数学建模社区-数学中国
标题:
极限测试之Matlab与Forcal真实演练
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作者:
forcal
时间:
2011-8-4 08:15
标题:
极限测试之Matlab与Forcal真实演练
首先要说明的是本测试系列,除了比较编译效率外,其余所有运行效率的比较都是将matlab的首次运行排出在外,因matlab程序首次运行效率较低。理论上,Forcal程序任意次运行效率都是一样的。不过话又说回来,任意程序包含的函数,有些是需要多次运行的,而有些仅运行一次,甚至一次都不运行,故matlab函数首次运行效率较低应该是一个缺点。但如果说,matlab函数首次运行会对函数进行优化,以后运行效率会显著提高,则matlab函数首次运行效率较低就成了一个优点。
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=============
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本次演练要用matlab和Forcal实现两个实用函数并进行测试。当然,对脚本来说,这些函数用C/C++或Fortran来实现应是脚本的最佳选择。
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=============
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1、求解实系数方程组的全选主元高斯消去法:包含大量数组元素存取操作
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C/C++代码:
#include "stdafx.h"
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#include <stdio.h>
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#include <stdlib.h>
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#include "time.h"
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#include "math.h"
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int agaus(double *a,double *b,int n)
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{
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int *js,l,k,i,j,is,p,q;
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double d,t;
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js=new int[n];
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l=1;
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for (k=0;k<=n-2;k++)
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{
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d=0.0;
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for (i=k;i<=n-1;i++)
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{
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for (j=k;j<=n-1;j++)
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{
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t=fabs(a[i*n+j]);
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if (t>d) { d=t; js[k]=j; is=i;}
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}
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}
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if (d+1.0==1.0)
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{
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l=0;
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}
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else
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{
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if (js[k]!=k)
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{
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for (i=0;i<=n-1;i++)
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{
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p=i*n+k; q=i*n+js[k];
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t=a[p]; a[p]=a[q]; a[q]=t;
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}
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}
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if (is!=k)
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{
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for (j=k;j<=n-1;j++)
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{
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p=k*n+j; q=is*n+j;
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t=a[p]; a[p]=a[q]; a[q]=t;
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}
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t=b[k]; b[k]=b[is]; b[is]=t;
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}
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}
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if (l==0)
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{
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delete[] js; printf("fail\n");
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return(0);
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}
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d=a[k*n+k];
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for (j=k+1;j<=n-1;j++)
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{
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p=k*n+j; a[p]=a[p]/d;
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}
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b[k]=b[k]/d;
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for (i=k+1;i<=n-1;i++)
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{
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for (j=k+1;j<=n-1;j++)
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{
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p=i*n+j;
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a[p]=a[p]-a[i*n+k]*a[k*n+j];
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}
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b[i]=b[i]-a[i*n+k]*b[k];
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}
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}
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d=a[(n-1)*n+n-1];
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if (fabs(d)+1.0==1.0)
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{
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delete[] js; printf("fail\n");
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return(0);
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}
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b[n-1]=b[n-1]/d;
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for (i=n-2;i>=0;i--)
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{
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t=0.0;
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for (j=i+1;j<=n-1;j++)
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{
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t=t+a[i*n+j]*b[j];
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}
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b[i]=b[i]-t;
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}
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js[n-1]=n-1;
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for (k=n-1;k>=0;k--)
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{
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if (js[k]!=k)
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{
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t=b[k]; b[k]=b[js[k]]; b[js[k]]=t;
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}
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}
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delete[] js;
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return(1);
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}
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int main(int argc, char *argv[])
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{
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int i,j,k;
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double a[4][4]=
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{ {0.2368,0.2471,0.2568,1.2671},
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{0.1968,0.2071,1.2168,0.2271},
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{0.1581,1.1675,0.1768,0.1871},
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{1.1161,0.1254,0.1397,0.1490} };
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double b[4]={1.8471,1.7471,1.6471,1.5471};
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double aa[4][4],bb[4];
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clock_t tm;
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tm=clock();
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for(i=0;i<10000;i++)
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{
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for(j=0;j<4;j++)
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{
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for(k=0;k<4;k++)
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{
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aa[j][k]=a[j][k];
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}
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}
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for(j=0;j<4;j++)
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{
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bb[j]=b[j];
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}
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agaus((double *)aa,bb,4);
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}
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printf("循环 %d 次, 耗时 %d 毫秒。\n", i,(clock()-tm));
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for (i=0;i<=3;i++)
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{
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printf("x(%d)=%e\n",i,bb[i]);
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}
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}
复制代码
结果:
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循环 10000 次, 耗时 31 毫秒。
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x(0)=1.040577e+000
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x(1)=9.870508e-001
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x(2)=9.350403e-001
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x(3)=8.812823e-001
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---------
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matlab 2009a代码:
%file agaus.m
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function c=agaus(a,b,n)
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js=linspace(0,0,n);
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l=1;
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for k=1:n-1
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d=0.0;
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for i=k:n
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for j=k:n
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t=abs(a(i,j));
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if (t>d)
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d=t; js(k)=j; is=i;
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end
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end
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end
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if d+1.0==1.0
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l=0;
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else
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if js(k)~=k
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for i=1:n
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t=a(i,k); a(i,k)=a(i,js(k)); a(i,js(k))=t;
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end
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end
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if is~=k
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for j=k:n
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t=a(k,j); a(k,j)=a(is,j); a(is,j)=t;
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end
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t=b(k); b(k)=b(is); b(is)=t;
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end
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end
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if l==0
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printf('fail\n');
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c=[];
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return;
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end
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d=a(k,k);
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for j=k+1:n
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a(k,j)=a(k,j)/d;
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end
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b(k)=b(k)/d;
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for i=k+1:n
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for j=k+1:n
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a(i,j)=a(i,j)-a(i,k)*a(k,j);
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end
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b(i)=b(i)-a(i,k)*b(k);
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end
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end
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d=a(n,n);
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if abs(d)+1.0==1.0
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printf('fail\n');
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c=[];
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return;
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end
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b(n)=b(n)/d;
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for i=n-1:-1:1
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t=0.0;
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for j=i+1:n
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t=t+a(i,j)*b(j);
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end
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b(i)=b(i)-t;
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end
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js(n)=n;
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for k=n:-1:1
% ^$ q( a% A1 R: }2 [+ \
if js(k)~=k
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t=b(k); b(k)=b(js(k)); b(js(k))=t;
% F$ {3 A4 h }( V$ o6 Q' D
end
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end
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c=b;
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return;
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end
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a=[0.2368,0.2471,0.2568,1.2671;
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0.1968,0.2071,1.2168,0.2271;
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0.1581,1.1675,0.1768,0.1871;
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1.1161,0.1254,0.1397,0.1490] ;
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b=[ 1.8471,1.7471,1.6471,1.5471];
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tic
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for i=1:10000
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c=agaus(a,b,4);
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end
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c
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toc
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c =
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1.0406 0.9871 0.9350 0.8813
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Elapsed time is 0.762713 seconds.
