# data_structures_and_algorithms **Repository Path**: lgdsail/data_structures_and_algorithms ## Basic Information - **Project Name**: data_structures_and_algorithms - **Description**: 个人data_structures_and_algorithms学习笔记 - **Primary Language**: Unknown - **License**: MIT - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2023-11-12 - **Last Updated**: 2023-11-12 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # 参考文档? [https://www.bilibili.com/video/av685670](https://www.bilibili.com/video/av685670) 可视化算法原理 [https://www.naftaliharris.com/](https://www.naftaliharris.com/) # What-algorithms ## 是什么 在数学(算学)和计算机科学之中,指一个被定义好的、计算机可施行其指示的有限步骤或次序,常用于计算、数据处理和自动推理。算法是有效方法,包含一系列定义清晰的指令,并可于有限的时间及空间内清楚的表述出来。 选择算法 排序算法 搜索算法 ### 时间复杂度 O(n)表示时间复杂度,表示的是线性阶,随着问题规模n的不断增大,上述时间复杂度不断增大,算法的执行效率越低。 按数量级递增排列,常见的时间复杂度有: 常数阶O(1),对数阶O(log2n),线性阶O(n),线性对数阶O(nlog2n),平方阶O(n^2),立方阶O(n^3),...,k次方阶O(n^k),指数阶O(2^n)。 ![图片](data:image/png;base64,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) **扩展资料:** 在计算机科学中,算法的时间复杂度是一个函数,它定性描述了该算法的运行时间。这是一个关于代表算法输入值的字符串的长度的函数。时间复杂度常用大O符号表述,不包括这个函数的低阶项和首项系数。 算法复杂度分为时间复杂度和空间复杂度。其作用: 时间复杂度是指执行算法所需要的计算工作量;而空间复杂度是指执行这个算法所需要的内存空间。(算法的复杂性体现在运行该算法时的计算机所需资源的多少上,计算机资源最重要的是时间和空间(即寄存器)资源,因此复杂度分为时间和空间复杂度)。 ## 基本原理 ### 选择算法 ### 排序算法 [选择与排序算法-navigation](https://www.kdocs.cn/l/cmq9m8Nv1IUG) ### 搜索算法 [搜索算法-navigation](https://www.kdocs.cn/l/cccRUJMxiYH3) ## 重要技术细节 ## 数组类算法的4个技巧 ### 1.做好初始定义 做数组类算法问题的时候,我们常常需要定义一个变量,明确该变量的定义,并且在书写整个逻辑的时候,要不停的维护住这个变量的意义。也特别需要注意初始值和边界的问题 #### 快慢指针技巧 心得:在不增加新的数组空间情况下,使用快慢指针切割数组空间,慢指针所在位置可作为中间变量。 快慢指针切割的空间在操作时错位,不会造成处理上的干扰,。 慢指针确定的数组空间可以是目标数据, 快指针确定的数组空间可以是数据源。 #### 双指针交换元素技巧 数组相邻位置各一个空间 ### 2.运用基础算法思想 典型的排序算法思想、二分查找思想 #### 三路快速排序 ```python class Solution(object):     def sortColors(self, nums):         """ 题目:给定一个包含红色、白色和蓝色、共 n 个元素的数组 nums ,原地对它们进行排序,使得相同颜色的元素相邻,并按照红色、白色、蓝色顺序排列。 我们使用整数 0、 1 和 2 分别表示红色、白色和蓝色。         解题思路:把0放在前面, 2放在后面,中间剩下的为1         :type nums: List[int]         :rtype: None Do not return anything, modify nums in-place instead.         """         leng = len(nums)         # 确定0和2的指针位置         read_index = 0         blue_index = leng - 1         i = 0         while i < blue_index+1:             if nums[i] == 0:                 nums[i], nums[read_index] = nums[read_index], nums[i]                 read_index += 1             elif nums[i] == 2:                 nums[i], nums[blue_index] = nums[blue_index], nums[i]                 blue_index -= 1                 i -= 1             i += 1         return nums nums = [2,0,1] result = Solution().sortColors(nums) print(result) ``` #### 二路快速排序 ```python class Solution:     # 采用快速排序方法,分成的数列左边大于右边     def findKthLargest(self, nums, k):         n = len(nums)         if (k > n):             return         index = self.quickSort(nums, 0, n-1, k)         return nums[index]                       def quickSort(self, nums, l, r, k):         if l >= r:             return l         p = self.partition(nums, l, r)         if p + 1 == k:             return p         if p + 1 > k:             return self.quickSort(nums, l, p -1, k)         else:             return self.quickSort(nums, p + 1, r, k)     def partition(self, nums, l, r):         v = nums[l]         j = l         i = l + 1         while i <= r:             if nums[i] >= v:                 nums[j+1],nums[i] = nums[i],nums[j+1]                 j += 1             i += 1         nums[l], nums[j] = nums[j], nums[l]         return j ``` #### 双指针二分查找 数组左右一个空间 #### 双指针对撞 (数组首尾各一个空间) ### 3.双索引技巧 - 对撞指针 指针 i 和 j 分别指向数组的第一个元素和最后一个元素,然后指针 i 不断向前, 指针 j 不断递减,直到 i = j(当然具体的逻辑操作根据题目的变化而变化)。 ### 4.双索引技巧 - 滑动窗口 定义好滑动窗口,明确它要表达的意思,当然边界和初始值非常重要。 ## 类似事物的区别 略 # Why-algorithms的优缺点? ## 适用场景 * 略 ## 不适用场景 * 略 # How-algorithms的使用方法? 略 # Example-algorithms的实践案例? 略 # Next-algorithms接下来的发展趋势? 略 # Q&A-algorithms的疑惑问答? 略