light oj 1038 - Race to 1 Again(概率DP)

    xiaoxiao2021-04-14  62

    题目链接:http://lightoj.com/volume_showproblem.php?problem=1038

    1038 - Race to 1 Again    PDF (English)StatisticsForum Time Limit: 2 second(s)Memory Limit: 32 MB

    Rimi learned a new thing about integers, which is - any positive integer greater than 1 can be divided by its divisors. So, he is now playing with this property. He selects a number N. And he calls this D.

    In each turn he randomly chooses a divisor of D (1 to D). Then he divides D by the number to obtain new D. He repeats this procedure until D becomes 1. What is the expected number of moves required for N to become 1.

    Input

    Input starts with an integer T (≤ 10000), denoting the number of test cases.

    Each case begins with an integer N (1 ≤ N ≤ 105).

    Output

    For each case of input you have to print the case number and the expected value. Errors less than 10-6 will be ignored.

    Sample Input

    Output for Sample Input

    3

    1

    2

    50

    Case 1: 0

    Case 2: 2.00

    Case 3: 3.0333333333

     


    PROBLEM SETTER: JANE ALAM JAN

    题意:求n变成1的期望(n除以它的因子)

    解析:dp[i]表示i的期望,dp[i] = (dp[i/xi] + dp[i/x2] + dp[i/x3] + ...... + dp[i] + 1 * num ) / num   (x1, x2,x3,......i)都是i的因子,一共num个因子, + 1 表示还有一步从xi到i,一个加了num个, 因子包括1和它自己,上面的式子是原始的式子,可以进一步推导变成dp[i] = (dp[i/x1] + dp[i/x2] + dp[i/x3] + ...+ num) / (num-1)

    代码:

    #include<iostream> #include<algorithm> #include<cstdio> #include<cstring> #include<vector> #include<queue> #include<map> #include<cmath> #define N 100009 using namespace std; const int INF = 0x3f3f3f3f; double dp[N]; void init() { dp[1] = 0; dp[2] = 2.00; for(int i = 3; i <= 100000; i++) { int k = sqrt(i), cnt = 0; double sum = 0; for(int j = 1; j <= k; j++) { if(i % j == 0) { cnt++; sum += dp[j]; if(i / j != j) cnt++, sum+= dp[i/j]; } } dp[i] = (sum + cnt) / (cnt - 1); } } int main() { init(); int t, cnt = 0, n; scanf("%d", &t); while(t--) { scanf("%d", &n); printf("Case %d: %f\n", ++cnt, dp[n]); } }

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