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169. Majority Element
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. Credits: Special thanks to @ts for adding this problem and creating all test cases.
数组和字符串的分治法: 对返回值的操作(叶结点的+ 非叶结点的), 出口, 分治起始位置, 题目要求--返回值
难点在于从哪分(题目要求的理解? 中间?符号?)和叶结点情况的处理->返回值
见Different Ways to Add Parentheses
public class Solution { public int majorityElement(int[] nums) { return helper(nums, 0, nums.length-1); } //确定返回值类型(根据在下一次递归中的作用, 或者题目的返回值类型) private int helper(int[] nums, int lo, int hi) { //递归出口 if (lo == hi) return nums[lo]; int mid = lo + (hi - lo) / 2; //分治 int left = helper(nums, lo, mid); int right = helper(nums, mid+1, hi); //开始对分治后的小分支进行操作: 根据题目要求用TC写一下, 准备进行返回了 // 优化的好啊, 如果相等不用判断了 if (left == right) return left; else { int l = 0, r = 0; for (int i = lo; i <= hi; i++) { if (nums[i] == left) l++; if (nums[i] == right) r++; } return l > r ? left : right; } } }
投票法: 根据majority 的特性---考点—提取成算法
public int majorityElement(int[] nums) { int majority = nums[0], count = 1; for (int i = 1; i < nums.length; i++) { if (count == 0) { majority = nums[i]; count++; } else if (nums[i] == majority) { count++; } else { count--; } } return majority; }
hashMap 法键值对
public class Solution { public int majorityElement(int[] num) { int n = num.length; HashMap<Integer, Integer> map = new HashMap<Integer, Integer>(); for (int elem : num) { if (map.containsKey(elem)) { map.put(elem, map.get(elem)+1); } else { map.put(elem, 1); } } for (int item : map.keySet()) { if (map.get(item) > n/2) { return item; } } return -1; } }
169. Majority Element
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