题目地址
https://leetcode.com/problems/majority-element/description/
题目描述
Given an array of size n, find the majority element. The majority element is the element that appears more than ⌊ n/2 ⌋ times.
You may assume that the array is non-empty and the majority element always exist in the array.
Example 1:
Input: [3,2,3]
Output: 3
Example 2:
Input: [2,2,1,1,1,2,2]
Output: 2
思路
符合直觉的做法是利用额外的空间去记录每个元素出现的次数,并用一个单独的变量记录当前出现次数最多的元素。
但是这种做法空间复杂度较高,有没有可能进行优化呢? 答案就是用"投票算法"。
投票算法的原理是通过不断消除不同元素直到没有不同元素,剩下的元素就是我们要找的元素。
关键点解析
- 投票算法
代码
/* * @lc app=leetcode id=169 lang=javascript * * [169] Majority Element * * https://leetcode.com/problems/majority-element/description/ * * algorithms * Easy (51.62%) * Total Accepted: 365.6K * Total Submissions: 702.5K * Testcase Example: '[3,2,3]' * * Given an array of size n, find the majority element. The majority element is * the element that appears more than ⌊ n/2 ⌋ times. * * You may assume that the array is non-empty and the majority element always * exist in the array. * * Example 1: * * * Input: [3,2,3] * Output: 3 * * Example 2: * * * Input: [2,2,1,1,1,2,2] * Output: 2 * * */ /** * @param {number[]} nums * @return {number} */ var majorityElement = function(nums) { let count = 1; let majority = nums[0]; for(let i = 1; i < nums.length; i++) { if (count === 0) { majority = nums[i]; } if (nums[i] === majority) { count ++; } else { count --; } } return majority; };
