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373. Find K Pairs with Smallest

373. Find K Pairs with Smallest

作者: FlynnLWang | 来源:发表于2016-12-31 02:18 被阅读0次

    Question

    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 (u****1****,v****1****),(u****2****,v****2****) ...(u****k****,v****k****) 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]


    Code

    public class Solution {
        public class Tuple {
            public int index1;
            public int index2;
            public int value1;
            public int value2;
            public Tuple(int index1, int index2, int value1, int value2) {
                this.index1 = index1;
                this.index2 = index2;
                this.value1 = value1;
                this.value2 = value2;
            }
        }
        
        public List<int[]> kSmallestPairs(int[] nums1, int[] nums2, int k) {
            List<int[]> result = new ArrayList<>();
            if (k == 0 || nums1.length == 0 || nums2.length == 0) return result;
            
            PriorityQueue<Tuple> pq = new PriorityQueue<>(new Comparator<Tuple>() {
                public int compare(Tuple t1, Tuple t2) {
                    return (t1.value1 + t1.value2) - (t2.value1 + t2.value2);
                }    
            });
            for (int i = 0; i < nums1.length; i++) {
                Tuple tuple = new Tuple(i, 0, nums1[i], nums2[0]);
                pq.offer(tuple);
            }
            while (pq.size() > 0 && result.size() < k) {
                Tuple tuple = pq.poll();
                
                int[] t = new int[2];
                t[0] = tuple.value1;
                t[1] = tuple.value2;
                result.add(t);
                
                if (tuple.index2 + 1 < nums2.length) {
                    tuple.index2++;
                    tuple.value2 = nums2[tuple.index2];
                    pq.offer(tuple);
                }
            }
            
            return result;
        }
    }
    

    Solution

    使用PriorityQueue解决。

    自定义一个二元组Tuple,其中含有nums1中某元素的下标index1和值value1以及nums2中某元素的下标index2和值value2。

    定义一个PriorityQueue,排序是按照Tuple中value1和value2的和排序。

    初始化时,将nums1中所有元素与nums2中第一个元素组成Tuple,加入队列中。

    循环,弹出队列中第一个元素,将元素的value1和value2加入结果集中。并将元素的index2 + 1,value2更新后,重新加入队列中。循环直至结果集大小为k或队列为空。

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