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  • Frequent Subsets Problem

    The frequent subset problem is defined as follows. Suppose U={1, 2,…ldots…,N} is the universe, and S1S_{1}S1​​, S2S_{2}S2​​,…ldots…,SMS_{M}SM​​ are MMM sets over UUU. Given a positive constant αalphaα, 0<α≤10<alpha leq 10<α1, a subset BBB (B≠0B eq 0B0) is α-frequent if it is contained in at least αMalpha MαM sets of S1S_{1}S1​​, S2S_{2}S2​​,…ldots…,SMS_{M}SM​​, i.e. ∣{i:B⊆Si}∣≥αMleft | left { i:Bsubseteq S_{i} ight } ight | geq alpha M∣{i:B⊆S​i​​}∣≥αM. The frequent subset problem is to find all the subsets that are α-frequent. For example, let U={1,2,3,4,5}U={1, 2,3,4,5}U={1,2,3,4,5}, M=3M=3M=3, α=0.5alpha =0.5α=0.5, and S1={1,5}S_{1}={1, 5}S​1​​={1,5}, S2={1,2,5}S_{2}={1,2,5}S​2​​={1,2,5}, S3={1,3,4}S_{3}={1,3,4}S​3​​={1,3,4}. Then there are 333 α-frequent subsets of UUU, which are {1}{1}{1},{5}{5}{5} and {1,5}{1,5}{1,5}.

    Input Format

    The first line contains two numbers N and αalpha α, where N is a positive integers, and αalpha α is a floating-point number between 0 and 1. Each of the subsequent lines contains a set which consists of a sequence of positive integers separated by blanks, i.e., line i+1 contains SiS_{i}Si​​, 1≤i≤M1 le i le M1iM . Your program should be able to handle NNN up to 202020 and MMM up to 505050.

    Output Format

    The number of αalphaα-frequent subsets.

    样例输入

    15 0.4
    1 8 14 4 13 2
    3 7 11 6
    10 8 4 2
    9 3 12 7 15 2
    8 3 2 4 5

    样例输出

    11

    题目来源

    2017 ACM-ICPC 亚洲区(南宁赛区)网络赛

    求在m个集合中出现次数大于a*m的子集数量。n不大与20  最大1<<20  不会超时,直接暴力可以做。

     1 #include <bits/stdc++.h>
     2 #define ll long long
     3 using namespace std;
     4 const int N = 110;
     5 int a[N];
     6 int main() {
     7     int n, num = 0, m = 0;
     8     double aa;
     9     char c;
    10     scanf("%d %lf", &n, &aa);
    11     getchar();
    12     while((c = getchar()) != EOF) {
    13         int ans = c - '0';
    14         while((c = getchar()) != '
    ') {
    15             if(c >= '0' && c <= '9') {
    16                 ans = ans * 10 + c - '0';
    17             }else {
    18                 a[m] += 1 << (ans - 1);
    19                 ans = 0;
    20             }
    21         }
    22         a[m] += 1 << (ans - 1);
    23         m ++;
    24     }
    25     int ma = ceil(aa*m);
    26     int cnt = 0;
    27     for(int i = 1; i < (1<<n); i ++) {
    28         int num = 0;
    29         for(int j = 0; j < m; j ++) {
    30             if((i & a[j]) == i) num ++;
    31         }
    32         if(num >= ma) cnt++;
    33     }
    34     printf("%d
    ",cnt);
    35     return 0;
    36 }
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  • 原文地址:https://www.cnblogs.com/xingkongyihao/p/7588610.html
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