AdSense

Monday, August 22, 2016

Find K Pairs with Smallest Sums

You are given two integer arrays nums1 and nums2 sorted in ascending order and an integer k.
Define a pair (u,v) which consists of one element from the first array and one element from the second array.
Find the k pairs (u1,v1),(u2,v2) ...(uk,vk) with the smallest sums.
Example 1:
Given nums1 = [1,7,11], nums2 = [2,4,6],  k = 3

Return: [1,2],[1,4],[1,6]

The first 3 pairs are returned from the sequence:
[1,2],[1,4],[1,6],[7,2],[7,4],[11,2],[7,6],[11,4],[11,6]
Example 2:
Given nums1 = [1,1,2], nums2 = [1,2,3],  k = 2

Return: [1,1],[1,1]

The first 2 pairs are returned from the sequence:
[1,1],[1,1],[1,2],[2,1],[1,2],[2,2],[1,3],[1,3],[2,3]
Example 3:
Given nums1 = [1,2], nums2 = [3],  k = 3 

Return: [1,3],[2,3]

All possible pairs are returned from the sequence:
[1,3],[2,3]
Very interesting problem. The approach is actually BFS. Let (x, y) be the last element position (the first position is (0, 0)) added to result, then the next element will either be (x + 1, y) or (x, y + 1). The rest of the part is just normal BFS.


    public List<Integer> kSmallestPairs(int[] nums1, int[] nums2, int k) {
        List<Integer> rst = new ArrayList<>();
        int len1 = nums1.length;
        int len2 = nums2.length;
        if (len1 == 0 || len2 == 0) {
            return rst;
        }
        PriorityQueue<int[]> queue = new PriorityQueue<>(k, new Comparator<int[]>() {
            @Override
            public int compare(int[] first, int[] second) {
                return nums1[first[0]] + nums2[first[1]] - (nums1[second[0]] + nums2[second[1]]);
            }
        });
        boolean[][] visited = new boolean[len1][len2];
        queue.add(new int[]{0, 0});
        visited[0][0] = true;
        int[][] neighbors = {{0, 1}, {1, 0}};
        while (!queue.isEmpty() && rst.size() < k) {
            int[] currPos = queue.poll();
            rst.add(new int[]{nums1[currPos[0]], nums2[currPos[1]]});
            for (int[] n : neighbors) {
                int x = currPos[0] + n[0], y = currPos[1] + n[1];
                if (x < len1 && y < len2 && !visited[x][y]) {
                    queue.add(new int[]{x, y});
                    visited[x][y] = true;
                }
            }
        }
        return rst;
    }

1 comment:

  1. The development of artificial intelligence (AI) has propelled more programming architects, information scientists, and different experts to investigate the plausibility of a vocation in machine learning. Notwithstanding, a few newcomers will in general spotlight a lot on hypothesis and insufficient on commonsense application. IEEE final year projects on machine learning In case you will succeed, you have to begin building machine learning projects in the near future.

    Projects assist you with improving your applied ML skills rapidly while allowing you to investigate an intriguing point. Furthermore, you can include projects into your portfolio, making it simpler to get a vocation, discover cool profession openings, and Final Year Project Centers in Chennai even arrange a more significant compensation.


    Data analytics is the study of dissecting crude data so as to make decisions about that data. Data analytics advances and procedures are generally utilized in business ventures to empower associations to settle on progressively Python Training in Chennai educated business choices. In the present worldwide commercial center, it isn't sufficient to assemble data and do the math; you should realize how to apply that data to genuine situations such that will affect conduct. In the program you will initially gain proficiency with the specialized skills, including R and Python dialects most usually utilized in data analytics programming and usage; Python Training in Chennai at that point center around the commonsense application, in view of genuine business issues in a scope of industry segments, for example, wellbeing, promoting and account.

    ReplyDelete