复制代码
----------
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Forcal代码:
!using["math","sys"];
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agaus(a,b,n : js,l,k,i,j,is, d,t)=
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{
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oo{ js=array(n)},
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l=1, k=0,
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while{ k<n-1,
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d=0.0, i=k,
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while{ i<n,
% m2 R! s b- t- c* p/ l
j=k, while{j<n,
* w! Q& w! A: F
t=abs(a[i,j]),
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if{t>d, d=t, js[k]=j, is=i},
' X) O" x3 b9 K
j++
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},
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i++
( \% @ S/ t) Y; B$ \' q
},
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which{ d+1.0==1.0, l=0,
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{ if{ (js[k]!=k),
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i=0, while{i<n,
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t=a[i,k], a[i,k]=a[i,js[k]], a[i,js[k]]=t,
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i++
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}
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},
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if{ (is!=k),
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j=k, while{j<n,
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t=a[k,j], a[k,j]=a[is,j], a[is,j]=t,
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j++
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},
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t=b[k], b[k]=b[is], b[is]=t
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}
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}
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},
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if{ (l==0),
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printff("fail\r\n"),
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return(0)
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},
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d=a[k,k],
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j=k+1, while {j<n, a[k,j]=a[k,j]/d, j++},
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b[k]=b[k]/d,
; A+ x% E% T2 V, e' r
i=k+1, while {i<n,
. U9 V" U1 R) W/ N E
j=k+1, while{j<n,
% P- P. b. m3 [
a[i,j]=a[i,j]-a[i,k]*a[k,j],
: A: s$ \* m3 @" d/ \
j++
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},
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b[i]=b[i]-a[i,k]*b[k],
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i++
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},
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k++
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},
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d=a[(n-1),n-1],
; |- p; _) Q$ H" c2 @ G2 a8 z$ X
if{ abs(d)+1.0==1.0,
) f" y' {/ Y W0 O9 }" V
printff("fail\r\n"),
% e$ q5 `& l" S
return(0)
9 l0 s4 ]9 @5 t
},
+ ]: X5 I! C! z R" l) @- e; A5 r6 Q
b[n-1]=b[n-1]/d,
6 y8 Q9 l, w1 X6 t2 U+ G
i=n-2, while{i>=0,
4 s$ h2 G. a# z
t=0.0,
% B- d- I; e! J% J$ T
j=i+1, while{j<n, t=t+a[i,j]*b[j], j++},
: R& V, \3 Z( G- O( G
b[i]=b[i]-t,
3 k N3 { `' P
i--
0 S" v5 x- Z7 |# P" a) \! y" }
},
/ t5 R% l) D) D& N$ Z \
js[n-1]=n-1,
2 c( p& k2 f+ W3 y8 S
k=n-1, while{k>=0,
% _* x* }6 N: P8 h
if{(js[k]!=k), t=b[k], b[k]=b[js[k]], b[js[k]]=t},
5 L5 q/ M0 |( `( F% c+ }" e% \
k--
& U- ]- Y Y; a% n% Y" g, C/ K
},
/ W2 O& _" l! J3 f
return(1)
% ]" K" W! T+ k' G
};
2 x7 l. W7 ?, K8 B+ M7 V4 @/ G9 m
$ _) F( y4 o9 ?$ A5 o- P/ T' M2 B
main(:i,a,b,aa,bb,t0)=
/ b Z) \: g' |6 M' b
{
$ i1 E8 @0 o/ X. ~* D7 f) ?
