2899 Strange fuction【爬山演算法 || 模擬退火】
阿新 • • 發佈:2018-12-09
Time limit 1000 ms
Memory limit 32768 kB
Now, here is a fuction:
$F(x) = 6 * x7+8*x6+7x3+5*x2-yx (0 <= x <=100) $
Can you find the minimum value when x is between 0 and 100.
Input
The first line of the input contains an integer T(1<=T<=100) which means the number of test cases. Then T lines follow, each line has only one real numbers Y.(0 < Y <1e10)
Output
Just the minimum value (accurate up to 4 decimal places),when x is between 0 and 100.
題目分析
這題正解本來是二分來著
//爬山演算法
#include<iostream>
#include<cstdio>
#include<cstring>
#include<algorithm>
#include<queue>
#include<vector>
using namespace std;
typedef double dd;
#define T 100//初始溫度
#define delta 0.999//降溫係數
#define eps 1e-8//溫度下限
int read()
{
int x=0,f=1;
char ss=getchar();
while(ss<'0'||ss>'9'){if(ss=='-')f=-1;ss=getchar();}
while(ss>='0'&&ss<='9'){x=x*10+ss-'0';ss=getchar();}
return x*f;
}
int Q;
dd y,ans;
dd dx[2]={1.0,-1.0};
dd qpow( dd a,int k){ dd res=1.0; while(k>0){ if(k&1)res*=a; a*=a; k>>=1;} return res;}
dd F(dd x){ return 6.0*qpow(x,7)+8.0*qpow(x,6)+7.0*qpow(x,3)+5.0*qpow(x,2)-y*x;}
int main()
{
Q=read();
while(Q--)
{
scanf("%lf",&y);
dd t=T,r=delta,x=100.0;
while(t>eps)
{
dd nx=-1.0;
while(nx<0||nx>100) nx=x+dx[rand()%2]*t;
if(F(nx)<F(x)) x=nx;
t*=r;
}
printf("%.4lf\n",F(x));
}
}
//模擬退火
#include<iostream>
#include<cstdio>
#include<cstring>
#include<algorithm>
#include<queue>
#include<cmath>
using namespace std;
typedef double dd;
#define T 100//初始溫度
#define delta 0.999//降溫係數
#define eps 1e-8//溫度下限
int read()
{
int x=0,f=1;
char ss=getchar();
while(ss<'0'||ss>'9'){if(ss=='-')f=-1;ss=getchar();}
while(ss>='0'&&ss<='9'){x=x*10+ss-'0';ss=getchar();}
return x*f;
}
int Q;
dd y;
dd dx[2]={1.0,-1.0};
dd qpow(dd a,int k){ dd res=1.0; while(k>0){ if(k&1)res*=a; a*=a; k>>=1;} return res;}
dd F(dd x){ return 6.0*qpow(x,7)+8.0*qpow(x,6)+7.0*qpow(x,3)+5.0*qpow(x,2)-y*x;}
int main()
{
Q=read();
while(Q--)
{
scanf("%lf",&y);
dd t=T,x=100.0,ans=F(x);
while(t>eps)
{
dd nx=-1.0;
while(nx<0||nx>100) nx=x+dx[rand()%2]*t;
dd dE=ans-F(nx);
if(dE>=0) x=nx,ans=F(nx);
else if( exp(dE/t) > ((dd)rand()/(dd)RAND_MAX) ) x=nx;
//以一定概率接收非更優解
t*=delta;
}
printf("%.4lf\n",ans);
}
return 0;
}