问题定义:
输入:输入一个由n个元素构成的集合a和一个数值i,且1<= i <= n。
输出:一个元素x属于a,它比前面i-1个元素都大,也就是第i个最小的元素。
特列:寻找中位数问题。
随机选择的时间复制度为O(n)。
代码如下:
/*
*Copyright(c) Computer Science Department of XiaMen University
*
*Authored by laimingxing on: 2012年 03月 02日 星期五 00:47:43 CST
*
* @desc:
*
* @history
*/
#include <iostream>
#include <stdlib.h>
using namespace std;
const int n = 15;
void swap( int *data, int i, int j);
int RandomizedSelect( int *data, int l, int u, int index);
int main(int argc, char* argv[])
{
int data[n];
int i = 0;
for( i = 0; i < n; i++)
data[i] = rand() % (n * 10);
cout << "Data set: " << endl;
for( i = 0; i < n; i++)
cout << data[i] << "\t";
cout << endl;
//Select a number which is ith small in data set.
int temp = RandomizedSelect(data, 0, n - 1, 5);
cout << temp << endl;
return 0;
}
void swap( int *data, int i, int j)
{
int temp = data[i];
data[i] = data[j];
data[j] = temp;
}
int RandomizedSelect( int *data, int l, int u, int index)
{
if( l == u ) return data[l];
int i = l, j = u + 1;
// Randomize
swap( data, l, rand() % (u - l)+l );
int temp = data[l];
while( true )
{
do i++; while( i <= u && data[i] < temp );
do j--; while( data[j] > temp );
if( i > j ) break;
//exchange data[i], data[j]
// for efficienty , don't use swap function`
int t = data[i]; data[i] = data[j]; data[j] = t;
}
swap( data, l, j);
int k = j - l + 1;
if( index == k )
return data[j];
else if ( index < k )
RandomizedSelect( data, l, j - 1, index );
else
RandomizedSelect( data, j + 1, u, index - k);
}