oo{a=arrayinit{2,4,4 :
B; `5 F; \2 R( t* `% U' V5 g
0.2368,0.2471,0.2568,1.2671,
2 k& ?6 R5 @1 E$ H; Y; t
0.1968,0.2071,1.2168,0.2271,
* q" S1 I; s2 U* B3 m; d- K- G
0.1581,1.1675,0.1768,0.1871,
( d1 V A6 V7 m' a# E& `
1.1161,0.1254,0.1397,0.1490},
: l L3 }. O3 \: k$ L/ h$ ]; a
b=arrayinit{1,4 : 1.8471,1.7471,1.6471,1.5471},
4 g' W+ t& X' R$ S& q/ L$ i+ d0 ]# X* T7 I
aa=array[4,4], bb=array[4]
9 c# Z: T; E9 b2 V3 X/ A
},
' J4 Q; Z* c0 m! F- j/ }+ k
t0=clock(),
( V0 m8 g2 p4 F1 F6 K5 ?7 k: _: w
i=0, while{i<10000, aa.=a, bb.=b, agaus(aa,bb,4), i++},
* ]) e% h4 J$ }+ U' S
outm[bb],
, ~) ~) V7 Z0 U1 H% A0 h0 W: _4 j
[clock()-t0]/1000
6 d: J" e( x2 |
};
复制代码
结果:
. W' y, S( B7 w- J, K3 X
1.04058 0.987051 0.93504 0.881282
7 Z J# `9 r4 K6 X0 ^4 R7 m
( C. z+ {# `8 E, v
2.125
" J9 X% l" U: h4 F
& h( K3 O* R5 I* f
Forcal用函数sys::A()对数组元素进行存取:
!using["math","sys"];
- b7 W5 k$ _1 Q/ Z$ i& {. e
agaus(a,b,n : js,l,k,i,j,is, d,t)=
- g3 S& ~1 W9 Z" ^' Y
{
" y5 L: i/ I6 ~& I( H+ y
oo{ js=array(n)},
& I1 B/ r1 B7 n4 s' k$ J/ X2 y; B
l=1, k=0,
! k$ A! t. Q+ ?4 e0 p
while{ k<n-1,
! H4 E2 F7 N# Q n; f
d=0.0, i=k,
7 v7 p* U# E$ Y- u. _
while{ i<n,
+ z. i/ e9 Z% V9 i+ }
j=k, while{j<n,
8 s ~. E, N6 S% }' T; N H
t=abs(A[a,i,j]),
- }; j1 K) k7 ?3 f3 _
if{t>d, d=t, A[js,k]=j, is=i},
: _5 H8 E, i S+ a4 c
j++
7 F) k7 G1 ~8 H: [# Y
},
1 f/ a) U8 Q/ Z/ i/ R
i++
, \0 T. x) h6 U% d# F: j- G- s" a3 r! }
},
6 T9 i2 d# _- s' V- C
which{ d+1.0==1.0, l=0,
$ b3 d5 S/ Q1 v; T
{ if{ (A[js,k]!=k),
# t: |) N5 j! H
i=0, while{i<n,
3 n3 l+ X6 U; u# q
t=A[a,i,k], A[a,i,k]=A[a,i,A[js,k]], A[a,i,A[js,k]]=t,
) v) u3 }. x- {; p/ _+ ?. V
i++
" E( i2 y, P- n- B& D
}
2 }* ~" ~( f7 n- l9 A
},
8 I# |% l4 A' y9 x
if{ (is!=k),
4 ?$ m, L1 }% D% @! Q; F" Y
j=k, while{j<n,
2 c4 M1 |* R* E. T) N2 E. N1 v( T
t=A[a,k,j], A[a,k,j]=A[a,is,j], A[a,is,j]=t,
! K2 E$ R5 K# \
j++
2 |. M/ Z4 p; M4 O; u
},
! _' L4 @' @' u
t=A[b,k], A[b,k]=A[b,is], A[b,is]=t
) ? J1 d! @# F: }
}
$ [, N9 }6 U5 R( ?: F+ O
}
1 S0 O0 f/ n0 ?6 e
},
# d; k- f! H) W7 W3 q3 l
if{ (l==0),
2 m. l" B2 I- f
printff("fail\r\n"),
7 ^6 }* Y1 a1 C6 A7 }5 ~
return(0)
) N \& ^; Y o# @1 p
},
# h9 ? N$ O, g+ V6 ?! N2 h* o: o" |
d=A[a,k,k],
* X- ]+ N$ W! `$ ?
j=k+1, while {j<n, A[a,k,j]=A[a,k,j]/d, j++},
. Q% @/ R* Z4 L5 _
A[b,k]=A[b,k]/d,
, _, `& j) E+ S$ Y. l
i=k+1, while {i<n,
6 h, i5 S; b: k- U6 A
j=k+1, while{j<n,
% p- f& A, A) s7 K9 z F
A[a,i,j]=A[a,i,j]-A[a,i,k]*A[a,k,j],
# m5 G" ^% W w* E& t( W* k+ z3 s
j++
+ u+ O5 N3 r6 {
},
4 k. ^. g6 d3 T; g: t
A[b,i]=A[b,i]-A[a,i,k]*A[b,k],
2 z$ `- X5 `& A# v$ Y5 b
i++
: B4 Z% w& l" u; l. e- t
},
- k7 x- P: z$ ^: f+ L$ n
k++
. i5 L0 w9 n- V4 v
},
5 W; G+ [$ m+ x7 E9 i- q/ n
d=A[a,(n-1),n-1],
2 @! ~) c) ]( x; [$ Y
if{ abs(d)+1.0==1.0,
) _0 p' r, {% X# e( R! ^& X' u8 j
printff("fail\r\n"),
, g& x2 i2 P0 I* L. d5 E7 ~2 P" X
return(0)
7 G# Z, b$ ^0 ^- r% q7 d; y: ^ v3 m
},
# N6 _7 L9 U7 T1 o, j( l$ D& L6 d
A[b,n-1]=A[b,n-1]/d,
( c F; L% a# Q, x1 \9 t
i=n-2, while{i>=0,
0 E$ e9 m! s. z0 g
t=0.0,
- g; I+ l* x, b( z
j=i+1, while{j<n, t=t+A[a,i,j]*A[b,j], j++},
4 ]! n! J* Y4 S: x
A[b,i]=A[b,i]-t,
3 R$ v5 ~0 M7 t' o1 o+ F4 g
i--
! m! E1 G6 R, k, i, j
},
8 P g' F8 ?! o N- h8 @" |
A[js,n-1]=n-1,
4 B# o6 W8 v8 P# r, f; a% h2 K( Q
k=n-1, while{k>=0,
# g1 A6 C, h0 h9 w
if{(A[js,k]!=k), t=A[b,k], A[b,k]=A[b,A[js,k]], A[b,A[js,k]]=t},
; J5 [$ V3 J5 M' P/ J
k--
$ W! f _) D- x" d5 e5 y
},
9 ]$ G; ^' ?6 G) w& D8 e1 n0 B2 f
return(1)
2 R5 E) L& r2 J7 c o: l9 L" \1 y
};
! R0 s4 S) v+ ^& c: ]0 Y
. R# \$ D" f* Z
main(:i,a,b,aa,bb,t0)=
9 n* C# Q' ? P& m
{
' h( z# G- k! V g# j; d
oo{a=arrayinit{2,4,4 :
- D# G% Z1 \" B7 ^ J4 {/ E% P3 C$ a. o
0.2368,0.2471,0.2568,1.2671,
$ ^$ X8 t" x3 e+ _% ^
0.1968,0.2071,1.2168,0.2271,
$ M1 K' O# O. Q7 i. s2 S, E
0.1581,1.1675,0.1768,0.1871,
/ Z, g' s! R2 S( g1 @" Z# L
1.1161,0.1254,0.1397,0.1490},
