【贪心算法】POJ-3190 区间问题

最新推荐文章于 2022-10-12 15:18:35 发布

转载最新推荐文章于 2022-10-12 15:18:35 发布 · 154 阅读

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原文链接：http://www.cnblogs.com/CSLaker/p/7290804.html

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#数据结构与算法

本文介绍了一种解决奶牛挤奶时间冲突问题的算法。通过贪心策略，实现挤奶时间的有效分配，减少所需的挤奶位数量。文章详细阐述了算法的实现过程，并给出了完整的代码示例。

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一、题目

Description

Oh those picky N (1 <= N <= 50,000) cows! They are so picky that each one will only be milked over some precise time interval A..B (1 <= A <= B <= 1,000,000), which includes both times A and B. Obviously, FJ must create a reservation system to determine which stall each cow can be assigned for her milking time. Of course, no cow will share such a private moment with other cows.

Help FJ by determining:
The minimum number of stalls required in the barn so that each cow can have her private milking period
An assignment of cows to these stalls over time
Many answers are correct for each test dataset; a program will grade your answer.

Input

Line 1: A single integer, N

Lines 2..N+1: Line i+1 describes cow i's milking interval with two space-separated integers.

Output

Line 1: The minimum number of stalls the barn must have.

Lines 2..N+1: Line i+1 describes the stall to which cow i will be assigned for her milking period.

Sample Input

5
1 10
2 4
3 6
5 8
4 7

Sample Output

4
1
2
3
2
4

Hint

Explanation of the sample:

Here's a graphical schedule for this output:

Time 1 2 3 4 5 6 7 8 9 10

Stall 1 c1>>>>>>>>>>>>>>>>>>>>>>>>>>>

Stall 2 .. c2>>>>>> c4>>>>>>>>> .. ..

Stall 3 .. .. c3>>>>>>>>> .. .. .. ..

Stall 4 .. .. .. c5>>>>>>>>> .. .. ..
Other outputs using the same number of stalls are possible.

二、思路&心得

贪心策略：先将所有数据按照开始时间start从小到大进行排序，然后以结束时间end为关键字维护一个最小优先队列。
开始时先将排序后的第一个数据加入到优先队列中，然后依次扫描数据，若start大于队首元素的end值，则弹出队首元素，并将此时的数据加入到优先队列中，同时更新每个元素对应的stall[i]值。
算法结束时，队列的大小即为所需要的stall个数。
在定义结构体时，加入pos位置元素，以保存每个数据对应的原始位置，因为输出要求按照原始数据的顺序进行输出的。

三、代码

#include<cstdio>
#include<queue>
#include<algorithm>
#define MAX_SIZE 50005
using namespace std;

struct P {
    int start;
    int end;
    int pos;
} a[MAX_SIZE];

int N;

int stall[MAX_SIZE];

bool cmp(P a, P b) {
    return a.start < b.start;
}

bool operator > (P a, P b) {
    return a.end > b.end;
}

void solve() {
    priority_queue<P, vector<P>, greater<P> > que;
    for (int i = 0; i < N; i ++) {
        scanf("%d %d", &a[i].start, &a[i].end);
        a[i].pos = i;
    }
    sort(a, a + N, cmp);
    fill(stall, stall + N, 1);
    que.push(a[0]);
    for (int i = 1; i < N; i ++) {
        P temp = que.top();
        if (a[i].start > temp.end) {
            stall[a[i].pos] = stall[temp.pos];
            que.pop();
        } else {
            stall[a[i].pos] = que.size() + 1;
        }
        que.push(a[i]);
    }
    printf("%d\n", que.size());
    for (int i = 0; i < N; i ++) {
        printf("%d\n", stall[i]);
    }
}

int main() {
    scanf("%d", &N);
    solve();
    return 0;
}

转载于:https://www.cnblogs.com/CSLaker/p/7290804.html