【经典LeetCode算法题目专栏分类】【第6期】二分查找系列:x的平方根、有效完全平方数、搜索二位矩阵、寻找旋转排序数组最小值

《博主简介》

小伙伴们好,我是阿旭。专注于人工智能AI、python、计算机视觉相关分享研究。

更多学习资源,可关注公-仲-hao:【阿旭算法与机器学习】,共同学习交流~

👍感谢小伙伴 们点赞、关注!

X 的平方根

|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| class Solution : def mySqrt****(**** self****,**** x****:**** int ) -> int : l****,**** r****,**** ans = 0****,**** x****,**** - 1 while l <= r****:**** mid = ( l + r****)**** // 2 if mid * mid <= x****:**** ans = mid l = mid + 1 else : r = mid - 1 return ans |

有效完全平方数

|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| class Solution : def isPerfectSquare****(**** self****,**** num****:**** int ) -> bool : l = 0 r = num while l <= r****:**** mid = ( l****+**** r****)//**** 2 if mid * mid == num****:**** return True elif mid * mid < num****:**** l = mid + 1 else : r = mid - 1 return False |

搜索旋转排序数组

|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| class Solution : def search****(**** self****,**** nums****:**** List****[**** int ], target****:**** int ) -> int : if not nums****:**** return - 1 # 二分法 n = len ( nums****)**** left = 0 right = n - 1 while left <= right****:**** mid = ( left + right****)**** // 2 if nums****[**** mid****]**** == target****:**** return mid if nums****[**** 0****]**** <= nums****[**** mid****]:**** # 说明左边有序 if nums****[**** 0****]**** <= target < nums****[**** mid****]:**** right = mid - 1 else : left = mid + 1 else : # 右边有序 if nums****[**** mid****]**** < target <= nums****[**** n****-**** 1****]:**** left = mid + 1 else : right = mid - 1 return - 1 |

搜索二位矩阵

|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| class Solution : def searchMatrix****(**** self****,**** matrix****:**** List****[**** List****[**** int ]], target****:**** int ) -> bool : if not matrix****:**** return False # 二分查找 row = index // n ; col = index % n m = len ( matrix****)**** n = len ( matrix****[**** 0****])**** left = 0 right = m * n - 1 while left <= right****:**** mid = ( left + right****)**** // 2 cur_m = mid // n cur_n = mid % n if matrix****[**** cur_m****][**** cur_n****]**** == target****:**** return True elif matrix****[**** cur_m****][**** cur_n****]**** > target****:**** right = mid - 1 else : left = mid + 1 return False |

搜索二维矩阵2

|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| def searchMatrix****(**** self****,**** matrix****,**** target****):**** """ :type matrix: List[List[int]] :type target: int :rtype: bool """ # 1.暴力法 for i in range(m) for j in range(n) O(mn) # 2.剪枝搜索,假设从左下角开始搜索O(m+n) if not matrix****:**** return False m = len ( matrix****)**** n = len ( matrix****[**** 0****])**** row = m - 1 col = 0 while row >= 0 and col < n****:**** if matrix****[**** row****][**** col****]**** > target****:**** row -= 1 elif matrix****[**** row****][**** col****]**** < target****:**** col += 1 else : return True return False |

寻找旋转排序数组中的最小值

|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| class Solution : def findMin****(**** self****,**** nums****:**** List****[**** int ]) -> int : if len ( nums****)**** == 1****:**** return nums****[**** 0****]**** left = 0 right = len ( nums****)**** - 1 while left < right****:**** mid = ( left + right****)**** // 2 if nums****[**** mid****]**** < nums****[**** right****]:**** # mid可能是最小值 right = mid else : # mid一定不是最小值 left = mid + 1 return nums****[**** left****]**** |

关于本篇文章大家有任何建议或意见,欢迎在评论区留言交流!

觉得不错的小伙伴,感谢点赞、关注加收藏哦!
欢迎关注下方GZH:阿旭算法与机器学习,共同学习交流~

相关推荐
Wect18 分钟前
LeetCode 210. 课程表 II 题解:Kahn算法+DFS 双解法精讲
前端·算法·typescript
颜酱1 小时前
单调队列:滑动窗口极值问题的最优解(通用模板版)
javascript·后端·算法
Gorway8 小时前
解析残差网络 (ResNet)
算法
拖拉斯旋风8 小时前
LeetCode 经典算法题解析:优先队列与广度优先搜索的巧妙应用
算法
Wect8 小时前
LeetCode 207. 课程表:两种解法(BFS+DFS)详细解析
前端·算法·typescript
灵感__idea1 天前
Hello 算法:众里寻她千“百度”
前端·javascript·算法
Wect1 天前
LeetCode 130. 被围绕的区域:两种解法详解(BFS/DFS)
前端·算法·typescript
NAGNIP2 天前
一文搞懂深度学习中的通用逼近定理!
人工智能·算法·面试
颜酱2 天前
单调栈:从模板到实战
javascript·后端·算法
CoovallyAIHub2 天前
仿生学突破:SILD模型如何让无人机在电力线迷宫中发现“隐形威胁”
深度学习·算法·计算机视觉