zoj 3696 Alien's Organ（泊松分布）

题目链接：http://acm.zju.edu.cn/onlinejudge/showProblem.do?problemCode=3696

Alien's Organ

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Time Limit: 2 Seconds      Memory Limit: 65536 KB

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There's an alien whose name is Marjar. It is an universal solder came from planet Highrich a long time ago.

Marjar is a strange alien. It needs to generate new organs(body parts) to fight. The generated organs will provide power to Marjar and then it will disappear. To fight for problem of moral integrity decay on our earth, it will randomly generate new fighting organs all the time, no matter day or night, no matter rain or shine. Averagely, it will generate λ new fighting organs every day.

Marjar's fighting story is well known to people on earth. So can you help to calculate the possibility of that Marjar generates no more than N organs in one day?

Input

The first line contains a single integer T (0 ≤ T ≤ 10000), indicating there are T cases in total. Then the following T lines each contains one integer N (1 ≤ N ≤ 100) and one float numberλ (1 ≤ λ ≤ 100), which are described in problem statement.

Output

For each case, output the possibility described in problem statement, rounded to 3 decimal points.

Sample Input

3
5 8.000
8 5.000
2 4.910

Sample Output

0.191
0.932
0.132

题意：一个外星人随机产生器官，一天产生的数量的期望是x,求一天内产生个数小于等于N的概率。

分析：泊松分布的概率分布函数为： 泊松分布的參数λ是单位时间(或单位面积)内随机事件的平均发生率。 泊松分布适合于描写叙述单位时间内随机事件发生的次数。  泊松分布的期望和方差均为λ。

#include <cstdio>
#include <cmath>

int main()
{
    double x;
    int T, n;
    scanf("%d", &T);
    while(T--) {
        scanf("%d%lf", &n, &x);
        double ans = 0;
        double fac = 1;
        for(int i = 1; i <= n; i++) {
            fac *= (double)i;
            ans += pow(x, (double)i) / fac * exp(-x);
        }
        ans += exp(-x); // P(x=0)的情况
        printf("%.3lf\n", ans);
    }
    return 0;
}