题目链接:https://leetcode.com/problems/find-k-pairs-with-smallest-sums/
题目:
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]
思路:
刚开始没想用heap做,记录几个下标,维护遍历过程中可能最小的pair,结果在更新下标时,越做越麻烦,遂放弃,参考别人的做法:
用最小堆保存遍历过程中的pairs。
当遍历到(i,j)时,继续往下遍历,相邻的结点是(i+1,j),(i,j+1)
因为是有序数组,这两个pair是较小的,加入堆中。
算法:
public List<int[]> kSmallestPairs(int[] nums1, int[] nums2, int k) { List<int[]> res = new ArrayList<int[]>(); boolean visit[][] = new boolean[nums1.length][nums2.length]; Queue<int[]> heap = new PriorityQueue<int[]>(new Comparator<int[]>(){ public int compare(int[] i, int[] j) { return (nums1[i[0]] + nums2[i[1]] -( nums1[j[0]] + nums2[j[1]])); } }); heap.add(new int[] { 0, 0 }); visit[0][0] = true; while (!heap.isEmpty() && res.size() < k) { int d[] = heap.poll(); res.add(new int[] { nums1[d[0]], nums2[d[1]] }); if (d[1] + 1 < nums2.length && visit[d[0]][d[1] + 1] == false) { heap.add(new int[] { d[0], d[1] + 1 }); visit[d[0]][d[1] + 1] = true; } if (d[0] + 1 < nums1.length && visit[d[0]+1][d[1]] == false) { heap.add(new int[] { d[0]+1, d[1]}); visit[d[0]+1][d[1]] = true; } } return res; }