• HDU-4336 Card Collector 概率DP


      题目链接:http://acm.hdu.edu.cn/showproblem.php?pid=4336

      题意:买食品收集n个卡片,每个卡片的概率分别是pi,且Σp[i]<=1,求收集n个卡片需要买的食品数的期望。

      压缩DP:把每个食品用二进制表示,0和1分别表示没有卡片和已经收集到此卡片的期望,则

         f[s]=(1-Σp[i])*f[s]+Σp[j]*f[s]+Σp[k]*f[s|(1<<k)]  

          s表示状态,i表示所有卡片编号,j表示s状态中已经有的卡片编号,k表示s状态中没有的卡片编号

      ->  Σp[i]*f[s]=Σp[i]*f[s|(1<<i)] 

      或者容斥原理做:

      压缩DP:

     1 //STATUS:C++_AC_281MS_7128KB
     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=(1<<20)+10;
    37 const int INF=0x3f3f3f3f;
    38 const int 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 p[23],f[N];
    59 int n;
    60 
    61 int main(){
    62  //   freopen("in.txt","r",stdin);
    63     int i,j,up;
    64     double s;
    65     while(~scanf("%d",&n))
    66     {
    67         for(i=0;i<n;i++){
    68             scanf("%lf",&p[i]);
    69         }
    70         up=(1<<n)-1;
    71         f[up]=0;
    72         for(i=up-1;i>=0;i--){
    73             f[i]=1;s=0;
    74             for(j=0;j<n;j++){
    75                 if(i&(1<<j))continue;
    76                 f[i]+=p[j]*f[i|(1<<j)];
    77                 s+=p[j];
    78             }
    79             f[i]/=s;
    80         }
    81 
    82         printf("%lf
    ",f[0]);
    83     }
    84     return 0;
    85 }

      容斥原理:

     1 //STATUS:C++_AC_203MS_244KB
     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=(1<<20)+10;
    37 const int INF=0x3f3f3f3f;
    38 const int 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 p[23];
    59 int n;
    60 
    61 int main(){
    62  //   freopen("in.txt","r",stdin);
    63     int i,j,up,cnt;
    64     double ans,s;
    65     while(~scanf("%d",&n))
    66     {
    67         for(i=0;i<n;i++){
    68             scanf("%lf",&p[i]);
    69         }
    70         up=(1<<n)-1;ans=0;
    71         for(i=1;i<=up;i++){
    72             s=0;
    73             for(j=cnt=0;j<n;j++){
    74                 if(i&(1<<j)){
    75                     cnt++;
    76                     s+=p[j];
    77                 }
    78             }
    79             if(cnt&1)ans+=1/s;
    80             else ans-=1/s;
    81         }
    82 
    83         printf("%lf
    ",ans);
    84     }
    85     return 0;
    86 }
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  • 原文地址:https://www.cnblogs.com/zhsl/p/3244041.html
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