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  • SGU-495 Kids and Prizes 概率DP

      题目链接:http://acm.sgu.ru/problem.php?contest=0&problem=495

      题意:有n个盒子,每个盒子里面放了一个奖品,m个人轮流去选择盒子,如果盒子里面有奖品,就把奖品拿走,盒子留下,否则直接走人。求最后被抽走的奖品数期望。。。

      如果直接考虑用期望来建立DP,复杂度都很高,而且题目精度过高。换一个角度思考,考虑每个奖品不被拿走的概率(1/n)^m,那么不被拿走的期望就是n*(1/n)^m,则拿走的期望n-n*(1/n)^m,复杂度O(1)。还可以考虑f[i]表示第 i 个人拿到奖品的概率,那么1-f[i]就是没有拿到奖品的概率,是对立事件,则f[i]=(1-f[i-1])*f[i-1] + f[i-1]*(f[i-1]-1/n),(1-f[i-1])*f[i-1]表示第 j-1 个人没有拿到奖品,f[i-1]*(f[i-1]-1/n)表示第 j-1 个人拿到奖品了,那么接下来拿到奖品的概率就会减小1/n。。

      O(1):

     1 //STATUS:C++_AC_15MS_320KB
     2 #include <functional>
     3 #include <algorithm>
     4 #include <iostream>
     5 //#include <ext/rope>
     6 #include <fstream>
     7 #include <sstream>
     8 #include <iomanip>
     9 #include <numeric>
    10 #include <cstring>
    11 #include <cassert>
    12 #include <cstdio>
    13 #include <string>
    14 #include <vector>
    15 #include <bitset>
    16 #include <queue>
    17 #include <stack>
    18 #include <cmath>
    19 #include <ctime>
    20 #include <list>
    21 #include <set>
    22 #include <map>
    23 using namespace std;
    24 //#pragma comment(linker,"/STACK:102400000,102400000")
    25 //using namespace __gnu_cxx;
    26 //define
    27 #define pii pair<int,int>
    28 #define mem(a,b) memset(a,b,sizeof(a))
    29 #define lson l,mid,rt<<1
    30 #define rson mid+1,r,rt<<1|1
    31 #define PI acos(-1.0)
    32 //typedef
    33 typedef __int64 LL;
    34 typedef unsigned __int64 ULL;
    35 //const
    36 const int N=130;
    37 const int INF=0x3f3f3f3f;
    38 const LL MOD=1000000007,STA=8000010;
    39 const LL LNF=1LL<<55;
    40 const double EPS=1e-9;
    41 const double OO=1e30;
    42 const int dx[4]={-1,0,1,0};
    43 const int dy[4]={0,1,0,-1};
    44 const int day[13]={0,31,28,31,30,31,30,31,31,30,31,30,31};
    45 //Daily Use ...
    46 inline int sign(double x){return (x>EPS)-(x<-EPS);}
    47 template<class T> T gcd(T a,T b){return b?gcd(b,a%b):a;}
    48 template<class T> T lcm(T a,T b){return a/gcd(a,b)*b;}
    49 template<class T> inline T lcm(T a,T b,T d){return a/d*b;}
    50 template<class T> inline T Min(T a,T b){return a<b?a:b;}
    51 template<class T> inline T Max(T a,T b){return a>b?a:b;}
    52 template<class T> inline T Min(T a,T b,T c){return min(min(a, b),c);}
    53 template<class T> inline T Max(T a,T b,T c){return max(max(a, b),c);}
    54 template<class T> inline T Min(T a,T b,T c,T d){return min(min(a, b),min(c,d));}
    55 template<class T> inline T Max(T a,T b,T c,T d){return max(max(a, b),max(c,d));}
    56 //End
    57 
    58 double n,m;
    59 
    60 int main(){
    61   //  freopen("in.txt","r",stdin);
    62     int i,j;
    63     while(~scanf("%lf%lf",&n,&m))
    64     {
    65         printf("%.10lf
    ",n*(1-pow((n-1)/n,m)));
    66     }
    67     return 0;
    68 }

      O(m):

     1 //STATUS:C++_AC_15MS_1675KB
     2 #include <functional>
     3 #include <algorithm>
     4 #include <iostream>
     5 //#include <ext/rope>
     6 #include <fstream>
     7 #include <sstream>
     8 #include <iomanip>
     9 #include <numeric>
    10 #include <cstring>
    11 #include <cassert>
    12 #include <cstdio>
    13 #include <string>
    14 #include <vector>
    15 #include <bitset>
    16 #include <queue>
    17 #include <stack>
    18 #include <cmath>
    19 #include <ctime>
    20 #include <list>
    21 #include <set>
    22 #include <map>
    23 using namespace std;
    24 //#pragma comment(linker,"/STACK:102400000,102400000")
    25 //using namespace __gnu_cxx;
    26 //define
    27 #define pii pair<int,int>
    28 #define mem(a,b) memset(a,b,sizeof(a))
    29 #define lson l,mid,rt<<1
    30 #define rson mid+1,r,rt<<1|1
    31 #define PI acos(-1.0)
    32 //typedef
    33 typedef __int64 LL;
    34 typedef unsigned __int64 ULL;
    35 //const
    36 const int N=100010;
    37 const int INF=0x3f3f3f3f;
    38 const LL MOD=1000000007,STA=8000010;
    39 const LL LNF=1LL<<55;
    40 const double EPS=1e-9;
    41 const double OO=1e30;
    42 const int dx[4]={-1,0,1,0};
    43 const int dy[4]={0,1,0,-1};
    44 const int day[13]={0,31,28,31,30,31,30,31,31,30,31,30,31};
    45 //Daily Use ...
    46 inline int sign(double x){return (x>EPS)-(x<-EPS);}
    47 template<class T> T gcd(T a,T b){return b?gcd(b,a%b):a;}
    48 template<class T> T lcm(T a,T b){return a/gcd(a,b)*b;}
    49 template<class T> inline T lcm(T a,T b,T d){return a/d*b;}
    50 template<class T> inline T Min(T a,T b){return a<b?a:b;}
    51 template<class T> inline T Max(T a,T b){return a>b?a:b;}
    52 template<class T> inline T Min(T a,T b,T c){return min(min(a, b),c);}
    53 template<class T> inline T Max(T a,T b,T c){return max(max(a, b),c);}
    54 template<class T> inline T Min(T a,T b,T c,T d){return min(min(a, b),min(c,d));}
    55 template<class T> inline T Max(T a,T b,T c,T d){return max(max(a, b),max(c,d));}
    56 //End
    57 
    58 double f[N];
    59 int n,m;
    60 
    61 int main(){
    62  //   freopen("in.txt","r",stdin);
    63     int i,j;
    64     double ans;
    65     while(~scanf("%d%d",&n,&m))
    66     {
    67         f[0]=1;ans=1;
    68         for(i=1;i<m;i++){
    69             f[i]=(1-f[i-1])*f[i-1]+f[i-1]*(f[i-1]-1.0/n);
    70             ans+=f[i];
    71         }
    72 
    73         printf("%.10lf
    ",ans);
    74     }
    75     return 0;
    76 }
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  • 原文地址:https://www.cnblogs.com/zhsl/p/3253858.html
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