LeetCode题解29.divide-two-integers

题目地址

https://leetcode.com/problems/divide-two-integers/description/

题目描述

Given two integers dividend and divisor, divide two integers without using multiplication, division and mod operator.

Return the quotient after dividing dividend by divisor.

The integer division should truncate toward zero.

Example 1:

Input: dividend = 10, divisor = 3
Output: 3
Example 2:

Input: dividend = 7, divisor = -3
Output: -2
Note:

Both dividend and divisor will be 32-bit signed integers.
The divisor will never be 0.
Assume we are dealing with an environment which could only store integers within the 32-bit signed integer range: [−231,  231 − 1]. For the purpose of this problem, assume that your function returns 231 − 1 when the division result overflows.

思路

符合直觉的做法是，减数一次一次减去被减数，不断更新差，直到差小于0，我们减了多少次，结果就是多少。

核心代码：

  let acc = divisor;
  let count = 0;

  while (dividend - acc >= 0) {
    acc += divisor;
    count++;
  }

  return count;

这种做法简单直观，但是性能却比较差. 下面来介绍一种性能更好的方法。

LeetCode题解29.divide-two-integers

通过上面这样的分析，我们直到可以使用二分法来解决，性能有很大的提升。

关键点解析

二分查找
正负数的判断中，这样判断更简单。

const isNegative = dividend > 0 !== divisor > 0;

代码

语言支持：JS，Python3

/*
 * @lc app=leetcode id=29 lang=javascript
 *
 * [29] Divide Two Integers
 */
/**
 * @param {number} dividend
 * @param {number} divisor
 * @return {number}
 */
var divide = function(dividend, divisor) {
  if (divisor === 1) return dividend;

  // 这种方法很巧妙，即符号相同则为正，不同则为负
  const isNegative = dividend > 0 !== divisor > 0;

  const MAX_INTERGER = Math.pow(2, 31);

  const res = helper(Math.abs(dividend), Math.abs(divisor));

  // overflow
  if (res > MAX_INTERGER - 1 || res < -1 * MAX_INTERGER) {
    return MAX_INTERGER - 1;
  }

  return isNegative ? -1 * res : res;
};

function helper(dividend, divisor) {
  // 二分法
  if (dividend <= 0) return 0;
  if (dividend < divisor) return 0;
  if (divisor === 1) return dividend;

  let acc = 2 * divisor;
  let count = 1;

  while (dividend - acc > 0) {
    acc += acc;
    count += count;
  }
  // 直接使用位移运算，比如acc >> 1会有问题
  const last = dividend - Math.floor(acc / 2);

  return count + helper(last, divisor);
}

Python3 Code:

class Solution:
    def divide(self, dividend: int, divisor: int) -> int:
        """
        二分法
        :param int divisor
        :param int dividend
        :return int
        """
        # 错误处理
        if divisor == 0:
            raise ZeroDivisionError
        if abs(divisor) == 1:
            result = dividend if 1 == divisor else -dividend
            return min(2**31-1, max(-2**31, result))

        # 确定结果的符号
        sign = ((dividend >= 0) == (divisor >= 0))
        
        result = 0
        # abs也可以直接写在while条件中，不过可能会多计算几次
        _divisor = abs(divisor)
        _dividend = abs(dividend)
        
        while _divisor <= _dividend:
            r, _dividend = self._multi_divide(_divisor, _dividend)
            result += r
        
        result = result if sign else -result

        # 注意返回值不能超过32位有符号数的表示范围
        return min(2**31-1, max(-2**31, result))
    
    def _multi_divide(self, divisor, dividend):
        """
        翻倍除法，如果可以被除，则下一步除数翻倍，直至除数大于被除数，
        返回商加总的结果与被除数的剩余值；
        这里就不做异常处理了；
        :param int divisor
        :param int dividend
        :return tuple result, left_dividend
        """
        result = 0
        times_count = 1
        while divisor <= dividend:
            dividend -= divisor
            result += times_count
            times_count += times_count
            divisor += divisor
        return result, dividend

LeetCode题解29.divide-two-integers

题目地址

题目描述

思路

关键点解析

代码

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