7 J6 n0 _, Z! B2 Q
b=arrayinit{1,4 : 1.8471,1.7471,1.6471,1.5471},
% r2 h% y% ?/ E8 L" D- }0 Y5 y, f
aa=array[4,4], bb=array[4]
% Y7 G1 g% F' h4 e9 N; N9 v4 w3 ~. F
},
0 i( J5 E" V d; j8 _5 q1 C
t0=clock(),
# r8 |- H* d: ^: Y7 b& v
i=0, while{i<10000, aa.=a, bb.=b, agaus(aa,bb,4), i++},
4 f: O7 P- z, d: `+ D
outm[bb],
o b# K: h' _* ~6 |2 a( Z8 _' ~
[clock()-t0]/1000
9 X/ [3 k; v# {5 a% i x( f
};
复制代码
结果:
; z9 d+ N# I& z+ N8 ]. ]
1.04058 0.987051 0.93504 0.881282
/ c; |+ D/ G+ h3 h; C2 H$ X
# D/ D. Q( S+ j( G$ H
1.454
m& O2 w5 C6 N) v
" ^, H! L+ K7 K, F N
----------
8 v$ q- ~0 z7 ^
7 U$ l* I# v; Y5 y
可以看出C/C++、matlab、Forcal耗时之比为 1 :25:68 (Forcal不使用函数sys::A())。
: v# \! }; w% z: K
可以看出C/C++、matlab、Forcal耗时之比为 1 :25:47 (Forcal使用函数sys::A())。
2 l/ Q# X: @) Z
7 t w8 i6 h# J: ?4 j# O
本例Forcal耗时较长的原因在于本例程序含有大量的数组元素存取操作。
作者:
forcal
时间:
2011-8-4 08:44
2、变步长辛卜生二重求积法:没有数组元素操作
7 P! W$ t% w4 E% ~
, W: E! A* K' S! f# _
C/C++代码:
#include "stdafx.h"
$ E9 r" l& i& Z& \/ R/ N S
#include <stdio.h>
4 W* U) A2 S+ g" F- n4 _; q
#include <stdlib.h>
/ l W$ B N: W, g% v
#include "time.h"
# [/ g" X( q% q
#include "math.h"
; B& i7 |3 N+ u# f0 r8 p2 {! ^* _
' f! `- q3 S4 l0 D+ c1 I
double simp1(double x,double eps);
: O, D! I! ? H5 \
void fsim2s(double x,double y[]);
3 V, }+ @* y, F6 j) Q/ I( |' ]
double fsim2f(double x,double y);
1 ^) {& z& d8 a2 W4 T9 T B
) g1 u9 u8 E' s- S: }
double fsim2(double a,double b,double eps)
5 @" H2 E) r9 u1 G: B; J
{
# k! r% U1 d: s# @, V' \5 A' n, l
int n,j;
1 f" h( O. B# V9 p0 c
double h,d,s1,s2,t1,x,t2,g,s,s0,ep;
2 l0 r1 @% V) ^
5 H n- L: Y$ u1 |9 s% l
n=1; h=0.5*(b-a);
$ Z: H0 k z( @ ~: v
d=fabs((b-a)*1.0e-06);
+ D4 r) L$ b* Z! t1 W, X0 k
s1=simp1(a,eps); s2=simp1(b,eps);
* s$ M( K3 |; h: V* P7 j
t1=h*(s1+s2);
& W' A' {% `* `. Y- A# V& _4 P
s0=1.0e+35; ep=1.0+eps;
7 N3 C: f8 T- @# b3 u& _
while (((ep>=eps)&&(fabs(h)>d))||(n<16))
# W2 _& E/ K/ G: }
{
$ J+ X+ I3 k8 Q5 J* i
x=a-h; t2=0.5*t1;
9 @- }; d1 Y: R! I3 g& @1 o
for (j=1;j<=n;j++)
6 R' @9 p" Z9 P% @ p, j+ j
{
& Y N( _* _- f8 s
x=x+2.0*h;
6 [: `& }. | x) C
g=simp1(x,eps);
; _5 _& p$ V- x5 ~! U- L7 u
t2=t2+h*g;
7 y' Y2 }! N: j E6 Q. c: S# v4 d
}
' G" J1 H8 U( v8 p. p( j
s=(4.0*t2-t1)/3.0;
- x+ \* {) F, F4 \' [
ep=fabs(s-s0)/(1.0+fabs(s));
% }4 U; h" q B: d, ^ S
n=n+n; s0=s; t1=t2; h=h*0.5;
. a8 J" r( S! h& q
}
5 j. D' b$ X+ U e8 n
return(s);
6 K( m1 v' w% U$ k
}
# c/ A9 @& I5 q5 m6 s% f
9 o J" U+ l0 V T' b' ]+ p* s
double simp1(double x,double eps)
2 l7 I. K& _' D' B( ~
{
7 I" R" _. \; J
int n,i;
. a A- Q2 r" T7 c$ c, c' `
double y[2],h,d,t1,yy,t2,g,ep,g0;
: Y) M: ?1 c6 Y w( J( n
/ B; j4 e e* |* L Y1 y
n=1;
M$ u+ p( @9 O- b+ P
fsim2s(x,y);
Z h- j8 V7 h- K( X
h=0.5*(y[1]-y[0]);
& w B' T" w i/ X! i w
d=fabs(h*2.0e-06);
" ?' n l% @. N& C
t1=h*(fsim2f(x,y[0])+fsim2f(x,y[1]));
7 E* f A8 W: u. x! B
ep=1.0+eps; g0=1.0e+35;
8 J1 l/ a9 V: R" V C, M
while (((ep>=eps)&&(fabs(h)>d))||(n<16))
! T7 u: E+ P" g" n
{
0 ]0 R7 _) }; e% h6 o
yy=y[0]-h;
/ [! U" M7 \$ A5 |$ D
t2=0.5*t1;
7 Y. `/ i5 M2 e6 ]3 i. c6 J
for (i=1;i<=n;i++)
1 Z, e: X% J3 z+ _5 C, Q; p
{
4 A! @- F4 y! `( k0 ^
yy=yy+2.0*h;
5 p4 y: g, [- j, F
t2=t2+h*fsim2f(x,yy);
' M: Q( a; N ?- n6 g
}
/ @# i; l# E" V# A; E3 u
g=(4.0*t2-t1)/3.0;
( k" p- Q8 V) S4 @* G
ep=fabs(g-g0)/(1.0+fabs(g));
6 V" B- w. |* x6 m) I. F: Y
n=n+n; g0=g; t1=t2; h=0.5*h;
9 X0 a5 I- k( I3 f& _* `9 L
}
# L5 R( E) e6 h& a, v: @
return(g);
8 D: W9 g" T8 r% O& t) j" g
}
0 U) g. r1 k- A! e/ U) b) \
, g9 Q4 e; T# J( {( G7 @
void fsim2s(double x,double y[])
7 [) W, B: g3 x! U; {
{
8 y' P" y/ `4 L5 b& x
y[0]=-sqrt(1.0-x*x);
8 @& e: [! I; ]3 g5 X8 z3 K8 |
y[1]=-y[0];
9 h/ J# x. Y/ Z9 @2 }/ G' b8 q
}
6 L+ O) p" |( P( Z( ^
* T, B# e' x& V( m
double fsim2f(double x,double y)
% ^6 |: {0 L+ w$ }0 i- e
{
; r9 T/ O. f4 Y$ z5 B
return exp(x*x+y*y);
; a1 y$ C" E; h' R2 C7 V, D
}
w5 S( u; J" H/ t/ q* J, J! ?
