|
| 1 | +/* |
| 2 | +Given an integer array, find a subarray with sum closest to zero. Return the indexes of the first number and last number. |
| 3 | +
|
| 4 | +Example |
| 5 | +Given [-3, 1, 1, -3, 5], return [0, 2], [1, 3], [1, 1], [2, 2] or [0, 4] |
| 6 | +
|
| 7 | +Challenge |
| 8 | +O(nlogn) time |
| 9 | +
|
| 10 | +Tags Expand |
| 11 | +Subarray Sort |
| 12 | +
|
| 13 | +Thoughts: |
| 14 | +Took a me a while to think through how to find the closest sum to 0. |
| 15 | +Credits should be given to: http://rafal.io/posts/subsequence-closest-to-t.html |
| 16 | +*/ |
| 17 | + |
| 18 | + |
| 19 | +class CustomComparator implements Comparator<int[]> { |
| 20 | + public int compare(int[] a, int[] b) { |
| 21 | + return Integer.compare(a[0], b[0]); |
| 22 | + } |
| 23 | +} |
| 24 | + |
| 25 | +public class Solution { |
| 26 | + |
| 27 | + /** |
| 28 | + * @param nums: A list of integers |
| 29 | + * @return: A list of integers includes the index of the first number |
| 30 | + * and the index of the last number |
| 31 | + */ |
| 32 | + public ArrayList<Integer> subarraySumClosest(int[] nums) { |
| 33 | + ArrayList<Integer> rst = new ArrayList<Integer>(); |
| 34 | + if(nums == null || nums.length == 0) { |
| 35 | + return rst; |
| 36 | + } |
| 37 | + if (nums.length == 1) { |
| 38 | + rst.add(0); rst.add(0); |
| 39 | + return rst; |
| 40 | + } |
| 41 | + int[][] culmulate = new int[nums.length][2]; |
| 42 | + culmulate[0][0] = nums[0]; |
| 43 | + culmulate[0][1] = 0; |
| 44 | + for (int i = 1; i < nums.length; i++) { |
| 45 | + culmulate[i][0] = culmulate[i - 1][0] + nums[i]; |
| 46 | + culmulate[i][1] = i; |
| 47 | + } |
| 48 | + |
| 49 | + Arrays.sort(culmulate, new CustomComparator()); |
| 50 | + int min = Integer.MAX_VALUE; |
| 51 | + int start = 0; |
| 52 | + int end = 0; |
| 53 | + for (int i = 0; i < nums.length - 1; i++) { |
| 54 | + int temp = culmulate[i + 1][0] - culmulate[i][0]; |
| 55 | + if (temp <= min) { |
| 56 | + min = temp; |
| 57 | + start = culmulate[i][1]; |
| 58 | + end = culmulate[i + 1][1]; |
| 59 | + } |
| 60 | + } |
| 61 | + if (start < end) { |
| 62 | + rst.add(start + 1); |
| 63 | + rst.add(end); |
| 64 | + } else { |
| 65 | + rst.add(end + 1); |
| 66 | + rst.add(start); |
| 67 | + } |
| 68 | + return rst; |
| 69 | + } |
| 70 | +} |
| 71 | + |
| 72 | + |
| 73 | + |
| 74 | + |
| 75 | + |
| 76 | +//I also had to run a little java program locally to test/debug: |
| 77 | +/* |
| 78 | +
|
| 79 | +import java.lang.*; |
| 80 | +import java.util.*; |
| 81 | +
|
| 82 | +class CustomComparator implements Comparator<int[]> { |
| 83 | + public int compare(int[] a, int[] b) { |
| 84 | + return Integer.compare(a[0], b[0]); |
| 85 | + } |
| 86 | +} |
| 87 | +
|
| 88 | +public class test { |
| 89 | + public ArrayList<Integer> subarraySumClosest(int[] nums) { |
| 90 | + ArrayList<Integer> rst = new ArrayList<Integer>(); |
| 91 | + if(nums == null || nums.length == 0) { |
| 92 | + return rst; |
| 93 | + } |
| 94 | + int[][] culmulate = new int[nums.length][2]; |
| 95 | + culmulate[0][0] = nums[0]; |
| 96 | + culmulate[0][1] = 0; |
| 97 | + for (int i = 1; i < nums.length; i++) { |
| 98 | + culmulate[i][0] = culmulate[i - 1][0] + nums[i]; |
| 99 | + culmulate[i][1] = i; |
| 100 | + } |
| 101 | + //TEST: |
| 102 | + for(int i =0 ; i < nums.length; i++) { |
| 103 | + System.out.println("test:" + culmulate[i][0] + " " + culmulate[i][1]); |
| 104 | + } |
| 105 | + Arrays.sort(culmulate, new CustomComparator()); |
| 106 | + for(int i =0 ; i < nums.length; i++) { |
| 107 | + System.out.println("sorted:" + culmulate[i][0] + " " + culmulate[i][1]); |
| 108 | + } |
| 109 | +
|
| 110 | + int min = Integer.MAX_VALUE; |
| 111 | + int start = 0; |
| 112 | + int end = 0; |
| 113 | + for (int i = 0; i < nums.length - 1; i++) { |
| 114 | + int temp = culmulate[i + 1][0] - culmulate[i][0]; |
| 115 | + System.out.println(culmulate[i + 1][0] + " minus " + culmulate[i][0] + " = " + temp); |
| 116 | + if (temp <= min) { |
| 117 | + min = temp; |
| 118 | + start = culmulate[i][1]; |
| 119 | + end = culmulate[i + 1][1]; |
| 120 | + System.out.println("record:" + start + " " + end ); |
| 121 | + } |
| 122 | + } |
| 123 | + System.out.println("min:" + min); |
| 124 | + if (start < end) { |
| 125 | + rst.add(start + 1); |
| 126 | + rst.add(end); |
| 127 | + } else { |
| 128 | + rst.add(end + 1); |
| 129 | + rst.add(start); |
| 130 | + } |
| 131 | + return rst; |
| 132 | + } |
| 133 | +
|
| 134 | + public static void main(String[] args){ |
| 135 | +
|
| 136 | + int[] nums = {6,-4,-8,3,1,7};//{5,10,5,3,2,1,1,-2,-4,3}; |
| 137 | + test t = new test(); |
| 138 | + ArrayList<Integer> rst = t.subarraySumClosest(nums); |
| 139 | + System.out.println(rst.get(0) + " " + rst.get(1)); |
| 140 | + } |
| 141 | +} |
| 142 | +
|
| 143 | +*/ |
| 144 | + |
| 145 | + |
| 146 | + |
| 147 | + |
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