用C语言求一个整数的幂的最有效方法是什么?

// 2^3
pow(2,3) == 8

// 5^5
pow(5,5) == 3125

当前回答

请注意,平方求幂并不是最优的方法。这可能是一种适用于所有指数值的通用方法,但对于特定的指数值,可能有更好的序列,需要更少的乘法。

例如,如果你想计算x^15,用平方求幂的方法会给你:

x^15 = (x^7)*(x^7)*x 
x^7 = (x^3)*(x^3)*x 
x^3 = x*x*x

这一共有6次乘法。

事实证明,这可以通过“仅仅”5次加法链幂运算来完成。

n*n = n^2
n^2*n = n^3
n^3*n^3 = n^6
n^6*n^6 = n^12
n^12*n^3 = n^15

没有有效的算法来找到这个最优的乘法序列。从维基百科:

The problem of finding the shortest addition chain cannot be solved by dynamic programming, because it does not satisfy the assumption of optimal substructure. That is, it is not sufficient to decompose the power into smaller powers, each of which is computed minimally, since the addition chains for the smaller powers may be related (to share computations). For example, in the shortest addition chain for a¹⁵ above, the subproblem for a⁶ must be computed as (a³)² since a³ is re-used (as opposed to, say, a⁶ = a²(a²)², which also requires three multiplies).

其他回答

更一般的解决方案考虑负指数

private static int pow(int base, int exponent) {

    int result = 1;
    if (exponent == 0)
        return result; // base case;

    if (exponent < 0)
        return 1 / pow(base, -exponent);
    int temp = pow(base, exponent / 2);
    if (exponent % 2 == 0)
        return temp * temp;
    else
        return (base * temp * temp);
}

下面是Java中的方法

private int ipow(int base, int exp)
{
    int result = 1;
    while (exp != 0)
    {
        if ((exp & 1) == 1)
            result *= base;
        exp >>= 1;
        base *= base;
    }

    return result;
}

如果你想得到一个整数的2的幂,最好使用shift选项:

Pow(2,5)可以替换为1<<5

这样效率更高。

请注意,平方求幂并不是最优的方法。这可能是一种适用于所有指数值的通用方法,但对于特定的指数值,可能有更好的序列,需要更少的乘法。

例如,如果你想计算x^15,用平方求幂的方法会给你:

x^15 = (x^7)*(x^7)*x 
x^7 = (x^3)*(x^3)*x 
x^3 = x*x*x

这一共有6次乘法。

事实证明,这可以通过“仅仅”5次加法链幂运算来完成。

n*n = n^2
n^2*n = n^3
n^3*n^3 = n^6
n^6*n^6 = n^12
n^12*n^3 = n^15

没有有效的算法来找到这个最优的乘法序列。从维基百科:

The problem of finding the shortest addition chain cannot be solved by dynamic programming, because it does not satisfy the assumption of optimal substructure. That is, it is not sufficient to decompose the power into smaller powers, each of which is computed minimally, since the addition chains for the smaller powers may be related (to share computations). For example, in the shortest addition chain for a¹⁵ above, the subproblem for a⁶ must be computed as (a³)² since a³ is re-used (as opposed to, say, a⁶ = a²(a²)², which also requires three multiplies).

这是对平方求幂效率的后续讨论。

这种方法的优点是它在log(n)时间内运行。例如,如果你要计算一个巨大的数,比如x^1048575(2^20 - 1),你只需要循环20次,而不是使用朴素方法的100万+次。

此外,在代码复杂性方面,它比试图找到最优的乘法序列更简单,这是la Pramod的建议。

编辑:

我想我应该在有人指责我可能会溢出之前澄清一下。这种方法假设您有某种巨大的int库。