五一漫长的假期,外面的世界是人山人海,反而在家刷题算得上一个好的休闲方式。刚好我开始写这道题:
Given two integers `dividend` and `divisor`, divide two integers **without** using multiplication, division, and mod operator.
The integer division should truncate toward zero, which means losing its fractional part. For example, `8.345` would be truncated to `8`, and `-2.7335` would be truncated to `-2`.
Return *the **quotient** after dividing* `dividend` *by* `divisor`.
**Note:** Assume we are dealing with an environment that could only store integers within the **32-bit** signed integer range: `[−231, 231 − 1]`. For this problem, if the quotient is **strictly greater than** `231 - 1`, then return `231 - 1`, and if the quotient is **strictly less than** `-231`, then return `-231`.
**Example 1:**
Input: dividend = 10, divisor = 3
Output: 3
Explanation: 10/3 = 3.33333.. which is truncated to 3.
**Example 2:**
Input: dividend = 7, divisor = -3
Output: -2
Explanation: 7/-3 = -2.33333.. which is truncated to -2.
**Constraints:**
- `-231 <= dividend, divisor <= 231 - 1`
- `divisor != 0`
看懂题目上说的,就是不能用乘法、除法以及取余操作来算出两个给定整数的商。这个时候我想到利用移位操作来实现。
虽然工作多年,但是真正在实际项目中用到移位操作的时候是很少的。
逻辑移位:
- 逻辑移位将位向左或向右移动,并在空位填充零。
- 在左逻辑移位(<<)中,位向左移动,从右侧填充零。
- 在右逻辑移位(>>)中,位向右移动,从左侧填充零。
简单来说,如果1<<2, 就是1乘以2的2次方,以此类推。
所以我的解法就很明确了, 处理好被除数和除数的符号,然后再通过循环里面使用移位操作计算出商的:
func divide(dividend int, divisor int) int {
quotient := 0
maxInt := math.MaxInt32
minInt := math.MinInt32
if divisor == 0 || (dividend == minInt && divisor == -1) {
return maxInt
}
// determine the sign of the quotient
sign := -1
if (dividend > 0 && divisor > 0) || (dividend < 0 && divisor < 0) {
sign = 1
}
// Convert the dividend and divisor to be positive number
positiveDividend, positiveDivisor := int(math.Abs(float64(dividend))), int(math.Abs(float64(divisor)))
for positiveDividend >= positiveDivisor {
shift := 0
for positiveDividend >= (positiveDivisor << shift) {
shift += 1
}
quotient += (1<< (shift - 1))
positiveDividend -= (positiveDivisor << (shift - 1))
}
return int(math.Min(float64(maxInt), math.Max(float64(sign) * float64(quotient), float64(minInt))))
}
总结
移位操作虽然好,但也不是唯一解,回忆一下小时候还没学乘法的时候,我们也可以用加法去模拟乘法,所以利用累加来模拟出两数之商更直观。
经过我的尝试,我发现完全减法会导致超时问题,不得不结合shifting操作,代码如下所示:
func divide(dividend int, divisor int) int {
quotient := 0
maxInt := math.MaxInt32
minInt := math.MinInt32
if divisor == 0 || (dividend == minInt && divisor == -1) {
return maxInt
}
// determine the sign of the quotient
sign := -1
if (dividend ^ divisor) >= 0 {
sign = 1
}
// Convert the dividend and divisor to be positive number
positiveDividend, positiveDivisor := int(math.Abs(float64(dividend))), int(math.Abs(float64(divisor)))
// Every time postiveDividend subtract with the value of the divisor
for positiveDividend >= positiveDivisor {
// Initialize variables for binary search
tempDivisor := positiveDivisor
multiple := 1
// Perform binary search-like division
for positiveDividend >= (tempDivisor << 1) {
tempDivisor <<= 1
multiple <<= 1
}
// Subtract the multiple of divisor from dividend
positiveDividend -= tempDivisor
// Add the multiple to quotient
quotient += multiple
}
return int(math.Min(float64(maxInt), math.Max(float64(sign) * float64(quotient), float64(minInt))))
}