2 ~7 S1 r& b9 j4 a- \, e1 _
int main(int argc, char *argv[])
7 f' \5 l4 ]1 z; H' j
{
, O8 Q: O, R. H" A" V
int i;
' ^, D& h9 I6 y% x) O( n
double a,b,eps,s;
; d: `3 u( p" P: m. u
clock_t tm;
" f, M4 E$ |# W. p# D( H8 Z/ y
2 w% U1 | ~3 v0 v5 r
a=0.0; b=1.0; eps=0.0001;
; P+ a0 Y0 Q* F; C! b1 x" d/ y N6 h7 z
tm=clock();
8 F! i: ^0 U; ?% F/ n& X! C
for(i=0;i<100;i++)
: P. e2 Z5 b9 u; W
{
; X9 g H2 v H7 ~, Z* ]
s=fsim2(a,b,eps);
( H$ V9 {+ }3 P- V7 S# n3 }
}
0 C# X; ]. ~, q" [
printf("s=%e , 耗时 %d 毫秒。\n", s, (clock()-tm));
' `3 D( c. J" ^" l
}
复制代码
结果:
" N& a6 r0 k/ F
s=2.698925e+000 , 耗时 78 毫秒。
& ?3 y% @) J" A* T% M
7 d" w& k" P3 |0 C7 T
-------
9 {$ ^5 s- r% T
2 K, h% T! p* j p, e
matlab代码:
%file fsim2.m
5 [1 a I4 j9 z
function s=fsim2(a,b,eps)
" N! F9 b. k( i! k8 s# T+ \
n=1; h=0.5*(b-a);
( @1 [1 W2 z, Y+ Y X/ l
d=abs((b-a)*1.0e-06);
8 E2 s, o5 P# z5 ?, A# M
s1=simp1(a,eps); s2=simp1(b,eps);
" f9 @6 P5 F2 v+ V0 X
t1=h*(s1+s2);
/ n7 |( Y# J$ K4 x2 n! U& r
s0=1.0e+35; ep=1.0+eps;
; n O1 Y- ~" g4 s
while ((ep>=eps)&&(abs(h)>d))||(n<16),
1 A" H! o5 x) O+ z$ H- y
x=a-h; t2=0.5*t1;
4 i3 k4 h* y* o* q/ ]) m
for j=1:n
3 m1 {9 t! n; _7 ~4 z" n/ Y& _
x=x+2.0*h;
. d) |+ p r# U \+ m- G( L' \
g=simp1(x,eps);
; ]/ S# ~1 j2 f1 W
t2=t2+h*g;
) O! l. W. }7 j; A9 e! y
end
' i( D( Z( E( ?8 `
s=(4.0*t2-t1)/3.0;
# D' P+ S) q0 M# r! c# l' Q
ep=abs(s-s0)/(1.0+abs(s));
6 |; a6 b; l* q+ Y
n=n+n; s0=s; t1=t2; h=h*0.5;
7 S# u7 B+ K z' n& P
end
, b$ L; u% g8 ~) C4 u/ n
end
, V+ |8 b) E0 |# J) n
9 {) T. P2 V2 `$ ^8 T* e/ M
function g=simp1(x,eps)
) i2 i6 k% u, ]& S+ [
n=1;
& N. |% V; Q" T; U5 }5 W( ^
[y0,y1]=f2s(x);
7 a: \5 C7 `+ N: E& g
h=0.5*(y1-y0);
3 A, M8 E* x3 X* D8 w
d=abs(h*2.0e-06);
! f. K" P% D& X8 S
t1=h*(f2f(x,y0)+f2f(x,y1));
6 R: W3 J0 O ]
ep=1.0+eps; g0=1.0e+35;
, I. T4 X. h0 M7 h" e/ U7 I
while (((ep>=eps)&&(abs(h)>d))||(n<16))
7 X- o a* U% n+ d' Z1 W' \( Z
yy=y0-h;
3 y6 W3 T3 s2 H+ Z% V
t2=0.5*t1;
# P9 z0 U, n- W
for i=1:n
, z/ T2 c3 X& k7 Y+ x' i
yy=yy+2.0*h;
8 C& W1 M, Z) l/ _, c; [' f/ j
t2=t2+h*f2f(x,yy);
6 q' w4 U' N& `, t) F9 J/ Y
end
?% r# w/ a8 R7 Z* t, r" k! T
g=(4.0*t2-t1)/3.0;
7 J+ p0 ~; c T$ F: a
ep=abs(g-g0)/(1.0+abs(g));
, l5 E& `" q2 j- C
n=n+n; g0=g; t1=t2; h=0.5*h;
2 d! q% w" o) o8 Y7 Z3 h( k K
end
$ f# X& P; T4 E3 f7 d
end
6 }8 q; K0 F& u( o/ W Y
% k; m4 A3 Z) y$ R
%file f2s.m
( Y, r' M# L# G: C1 t* [% d' @
function [y0,y1]=f2s(x)
. q# @( ]3 F2 v+ M& F8 H8 [/ w7 V
y0=-sqrt(1.0-x*x);
4 h, p; z7 b% B" |
y1=-y0;
n, ?) W! o5 c# J v
end
+ }( E" B9 ~' @) E
6 I2 G1 ^/ P% {. Q' P
%file f2f.m
( k( J; p! |" K( y* J- x6 ?" o
function c=f2f(x,y)
, ~! y* q# ~& r) q0 L
c=exp(x*x+y*y);
; c1 | a7 {% [, _! _8 F& ^/ K
end
, d, ~+ I- U5 D: Q
% E; \. w* e5 }3 ]
%%%%%%%%%%%%%
6 a* v* @4 N* f0 B: K3 O; S
" N" o, ]7 {9 f1 b+ ^; Q
>> tic
( ~! D w4 f# d. z: K
for i=1:100
% M% K2 L) Q+ H/ N |3 x
a=fsim2(0,1,0.0001);
8 I2 a& ] G& p* L
end
2 p5 O: t) l) b. n
a
, ?# D- u Z4 V; U: c" b2 `
toc
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3 a" z/ P" k6 {9 f# L) l p+ x7 U' K
a =
9 L* f- [7 l/ Z
. ^9 O% Q! h8 |6 s
2.6989
4 w5 x; `) i) f2 n8 M
& H$ E4 u' `! N( o
Elapsed time is 0.995575 seconds.
