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1057 Stack （分块思想）

分类: IT文章 • 2023-11-25 21:03:48

Stack is one of the most fundamental data structures, which is based on the principle of Last In First Out (LIFO). The basic operations include Push (inserting an element onto the top position) and Pop (deleting the top element). Now you are supposed to implement a stack with an extra operation: PeekMedian -- return the median value of all the elements in the stack. With N elements, the median value is defined to be the (-th smallest element if N is even, or (-th if N is odd.

Input Specification:

Each input file contains one test case. For each case, the first line contains a positive integer N (≤). Then N lines follow, each contains a command in one of the following 3 formats:

Push key
Pop
PeekMedian

where key is a positive integer no more than 1.

Output Specification:

For each Push command, insert key into the stack and output nothing. For each Pop or PeekMedian command, print in a line the corresponding returned value. If the command is invalid, print Invalid instead.

Sample Input:

17
Pop
PeekMedian
Push 3
PeekMedian
Push 2
PeekMedian
Push 1
PeekMedian
Pop
Pop
Push 5
Push 4
PeekMedian
Pop
Pop
Pop
Pop

Sample Output:

Invalid
Invalid
3
2
2
1
2
4
4
5
3
Invalid

　　

由于N<=10^5，暴力算法肯定超时，我一开始思考用multiset容器可以自动排序，只要找到中值即可

#include<cstdio>
#include<set>
#include<cstring>
#include<stack>
using namespace std;

stack<int> st;
multiset<int> se; 
int tot=0;

int main(){
    int n,m;
    char s[20];
    scanf("%d",&n);
    for(int i=1;i<=n;i++){
        scanf("%s",s);
        if(strcmp(s,"Pop")==0){
            if(tot==0) printf("Invalid
");
            else{
                int x=st.top();
                st.pop();
                se.erase(x);
                tot--;
                printf("%d
",x);
            }
        }else if(strcmp(s,"Push")==0){
            scanf("%d",&m);
            st.push(m);
            se.insert(m);
            tot++;
        }else{
            if(tot==0) printf("Invalid
");
            else{
                int k=tot;
                if(k%2==1) k=(k+1)/2;
                else k=k/2;
                multiset<int>::iterator it=se.begin();
                for(int i=1;i<=k-1;i++)
                    it++;
                int x=*it;
                printf("%d
",x);
            }
        }
    }
    return 0;
}

1057 Stack （分块思想）

set容器不能直接访问中值，这是由于底层是平衡树的原因，看来实际效果不好，学习了书上的分块思想，复杂度可达O(N√N)

#include<cstdio>
#include<cstring>
#include<stack>
using namespace std;
const int maxn=100010;
const int sqrN=316;

stack<int> st;
int block[sqrN];
int hash[maxn];

void Push(int x){
    st.push(x);
    hash[x]++;
    int c=x/sqrN;
    block[c]++; 
}

void Pop(){
    int x=st.top();
    printf("%d
",x);
    st.pop();
    block[x/sqrN]--;
    hash[x]--;
}

void peekMedian(int k){//第k小 
    int sum=0;
    int idx=0;
    while(sum+block[idx]<k) sum+=block[idx++];
    int num=idx*sqrN;
    while(sum+hash[num]<k) sum+=hash[num++];
    printf("%d
",num);
} 

int main(){
    int n,m;
    char s[20];
    scanf("%d",&n);
    memset(block,0,sizeof(block));
    memset(hash,0,sizeof(hash));
    for(int i=1;i<=n;i++){
        scanf("%s",s);
        if(strcmp(s,"Pop")==0){
            if(st.size()==0) printf("Invalid
");
            else Pop();
        }else if(strcmp(s,"Push")==0){
            scanf("%d",&m);
            Push(m);
        }else{
            if(st.size()==0) printf("Invalid
");
            else{
                int k=st.size();
                if(k%2==1) k=(k+1)/2;
                else k=k/2;
                peekMedian(k);
            }
        }
    }
    return 0;
}

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