373 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:
The first 3 pairs are returned from the sequence:Given nums1 = [1,7,11], nums2 = [2,4,6], k = 3 Return: [1,2],[1,4],[1,6]
[1,2],[1,4],[1,6],[7,2],[7,4],[11,2],[7,6],[11,4],[11,6]
- Example 2:
The first 2 pairs are returned from the sequence:Given nums1 = [1,1,2], nums2 = [1,2,3], k = 2 Return: [1,1],[1,1]
[1,1],[1,1],[1,2],[2,1],[1,2],[2,2],[1,3],[1,3],[2,3]
- Example 3:
All possible pairs are returned from the sequence:Given nums1 = [1,2], nums2 = [3], k = 3 Return: [1,3],[2,3]
Notes[1,3],[2,3]
Originally I want to solve this problem using two pointers. But later I found that we will miss certain pairs. - Use heap (priority_queue) to solve the problem.
- (It is a derivation of topK problem.)
class Solution {
public:
vector<pair<int, int>> kSmallestPairs(vector<int>& nums1, vector<int>& nums2, int k) {
priority_queue<pair<int, int>> record;
int n1 = nums1.size(), n2 = nums2.size();
vector<pair<int, int>> res;
if ( n1 == 0 or n2 == 0 ) return res;
for ( int i1 = 0; i1 <= n1-1; i1++ ) {
for ( int i2 = 0; i2 <= n2-1; i2++ ) {
if ( record.size() <= k-1 ) {record.push(pair<int, int>(nums1[i1]+nums2[i2], nums2[i2])); continue;}
if ( nums1[i1] + nums2[i2] >= record.top().first ) continue;
record.push(pair<int, int>(nums1[i1]+nums2[i2], nums2[i2]));
record.pop();
}
}
while ( record.size() != 0 ) {
auto tmp = record.top();
record.pop();
res.push_back(pair<int, int>(tmp.first-tmp.second, tmp.second));
}
reverse(res.begin(), res.end());
return res;
}
};