Find K Pairs with Smallest Sums
Problem:
Similar to kth smallest element in a sorted matrix. We can treat the number in arrays as coordinates, and sum as value in matrix.
Solution:
ou 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]Analysis:
Similar to kth smallest element in a sorted matrix. We can treat the number in arrays as coordinates, and sum as value in matrix.
Solution:
class Solution { class Tuple { int x; int y; int sum; public Tuple(int x, int y, int sum) { this.x = x; this.y = y; this.sum = sum; } } public List<int[]> kSmallestPairs(int[] nums1, int[] nums2, int k) { List<int[]> res = new ArrayList<>(); if (nums1 == null || nums2 == null) return res; if (nums1.length == 0 || nums2.length == 0) return res; PriorityQueue<Tuple> queue = new PriorityQueue<>(k, new Comparator<Tuple>() { public int compare(Tuple a, Tuple b) { return a.sum - b.sum; } }); for (int i = 0; i < nums1.length; i++) { queue.offer(new Tuple(i, 0, nums1[i] + nums2[0])); } for (int i = 0; i < k; i++) { if (queue.isEmpty()) break; Tuple cur = queue.poll(); res.add(new int[]{nums1[cur.x], nums2[cur.y]}); if (cur.y + 1 < nums2.length) { queue.add(new Tuple(cur.x, cur.y + 1, nums1[cur.x] + nums2[cur.y + 1])); } } return res; } }
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