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| 1 | +--- |
| 2 | +title: 540.有序数组中的单一元素 |
| 3 | +date: 2024-11-10 17:53:24 |
| 4 | +tags: [题解, LeetCode, 中等, 数组, 二分查找, 位运算] |
| 5 | +--- |
| 6 | + |
| 7 | +# 【LetMeFly】540.有序数组中的单一元素:二分查找(位运算优化) |
| 8 | + |
| 9 | +力扣题目链接:[https://leetcode.cn/problems/single-element-in-a-sorted-array/](https://leetcode.cn/problems/single-element-in-a-sorted-array/) |
| 10 | + |
| 11 | +<p>给你一个仅由整数组成的有序数组,其中每个元素都会出现两次,唯有一个数只会出现一次。</p> |
| 12 | + |
| 13 | +<p>请你找出并返回只出现一次的那个数。</p> |
| 14 | + |
| 15 | +<p>你设计的解决方案必须满足 <code>O(log n)</code> 时间复杂度和 <code>O(1)</code> 空间复杂度。</p> |
| 16 | + |
| 17 | +<p> </p> |
| 18 | + |
| 19 | +<p><strong>示例 1:</strong></p> |
| 20 | + |
| 21 | +<pre> |
| 22 | +<strong>输入:</strong> nums = [1,1,2,3,3,4,4,8,8] |
| 23 | +<strong>输出:</strong> 2 |
| 24 | +</pre> |
| 25 | + |
| 26 | +<p><strong>示例 2:</strong></p> |
| 27 | + |
| 28 | +<pre> |
| 29 | +<strong>输入:</strong> nums = [3,3,7,7,10,11,11] |
| 30 | +<strong>输出:</strong> 10 |
| 31 | +</pre> |
| 32 | + |
| 33 | +<p> </p> |
| 34 | + |
| 35 | +<p><meta charset="UTF-8" /></p> |
| 36 | + |
| 37 | +<p><strong>提示:</strong></p> |
| 38 | + |
| 39 | +<ul> |
| 40 | + <li><code>1 <= nums.length <= 10<sup>5</sup></code></li> |
| 41 | + <li><code>0 <= nums[i] <= 10<sup>5</sup></code></li> |
| 42 | +</ul> |
| 43 | + |
| 44 | + |
| 45 | + |
| 46 | +## 解题方法:二分查找 |
| 47 | + |
| 48 | +数组元素有序说明,我们可以直接随机选择一个下标,如果“当前下标为偶数且当前元素和下一个元素相同”或者“当前下标为奇数并且当前元素和上一个元素相同”,则说明从头开始到这个元素为止每个元素都是成对出现的。 |
| 49 | + |
| 50 | +因此我们可以直接进行二分操作:每次枚举mid并在$O(1)$的时间内得到$[0, mid]$中的每个元素是否都成对出现。若成对出现则说明答案在$mid + 1$及之后;否则说明答案在$mid$及之前。 |
| 51 | + |
| 52 | +位运算优化: |
| 53 | + |
| 54 | +1. $\frac{l+r}2=(l+r)>>1$ |
| 55 | +2. 如果$mid$是奇数,那么应该判断$nums[mid]$是否和$nums[mid - 1]$相等;如果$mid$是偶数,那么应该判断$nums[mid]$是否和$nums[mid + 1]$相等。总之,我们只需要判断$nums[mid]$和$nums[mid \hat\ 1]$是否相等(其中$\hat\ $是异或符) |
| 56 | + |
| 57 | +(・∀・(・∀・(・∀・*) |
| 58 | + |
| 59 | ++ 时间复杂度$O(\log len(nums))$ |
| 60 | ++ 空间复杂度$O(1)$ |
| 61 | + |
| 62 | +### AC代码 |
| 63 | + |
| 64 | +#### C++ |
| 65 | + |
| 66 | +```cpp |
| 67 | +class Solution { |
| 68 | +public: |
| 69 | + int singleNonDuplicate(vector<int>& nums) { |
| 70 | + int l = 0, r = nums.size() - 1; |
| 71 | + while (l < r) { |
| 72 | + int mid = (l + r) >> 1; |
| 73 | + if (nums[mid] == nums[mid ^ 1]) { |
| 74 | + l = mid + 1; |
| 75 | + } else { |
| 76 | + r = mid; |
| 77 | + } |
| 78 | + } |
| 79 | + return nums[l]; |
| 80 | + } |
| 81 | +}; |
| 82 | +``` |
| 83 | +
|
| 84 | +#### Python |
| 85 | +
|
| 86 | +```python |
| 87 | +from typing import List |
| 88 | +
|
| 89 | +class Solution: |
| 90 | + def singleNonDuplicate(self, nums: List[int]) -> int: |
| 91 | + l, r = 0, len(nums) - 1 |
| 92 | + while l < r: |
| 93 | + mid = (l + r) >> 1 |
| 94 | + if nums[mid] == nums[mid ^ 1]: |
| 95 | + l = mid + 1 |
| 96 | + else: |
| 97 | + r = mid |
| 98 | + return nums[l] |
| 99 | +``` |
| 100 | + |
| 101 | +#### Java |
| 102 | + |
| 103 | +```java |
| 104 | +class Solution { |
| 105 | + public int singleNonDuplicate(int[] nums) { |
| 106 | + int l = 0, r = nums.length - 1; |
| 107 | + while (l < r) { |
| 108 | + int mid = (l + r) >> 1; |
| 109 | + if (nums[mid] == nums[mid ^ 1]) { |
| 110 | + l = mid + 1; |
| 111 | + } else { |
| 112 | + r = mid; |
| 113 | + } |
| 114 | + } |
| 115 | + return nums[l]; |
| 116 | + } |
| 117 | +} |
| 118 | +``` |
| 119 | + |
| 120 | +#### Go |
| 121 | + |
| 122 | +```go |
| 123 | +package main |
| 124 | + |
| 125 | +func singleNonDuplicate(nums []int) int { |
| 126 | + l, r := 0, len(nums) - 1 |
| 127 | + for l < r { |
| 128 | + mid := (l + r) >> 1 |
| 129 | + if nums[mid] == nums[mid + 1] { |
| 130 | + l = mid + 1 |
| 131 | + } else { |
| 132 | + r = mid |
| 133 | + } |
| 134 | + } |
| 135 | + return nums[l] |
| 136 | +} |
| 137 | +``` |
| 138 | + |
| 139 | +> 同步发文于CSDN和我的[个人博客](https://blog.letmefly.xyz/),原创不易,转载经作者同意后请附上[原文链接](https://blog.letmefly.xyz/2024/11/10/LeetCode%200540.%E6%9C%89%E5%BA%8F%E6%95%B0%E7%BB%84%E4%B8%AD%E7%9A%84%E5%8D%95%E4%B8%80%E5%85%83%E7%B4%A0/)哦~ |
| 140 | +> |
| 141 | +> Tisfy:[https://letmefly.blog.csdn.net/article/details/143663976](https://letmefly.blog.csdn.net/article/details/143663976) |
| 142 | + |
| 143 | +emm,某事还是很累,这篇题解写地晕哩糊涂的。 |
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