复制代码
-------
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: `; g, {" y2 v! u" X, \% g
Forcal代码:
fsim2s(x,y0,y1)=
- Y2 h* R& L/ }' J6 k5 |
{
% V' `* R- M; e h, Q5 \+ c
y0=-sqrt(1.0-x*x),
% t! ?& P! o6 l! @# p" x. q
y1=-y0
: J$ J; |+ K5 A6 C: X+ \3 b; Y
};
) Y3 M, Z8 I0 P' N( A s
fsim2f(x,y)=exp(x*x+y*y);
& u3 ]: h7 F6 W$ K: Z$ m& x" F
//////////////////
9 l8 k0 m, d) g0 ]
simp1(x,eps : n,i,y0,y1,h,d,t1,yy,t2,g,ep,g0)=
/ ^9 H/ Q0 u: w, [0 E
{
% q9 a2 t/ D2 v$ l5 b3 f
n=1,
$ V# o6 w; r( [2 {. `" f7 z
fsim2s(x,&y0,&y1),
6 s7 d/ [% P3 _" w* n3 t1 i+ @
h=0.5*(y1-y0),
. Q6 H) g, T5 O- i1 _
d=abs(h*2.0e-06),
* Y+ m1 Q9 S$ F2 T
t1=h*(fsim2f(x,y0)+fsim2f(x,y1)),
; ^0 \# W$ l0 h
ep=1.0+eps, g0=1.0e+35,
6 j2 M! J0 n: N
while {((ep>=eps)&(abs(h)>d))|(n<16),
3 ?1 k" Z: l; A; B6 |% w. Z
yy=y0-h,
" ^5 ?# ]% _2 Z7 J" G9 u' y1 N
t2=0.5*t1,
. S5 l! c* H# F+ }- G
i=1, while{i<=n,
1 Z( d! L2 ~) K! U# V- u
yy=yy+2.0*h,
6 z/ O/ F% B' U
t2=t2+h*fsim2f(x,yy),
8 D1 o& W. J H9 P' B) C
i++
) `5 F6 y( D9 b$ \6 K
},
5 m7 x6 G/ k" g& C
g=(4.0*t2-t1)/3.0,
% M& E2 A9 F& A0 X, p4 }" t
ep=abs(g-g0)/(1.0+abs(g)),
6 p' @! v3 h( ]
n=n+n, g0=g, t1=t2, h=0.5*h
7 Q& w$ x+ ~) t: D+ h( k3 e, j' F
},
6 O3 ~: a% x( i* O2 `5 ?8 I
g
5 m& R% B- H/ W4 J$ N
};
$ X1 ` v: j$ |/ }$ [& o: R G
+ }9 L/ u- E. U
fsim2(a,b,eps : n,j,h,d,s1,s2,t1,x,t2,g,s,s0,ep)=
) |; ~9 d( V/ ]( N
{
# m7 V; `3 Z2 e: q, r
n=1, h=0.5*(b-a),
7 F4 v' ] X+ i9 u
d=abs((b-a)*1.0e-06),
8 _( E! N( X( v [5 D w2 P
s1=simp1(a,eps), s2=simp1(b,eps),
/ U* `! Y j( i6 d W* V' Y! Q
t1=h*(s1+s2),
; r; O; b2 Y g6 V; i/ C& _+ E
s0=1.0e+35, ep=1.0+eps,
6 h+ C* M9 F4 H. U6 I
while {((ep>=eps)&(abs(h)>d))|(n<16),
# R0 K# `8 _+ J8 j7 I6 T# x: M
x=a-h, t2=0.5*t1,
3 ~$ O- z- P8 h+ b2 H" Z( m
j=1, while{j<=n,
, y3 a, N# u3 c3 {
x=x+2.0*h,
) f" C2 J7 ?( f$ i1 V9 a* I* V
g=simp1(x,eps),
# @2 l& y6 G- P- L+ u4 Y; q
t2=t2+h*g,
0 R0 l( h# C( ^
j++
! p7 S5 s: R2 k N0 R- n8 C
},
. Y" C; _* e8 y6 y& F
s=(4.0*t2-t1)/3.0,
! u C$ C* U2 E/ y; k
ep=abs(s-s0)/(1.0+abs(s)),
+ U2 k% B, y5 @: l q( B
n=n+n, s0=s, t1=t2, h=h*0.5
. b: I' o3 l) C5 x
},
/ ~; `& B1 z5 q
s
. N; q6 G4 _4 {
};
& [" f, g$ B9 y2 Y
* Q6 P0 m0 g) F- o- Q
//////////////////
2 M+ j3 t6 b |7 O7 R. \, L" i
1 x1 T1 G+ e9 q' P$ B
mvar:
; k: [/ D( ^! b$ {& M1 `3 F( A2 r
t0=sys::clock(),
" k. |5 z: I4 u/ j7 F
i=0, while{i<100, a=fsim2(0,1,0.0001), i++}, a;
1 f# B2 M; @! y$ s; X1 g
[sys::clock()-t0]/1000;
复制代码
结果:
/ d# Z, Q8 m4 J; y! Z0 f/ g9 m
2.698925000624303
* k+ _3 y" z7 i; K2 y3 u4 ]2 G
0.328
% H4 ^% ?) G5 ?4 n4 H4 j
0 M% v* n' `) ^2 O" T- T5 G8 D
---------
1 i0 e4 @ G U& t' L! ~
% {9 `& U) L6 {& c- c$ g
本例C/C++、matlab、Forcal运行耗时之比为 1:12.7:4.2 。
8 A" N2 L5 f$ ]' W& u9 h
: e1 \: V# C6 `6 a t. j! f5 x
本例matlab慢的原因应该在于有大量的函数调用。另外,matlab要求每一个函数必须存为磁盘文件真的很麻烦。
3 `* c6 E% l! E, Z0 d! M8 y1 W
5 R e4 H" Y5 d+ _
本例还说明,对C/C++和Forcal脚本来说,C/C++的一条指令,Forcal平均大约用4.2条指令进行解释。
作者:
forcal
时间:
2011-8-4 09:00
3、变步长辛卜生二重求积法,写成通用的函数:没有数组元素操作
. F9 o+ d& u) A* c1 E
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注意函数fsim2中增加了两个参数,函数句柄fsim2s用于计算二重积分时内层的上下限,函数句柄fsim2f用于计算积分函数的值。
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; ^5 D8 h1 ?- }5 s
不再给出C/C++代码,因其效率不会发生变化。
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Matlab代码:
%file fsim2.m
' F* ~3 H5 e+ `' B* ?! ?
