// 面试题60:n个骰子的点数
// 题目:把n个骰子扔在地上,所有骰子朝上一面的点数之和为s。输入n,打印出s
// 的所有可能的值出现的概率。
#include <iostream>
#include <math.h>
int g_maxValue = 6;
// ====================方法一====================
//使用递归,还是会有重复计算
void Probability(int number, int* pProbabilities);
void Probability(int original, int current, int sum, int* pProbabilities);
void PrintProbability_Solution1(int number)
{
if (number < 1)
return;
int maxSum = number * g_maxValue;
int* pProbabilities = new int[maxSum - number + 1];//建立一个长为maxSum - number + 1的数组,用来统计次数
for (int i = number; i <= maxSum; ++i)//初始化为0
pProbabilities[i - number] = 0;
Probability(number, pProbabilities);//统计次数
int total = pow((double)g_maxValue, number);
for (int i = number; i <= maxSum; ++i)
{
double ratio = (double)pProbabilities[i - number] / total;
printf("%d: %e\n", i, ratio);
}
delete[] pProbabilities;
}
void Probability(int number, int* pProbabilities)
{
for (int i = 1; i <= g_maxValue; ++i)
Probability(number, number, i, pProbabilities);
}
//划分为1个和n-1个两堆色子,然后迭代如此划分,遍历所有可能,然后pProbabilities数组相应加1
void Probability(int original, int current, int sum, int* pProbabilities)
{
if (current == 1)
{
pProbabilities[sum - original]++;
}
else
{
for (int i = 1; i <= g_maxValue; ++i)
{
Probability(original, current - 1, i + sum, pProbabilities);
}
}
}
// ====================方法二====================
//使用循环方法,需要找到统计新的一个色子的规律
void PrintProbability_Solution2(int number)
{
if (number < 1)
return;
int* pProbabilities[2];
pProbabilities[0] = new int[g_maxValue * number + 1];
pProbabilities[1] = new int[g_maxValue * number + 1];
for (int i = 0; i < g_maxValue * number + 1; ++i)//建立两个数组,初始化为0
{
pProbabilities[0][i] = 0;
pProbabilities[1][i] = 0;
}
int flag = 0;
for (int i = 1; i <= g_maxValue; ++i)
pProbabilities[flag][i] = 1;//第一个色子,每个值出现次数为1,值1~g_maxValue
for (int k = 2; k <= number; ++k)//从第二个色子开始统计
{
for (int i = 0; i < k; ++i)
pProbabilities[1 - flag][i] = 0;//把另一个数组的k之前的次数清零,因为那是以前的统计结果,后面不可能出现的值
for (int i = k; i <= g_maxValue * k; ++i)//对于另一个数组而言,统计一个新的色子,其每个和的次数等于当前数组的前六个值的和
{
pProbabilities[1 - flag][i] = 0;
for (int j = 1; j <= i && j <= g_maxValue; ++j)
pProbabilities[1 - flag][i] += pProbabilities[flag][i - j];
}
flag = 1 - flag;
}
double total = pow((double)g_maxValue, number);
for (int i = number; i <= g_maxValue * number; ++i)
{
double ratio = (double)pProbabilities[flag][i] / total;
printf("%d: %e\n", i, ratio);
}
delete[] pProbabilities[0];
delete[] pProbabilities[1];
}
// ====================测试代码====================
void Test(int n)
{
printf("Test for %d begins:\n", n);
printf("Test for solution1\n");
PrintProbability_Solution1(n);
printf("Test for solution2\n");
PrintProbability_Solution2(n);
printf("\n");
}
int main(int argc, char* argv[])
{
Test(1);
Test(2);
Test(3);
Test(4);
Test(11);
Test(0);
system("pause");
return 0;
}