCount = 0; |
| 38 | + int i = low; |
| 39 | + int j = mid + 1; |
| 40 | + int k = 0; |
| 41 | + |
| 42 | + while (i <= mid && j <= high) { |
| 43 | + if (arr[i] <= arr[j]) { |
| 44 | + temp[k] = arr[i]; |
| 45 | + i++; |
| 46 | + } else { |
| 47 | + temp[k] = arr[j]; |
| 48 | + InversionCount += (mid - i+1); |
| 49 | + j++; |
| 50 | + } |
| 51 | + k++; |
| 52 | + |
| 53 | + } |
| 54 | + // if there is some remaining element in left part or high part |
| 55 | + while (i <= mid) { |
| 56 | + temp[k] = arr[i]; |
| 57 | + k++; |
| 58 | + i++; |
| 59 | + } |
| 60 | + while (j <= high) { |
| 61 | + temp[k] = arr[j]; |
| 62 | + k++; |
| 63 | + j++; |
| 64 | + } |
| 65 | + for (i = low, k = 0; i <= high; i++, k++) { |
| 66 | + arr[i] = temp[k]; |
| 67 | + } |
| 68 | + |
| 69 | + return InversionCount; |
| 70 | + |
| 71 | + } |
| 72 | + |
| 73 | + public static void main(String[] args) { |
| 74 | + int nums[] = { 2, 4, 1, 3, 5 }; |
| 75 | + System.out.println(InversionCount(nums, 0, nums.length - 1)); |
| 76 | + System.out.println(MergeSort(nums, 0, nums.length - 1)); |
| 77 | + } |
| 78 | +} |
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