function s=fsim2(a,b,eps,fsim2s,fsim2f)
4 [- g+ Y w9 b- ?& Q
n=1; h=0.5*(b-a);
$ M+ X+ Y7 I$ M) T z. u
d=abs((b-a)*1.0e-06);
; v4 O+ O; L; h( j* M& s
s1=simp1(a,eps,fsim2s,fsim2f); s2=simp1(b,eps,fsim2s,fsim2f);
8 ?# x6 k8 K" \6 F
t1=h*(s1+s2);
' J; F# ^! D! k9 T* D
s0=1.0e+35; ep=1.0+eps;
- D8 X7 I" @% I- Y# p9 @( j9 {
while ((ep>=eps)&&(abs(h)>d))||(n<16),
3 v& U6 i" N0 _6 m. R1 X
x=a-h; t2=0.5*t1;
, f2 a: c6 a& r, o2 g
for j=1:n
( x- A, ?& m+ {' d! r
x=x+2.0*h;
0 G: {7 E0 U3 {6 I8 Y
g=simp1(x,eps,fsim2s,fsim2f);
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t2=t2+h*g;
4 P0 G0 O h3 X8 T, M
end
2 M3 D9 P5 }! G& {
s=(4.0*t2-t1)/3.0;
. u1 ]; R9 ]9 H# A) ~
ep=abs(s-s0)/(1.0+abs(s));
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n=n+n; s0=s; t1=t2; h=h*0.5;
4 ^4 C, y# S( a X& t1 q0 I" i" X4 X
end
# H5 k5 K }9 @( S0 i+ u
end
3 M9 e8 O* b* \% R
, o+ M! N/ E( N. s- Q ]3 \; L
function g=simp1(x,eps,fsim2s,fsim2f)
( d7 P6 s% O$ u0 ], \. e: `
n=1;
! V2 ?! b! M; a, O5 ^( o2 W& e
[y0,y1]=fsim2s(x);
9 K2 }" b+ b- {
h=0.5*(y1-y0);
8 K0 z0 E: m; n: A" }2 L
d=abs(h*2.0e-06);
* y" o% O/ [- M- U2 V6 [
t1=h*(fsim2f(x,y0)+fsim2f(x,y1));
3 p$ s6 Z. I1 b O; a
ep=1.0+eps; g0=1.0e+35;
) B8 J" x; e4 w7 L# s
while (((ep>=eps)&&(abs(h)>d))||(n<16))
) c/ H6 G7 o4 p
yy=y0-h;
, k; ]( s" Y+ t
t2=0.5*t1;
* s0 L' T% m+ s a' G$ f" Y* q! W9 d
for i=1:n
* P7 Q: u/ x; T5 \8 z) P l& l
yy=yy+2.0*h;
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t2=t2+h*fsim2f(x,yy);
9 ~6 |7 [* j/ A/ o. W* [
end
7 U* q& G [' k* t) \+ [9 ^+ Q& l. b
g=(4.0*t2-t1)/3.0;
1 W O2 R# H# _/ F
ep=abs(g-g0)/(1.0+abs(g));
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n=n+n; g0=g; t1=t2; h=0.5*h;
5 J( m* X, G7 j+ X
end
4 Q: K! L& P+ ~$ g5 j
end
1 I4 }7 Z' {9 I: Z
/ x" o* F c5 E' p
%file f2s.m
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function [y0,y1]=f2s(x)
" d* Q* X% E& [% s
y0=-sqrt(1.0-x*x);
' e1 _* U! k& p& k" ?* E7 o# k
y1=-y0;
1 W% U# D: c* f* V6 e. y5 o
end
" B( V% g7 e9 ]" [! d
, _" ?5 Q2 ]( @/ r. h! i; y
%file f2f.m
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function c=f2f(x,y)
G3 A$ b+ ?$ J. G% G
c=exp(x*x+y*y);
1 |0 w; x* Z- L1 {2 s: D! e
end
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7 b* w7 P4 ^9 n- c5 A* S
%%%%%%%%%%%%%%%%
+ ?+ L5 I* n/ S1 C+ N( c" b
& |, Y( c0 d( c. c( h4 Q
>> tic
}2 Z) v1 m6 E! y* {
for i=1:100
4 V4 U, ~6 q( I4 E, w
a=fsim2(0,1,0.0001,@f2s,@f2f);
0 x0 ?8 M7 d+ q0 O
end
' ~' |8 z9 ^$ `1 `1 F
a
& {# L, J& [- w# N- a6 p5 [3 D
toc
& [; a1 ?% _6 L* {* W3 h
5 l4 b7 F* A# D
a =
* o& O8 r' x3 M
- E- e( i5 S% g# Z
2.6989
- p/ f* Z- F! c: |
* L) E6 |" U# ]3 k/ y
Elapsed time is 1.267014 seconds.
