三分法求极值

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二分法用来解决单调函数的极值问题,而三分法用来解决凸函数的极值问题。

所以在使用三分的时候要注意函数具有凹凸性

模板:

double cal(){//.....具体计算根据题目要求实现return 0.0;}void solve(){double left,right,mid1,mid2,ans,flg1,flg2;left=0.0;right=1000.0;while(right-left>eps){mid1=(2*left+right)/3;mid2=(left+2*right)/3;flg1=cal();//具体实现flg2=cal();if(flg1>flg2)right=mid2;elseleft=mid1;}ans=cal();//left}

例题:

hdu 3400

题意:平面上有两条线段AB和CD,在AB上行走的速度为P,CD上行走的速度为Q,其他区域行走的速度为R,问从A走到D的最短时间。

//============================================================================// Name        : hdu3400三分.cpp// Author      : xinge008// Version     :// Copyright   : Your copyright notice// Description : Hello World in C++, Ansi-style//============================================================================#include <iostream>#include <cstring>#include <cstdio>#include <cmath>#include <algorithm>#include <string>using namespace std;const double eps=1e-12;double P,Q,R;struct Node{double x,y;};Node A,B,C,D;Node dist(Node n1,Node n2){Node ans;ans.x=(n1.x+n2.x)/2;ans.y=(n1.y+n2.y)/2;return ans;}double cal(Node n1,Node n2){double t1=(n1.x-n2.x)*(n1.x-n2.x);double t2=(n1.y-n2.y)*(n1.y-n2.y);return sqrt(t1+t2);}double run1(Node da){Node left=C,right=D;double max=100,min=0;//double max=cal(left,right)/Q,min=0;while(fabs(max-min)>eps){Node mid1=dist(left,right);Node mid2=dist(mid1,right);min=cal(mid1,da)/R+cal(mid1,D)/Q;max=cal(mid2,da)/R+cal(mid2,D)/Q;if(min<=max)right=mid2;elseleft=mid1;}returnmax;}double run2(){Node left=A,right=B;double max=100,min=0;//double min=0,max=cal(A,B)/P;while(fabs(max-min)>eps){Node mid1=dist(left,right);Node mid2=dist(mid1,right);min=cal(mid1,A)/P+run1(mid1);max=cal(mid2,A)/P+run1(mid2);if(min<=max)right=mid2;elseleft=mid1;}return max;}void gao(){int T;scanf("%d",&T);while(T--){scanf("%lf%lf%lf%lf",&A.x,&A.y,&B.x,&B.y);scanf("%lf%lf%lf%lf",&C.x,&C.y,&D.x,&D.y);scanf("%lf%lf%lf",&P,&Q,&R);printf("%.2lf\n",run2());}}int main() {gao();return 0;}


HDU3714

题意:函数F[x]=max{Si(x)}  (i=0,1,2,3,...,n)    其中Si(x)为二次函数, 求函数F[X]的最小值。

//============================================================================// Name        : 三分.cpp// Author      : xinge008// Version     :// Copyright   : Your copyright notice// Description : Hello World in C++, Ansi-style//============================================================================#include <iostream>#include <cstring>#include <string>#include <cmath>#include <algorithm>#include <cstdio>using namespace std;const int maxn=10010;const double eps = 1e-12;struct node{double a,b,c;}data[maxn];double _Max(double a,double b){if(a>b)return a;return b;}double cal1(int i,double da){return data[i].a*da*da+data[i].b*da+data[i].c;}double cal2(double x,int n){double ans=-1e10;for(int i=1;i<=n;i++)ans=_Max(ans,cal1(i,x));return ans;}void cal(int n){double left,right,ans,mid1,mid2;left=0;right=1000.0;while(right-left>eps){//在此是高精度的要求mid1=(2*left+right)/3;mid2=(left+2*right)/3;double flg1=cal2(mid1,n);double flg2=cal2(mid2,n);if(flg1>flg2){left=mid1;}else{right=mid2;}}ans=cal2(left,n);printf("%.4lf\n",ans);}int main() {int T;scanf("%d",&T);while(T--){int num;scanf("%d",&num);for(int i=1;i<=num;i++){scanf("%lf%lf%lf",&data[i].a,&data[i].b,&data[i].c);}cal(num);}return 0;}