数据结构之单调栈与优先队列

本文详细解析了LeetCode 85题“最大矩形”和AtCoder Beginner Contest 137 D题“Summer Vacation”的算法解决方案。针对“最大矩形”,介绍了使用单调栈求解二维二进制矩阵中只包含1的最大矩形面积的方法;对于“Summer Vacation”,阐述了如何运用优先队列策略,在限定天数内完成任务以获得最大总奖励。

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单调栈-LeetCode 85.最大矩形

给定一个仅包含 0 和 1 的二维二进制矩阵,找出只包含 1 的最大矩形,并返回其面积。

示例:

输入:
[
  ["1","0","1","0","0"],
  ["1","0","1","1","1"],
  ["1","1","1","1","1"],
  ["1","0","0","1","0"]
]
输出: 6

 

枚举每一行,当前行的每一列就可以组成一个类似于上图的柱状图,然后就是求柱状图中的最大矩形,更新最大值即可.

stack<int> s;
vector<int> v;
class Solution
{
public:
    int maximalRectangle(vector<vector<char>>& matrix)
    {
        if(matrix.empty()) return 0;
        int row=matrix.size(),col=matrix[0].size();
        v.clear();
        int ans=0;
        for(int i=0; i<row; i++)
        {
            for(int j=0; j<col; j++)
            {
                if(i==0)
                {
                    v.push_back(matrix[i][j]=='1'?1:0);
                }
                else
                {
                    v[j]=(matrix[i][j]=='1'?v[j]+1:0);
                }
            }
            ans=max(ans,largestRectangleArea());
        }
        return ans;
    }
    int largestRectangleArea()
    {
        while(!s.empty()) s.pop();
        int maxarea=0,n=v.size();
        s.push(-1);
        for(int i=0; i<n; i++)
        {
            while(s.top()!=-1&&v[s.top()]>=v[i])
            {
                int top=s.top();
                s.pop();
                maxarea=max(maxarea,v[top]*(i-s.top()-1));
            }
            s.push(i);

        }
        while(s.top()!=-1)
        {
            int top=s.top();
            s.pop();
            maxarea=max(maxarea,v[top]*(n-s.top()-1));
        }
        return maxarea;
    }
};

优先队列-AtCoder Beginner Contest 137 D - Summer Vacation

Problem Statement

There are N one-off jobs available. If you take the i-th job and complete it, you will earn the reward of Bi after Ai days from the day you do it.

You can take and complete at most one of these jobs in a day.

However, you cannot retake a job that you have already done.

Find the maximum total reward that you can earn no later than M days from today.

You can already start working today.

Constraints

  • All values in input are integers.
  • 1≤N≤10^5
  • 1≤M≤10^5
  • 1≤Ai≤10^5
  • 1≤Bi≤10^4

Input

Input is given from Standard Input in the following format:

N M
A1 B1
A2 B2
⋮
AN BN

Output

Print the maximum total reward that you can earn no later than M days from today.


Sample Input 1

3 4
4 3
4 1
2 2

Sample Output 1

5

当B[i]=B[j],优先选择min(A[i],A[j]),因此从后往前枚举m天,即可用天数必须是从小到大的,然后借助于优先队列的特殊性质.

#include<bits/stdc++.h>
using namespace std;
typedef long long ll;
const int maxn=1e5+5;
vector<int>v[maxn];
priority_queue<int>q;
int main()
{
    int n,m;
    scanf("%d%d",&n,&m);
    int a,b;
    for(int i=0;i<n;i++){
        scanf("%d%d",&a,&b);
        v[a].push_back(b);
    }
    int ans=0;
    for(int i=1;i<=m;i++){
        for(auto c:v[i]) q.push(c);
        if(!q.empty()){
            ans+=q.top();
            q.pop();
        }
    }
    printf("%d\n",ans);
}

 

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