zoukankan      html  css  js  c++  java
  • leetcode_378. Kth Smallest Element in a Sorted Matrix_堆的应用

    Given a n x n matrix where each of the rows and columns are sorted in ascending order, find the kth smallest element in the matrix.

    Note that it is the kth smallest element in the sorted order, not the kth distinct element.

    Example:

    matrix = [
       [ 1,  5,  9],
       [10, 11, 13],
       [12, 13, 15]
    ],
    k = 8,
    
    return 13.

    Note: 
    You may assume k is always valid, 1 ≤ k ≤ n2.

    矩阵元素按行按列递增有序,将matr[0][0]元素压进堆中,然后进行k-1次下面操作:

      取堆顶元素,将其在矩阵中的右边和下边的元素入堆,pop堆顶元素。

    最后堆顶元素即是第k小的数。

    #include<iostream>
    #include<vector>
    #include<queue>
    #include<cstring>
    using namespace std;
    
    struct Node
    {
        int x,y,num;
        Node(int a,int b,int c)
        {
            x=a;
            y=b;
            num=c;
        }
        bool operator < (const Node& x)const
        {
            return num>x.num;
        }
    };
    
    class Solution
    {
    public:
        int kthSmallest(vector<vector<int> >& matrix, int k)
        {
            int len=matrix.size();
            bool inheap[1000][1000];
            memset(inheap,0,sizeof(inheap));
            priority_queue<Node> heap;
            heap.push(Node(0,0,matrix[0][0]));
            for(int i=0; i<k-1; i++)
            {
                Node now=heap.top();
                if(now.x<len-1&&inheap[now.x+1][now.y]==0)
                {
                    heap.push(Node(now.x+1,now.y,matrix[now.x+1][now.y]));
                    inheap[now.x+1][now.y]=1;
                }
                if(now.y<len-1&&inheap[now.x][now.y+1]==0)
                {
                    heap.push(Node(now.x,now.y+1,matrix[now.x][now.y+1]));
                    inheap[now.x][now.y+1]=1;
                }
                heap.pop();
            }
            return heap.top().num;
        }
    };
  • 相关阅读:
    病毒分裂(分治)
    【CQYZ-vijos】P1333 舞伴的搭配(贪心算法)
    算法系列之图--拓扑排序
    算法系列之图--DFS
    算法系列之图--BFS
    python读取txt里的json文件,存到excel,例子2
    python读取txt里的json文件,存到excel,例子1
    python读取excel数据做分类统计
    python datetime中timedelta的用法
    bootstrap用法小计
  • 原文地址:https://www.cnblogs.com/jasonlixuetao/p/10071380.html
Copyright © 2011-2022 走看看