复制代码
--------
S# P0 R9 E. }" f2 [7 K
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Forcal代码:
simp1(x,eps,fsim2s,fsim2f : n,i,y0,y1,h,d,t1,yy,t2,g,ep,g0)=
! @9 \4 [8 K9 i( c) Z
{
7 ~7 L9 n8 M' M* s; ^9 R# ?
n=1,
}" {! c9 ?9 w5 P
fsim2s(x,&y0,&y1),
8 g) l- `. ^$ A) g0 P" J
h=0.5*(y1-y0),
$ z w. @, m7 P1 `" e4 K8 C
d=abs(h*2.0e-06),
) a( u4 I& |; E! o- C& E' ]0 _6 y
t1=h*(fsim2f(x,y0)+fsim2f(x,y1)),
, k& x% m2 ?- A8 v# u4 B% E
ep=1.0+eps, g0=1.0e+35,
' t, Z% L$ a0 D( |7 L7 Y# u: [3 L
while {((ep>=eps)&(abs(h)>d))|(n<16),
* f( e& `( ], w. a: p' y
yy=y0-h,
( F2 P# }" S- ~' `4 Z/ G
t2=0.5*t1,
0 I6 H" V( R2 N
i=1, while{i<=n,
3 n' b6 o/ n% O) y- f: G$ d! P
yy=yy+2.0*h,
3 ~' G/ v" v$ |( n* @
t2=t2+h*fsim2f(x,yy),
. D$ r5 j' C# k+ S3 g+ n5 u
i++
# X) A9 L. g, x, x/ E: v) _
},
; e# _& I, O4 X3 z: n
g=(4.0*t2-t1)/3.0,
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ep=abs(g-g0)/(1.0+abs(g)),
+ V9 s! R: ]& ~+ k; z, p/ x
n=n+n, g0=g, t1=t2, h=0.5*h
, {2 T& ^* | T/ e. k
},
& C$ d+ D+ ^* O' w& q
g
. B5 k. | w/ F, ^9 h% x
};
2 L- e$ u/ _+ |6 ? P4 J4 v5 q F
X1 j$ k5 t/ h! G# Z- A9 }
fsim2(a,b,eps,fsim2s,fsim2f : n,j,h,d,s1,s2,t1,x,t2,g,s,s0,ep)=
/ {" S7 c* i( |3 A
{
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n=1, h=0.5*(b-a),
( H& t7 I% Z$ A/ {
d=abs((b-a)*1.0e-06),
# ^3 C( X- N% g8 J: ` M! b
s1=simp1(a,eps,fsim2s,fsim2f), s2=simp1(b,eps,fsim2s,fsim2f),
' c! w- K: D9 k/ k$ o2 U
t1=h*(s1+s2),
: p! L/ ^6 i9 B* A
s0=1.0e+35, ep=1.0+eps,
! ]1 p7 `0 e- W7 a
while {((ep>=eps)&(abs(h)>d))|(n<16),
0 a( l- s9 |6 K: a2 |: o+ h
x=a-h, t2=0.5*t1,
- j& s) m3 ^, d3 G2 I
j=1, while{j<=n,
2 ?! @8 @, I1 W7 m" K
x=x+2.0*h,
0 J% ?; U0 z& l5 A: b
g=simp1(x,eps,fsim2s,fsim2f),
) p- L {/ o3 w% S, s# b& q
t2=t2+h*g,
! C2 F' }8 D; P9 |: R
j++
& A- B8 ~5 s ]& t8 Y0 K% h
},
8 n* U3 p7 w. g8 |
s=(4.0*t2-t1)/3.0,
* r$ i$ I0 {* r) |; |; L9 Z
ep=abs(s-s0)/(1.0+abs(s)),
4 F Y: O5 _1 [3 h% q. r+ _
n=n+n, s0=s, t1=t2, h=h*0.5
: f' h: I$ V. k8 o8 i2 L
},
6 _; o$ }# P. j# L+ i9 A2 J- v
s
# M9 I2 U# K3 f1 S! Y
};
; E/ b) U; D0 {6 R8 t3 L) S, I! W8 k: z
2 S. D6 z2 O& q1 U4 ]8 m" R) k
//////////////////
2 t' P- [# E }& R
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f2s(x,y0,y1)=
7 Y1 z8 f- E9 I7 u% d& X4 j
{
% n+ Q% g5 g: C- D C$ c: `
y0=-sqrt(1.0-x*x),
) [2 C* u% T' N8 G) [3 Q8 |5 n7 ~
y1=-y0
9 A8 I) j$ X Z' p: C
};
: {, ?* e2 ?- ? q0 P. H; b9 B* h1 ~
f2f(x,y)=exp(x*x+y*y);
8 ~# I- D# f+ X: v0 C/ `' C! }
7 [/ ?3 q5 t; q0 v) l
mvar:
/ @5 ^# U/ m. e$ J; c
t0=sys::clock(),
1 E2 e- H" |! m6 R2 V
i=0, while{i<100, a=fsim2(0,1,0.0001,HFor("f2s"),HFor("f2f")), i++}, a;
, ^5 L6 B/ `# o7 Q. I
[sys::clock()-t0]/1000;
复制代码
结果:
: U, f7 D; w; v) _3 f3 Z
2.698925000624303
! |- U) C: m- g" D, N }
0.844
& y! w, [4 ^& \/ P/ a
& k F* N A; b- \$ @* V
--------
+ {8 _7 j C @8 I5 \
/ L0 z% v. B7 U9 B& ^
本例matlab与Forcal耗时之比为1.267014 :0.844。Forcal仍有优势。
9 n1 S% }* m( o2 N/ M, x' ~
- }. W2 a3 }# \
本例Forcal耗时增加的原因:在函数fsim2及simp1中要动态查找函数句柄fsim2s,fsim2f,并验证其是否有效,故效率下降了。
作者:
sxjm567
时间:
2012-7-30 01:48
百年不遇的好帖子,不得不顶
作者:
1055486706
时间:
2012-9-2 16:31
确实很不错
作者:
1055486706
时间:
2012-9-5 09:29
好深奥哦,肿么办?
欢迎光临 数学建模社区-数学中国 (http://www.madio.net/)
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