算法设计与分析个人总结（2020最新版）

本是古典何须时尚 2023-02-12 11:21 8阅读 0赞

### **一、贪婪算法** ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70][]

![20200525220357510.png][]、

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 1][]

![20200525220357515.png][]

## **二、二分搜索算法** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 2][]

![20200525220509904.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 3][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 4][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 5][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 6][]

![20200525220509949.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 7][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 8][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 9][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 10][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 11][]

## **三、动态规划算法** ##

**3.1 DP0**

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 12][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 13][]

**3.2 DP1**

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 14][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 15][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 16][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 17][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 18][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 19][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 20][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 21][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 22][]

**3.3 DP2**

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 23][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 24][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 25][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 26][]

**3.4 DP3**

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 27][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 28][]

## **四、深度优先搜索****DFS** ##

### 4.1 DFS0 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 29][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 30][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 31][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 32][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 33][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 34][]

**4.2 DFS1**

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 35][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 36][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 37][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 38][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 39][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 40][]

## **五、插入排序算法** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 41][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 42][]

## **六、回溯算法** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 43][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 44][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 45][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 46][]

![20200525221357278.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 47][]

![20200525221357306.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 48][]

## **七、递归算法** ##

*  ![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 49][]
    
    ![2020052522244140.png][]
    
     
    
    ![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 50][]
    
    ![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 51][]
    
    ![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 52][]
    
    ![2020052522244175.png][]
    
     
    
    ![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 53][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 54][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 55][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 56][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 57][]

## **八、树** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 58][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 59][]

# #

## **九、拓扑排序算法** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 60][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 61][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 62][]

## **十、快速排序算法** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 63][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 64][]

## **十一、归并排序算法** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 64][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 65][]

![20200525222830431.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 66][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 67][]

## **十二、冒泡排序算法** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 68][]

## **十三、高级数据结构** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 69][]

## **十四、树状数组** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 70][]

## **十五、线段树** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 71][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 72][]

# #

## **十六**、**前缀树** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 73][]

![20200525223236653.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 74][]

## **十七、优先队列** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 75][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 76][]

## **十八、树的遍历** ##

# 18.1 前序遍历 #

![20200525223911191.png][]

对于当前节点，先输出该节点，然后输出他的左孩子，最后输出他的右孩子。以上图为例，递归的过程如下：

（1）：输出 1，接着左孩子；

（2）：输出 2，接着左孩子；

（3）：输出 4，左孩子为空，再接着右孩子；

（4）：输出 6，左孩子为空，再接着右孩子；

（5）：输出 7，左右孩子都为空，此时 2 的左子树全部输出，2 的右子树为空，此时 1 的左子树全部输出，接着 1 的右子树；

（6）：输出 3，接着左孩子；

（7）：输出 5，左右孩子为空，此时 3 的左子树全部输出，3 的右子树为空，至此 1 的右子树全部输出，结束。

# 18.2 中序遍历 #

对于当前结点，先输出它的左孩子，然后输出该结点，最后输出它的右孩子。以上图为例：

（1）：1-->2-->4，4 的左孩子为空，输出 4，接着右孩子；

（2）：6 的左孩子为空，输出 6，接着右孩子；

（3）：7 的左孩子为空，输出 7，右孩子也为空，此时 2 的左子树全部输出，输出 2，2 的右孩子为空，此时 1 的左子树全部输出，输出 1，接着 1 的右孩子；

（4）：3-->5，5 左孩子为空，输出 5，右孩子也为空，此时 3 的左子树全部输出，而 3 的右孩子为空，至此 1 的右子树全部输出，结束。

# 18.3 后序遍历 #

对于当前结点，先输出它的左孩子，然后输出它的右孩子，最后输出该结点。依旧以上图为例：

（1）：1->2->4->6->7，7 无左孩子，也无右孩子，输出 7，此时 6 无左孩子，而 6 的右子树也全部输出，输出 6，此时 4 无左子树，而 4 的右子树全部输出，输出 4，此时 2 的左子树全部输出，且 2 无右子树，输出 2，此时 1 的左子树全部输出，接着转向右子树；

（2）：3->5，5 无左孩子，也无右孩子，输出 5，此时 3 的左子树全部输出，且 3 无右孩子，输出 3，此时 1 的右子树全部输出，输出 1，结束。

# 18.4 根据前序遍历中序遍历推导树的结构 #

已知：

前序遍历: GDAFEMHZ

中序遍历: ADEFGHMZ

求后序遍历

首先，要先画出这棵二叉树，怎么画呢？根据上面说的我们一步一步来……

1.先看前序遍历，前序遍历第一个一定是根节点，那么我们可以知道，这棵树的根节点是G，接着，我们看中序遍历中，根节点一定是在中间访问的，那么既然知道了G是根节点，则在中序遍历中找到G的位置，G的左边一定就是这棵树的左子树，G的右边就是这棵树的右子树了。

2.我们根据第一步的分析，大致应该知道左子树节点有：ADEF，右子树的节点有：HMZ。同时，这个也分别是左子树和右子树的中序遍历的序列。

3.在前序遍历遍历完根节点后，接着执行前序遍历左子树，注意，是前序遍历，什么意思？就是把左子树当成一棵独立的树，执行前序遍历，同样先访问左子树的根，由此可以得到，左子树的根是D，第2步我们已经知道左子树是ADEF了，那么在这一步得到左子树的根是D，请看第4步。

4.从第2步得到的中序遍历的节点序列中，找到D，发现D左边只有一个A，说明D的左子树只有一个叶子节点，D的右边呢？我们可以得到D的右子树有EF，再看前序遍历的序列，发现F在前，也就是说，F是先前序遍历访问的，则得到E是F的左子树，只有一个叶子节点。

5.到这里，我们可以得到这棵树的根节点和左子树的结构了。如下图：

![20200525224006227.png][]

6.接着看右子树，在第2步的右子树中序遍历序列中，右子树是HMZ三个节点，那么先看前序遍历的序列，先出现的是M，那么M就是右子树的根节点，刚好，HZ在M的左右，分别是它的左子树和右子树，因此，右子树的结构就出来了：

![20200525224018408.png][]

7.到这里，我们可以得到整棵树的结构：

![20200525224018412.png][]

# 18.5 根据树的中序遍历后序遍历推导树的结构 #

中序遍历：ADEFGHMZ

后序遍历：AEFDHZMG

1..根据后序遍历的特点（左右中），根节点在结尾，确定G是根节点。根据中序遍历的特点（左中右），确定ADEF组成左子树，HMZ组成右子树。

2.分析左子树。ADEF这四个元素在后序遍历（左右中）中的顺序是AEFD，在中序遍历（左中右）中的顺序是ADEF。根据后序遍历（左右中）的特点确定D是左子树的节点，根据中序遍历（左中右）的特点发现A在D前面，所以A是左子树的左叶子，EF则是左子树的右分枝。

EF在后序（左右中）和中序（左中右）的相对位置是一样的，所以EF关系是左右或者左中，排除左右关系（缺乏节点），所以EF关系是左中。

到此得出左子树的形状

![20200525224150386.png][]

3.分析右子树。HMZ这三个元素在中序遍历（左中右）的顺序是HMZ，在后序遍历（左右中）的顺序是HZM。根据后序遍历（左右中）的特点，M在尾部，即M是右子树的节点。再根据中序遍历（左中右）的特点，确定H（M的前面）是右子树的左叶子，Z（M的后面）是右子树的右叶子。

所以右子树的形状

![20200525224200648.png][]

1.  最后得出整棵树的形状

![20200525224200652.png][]

# #

## **十九、双端队列** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 77][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 78][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 79][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 80][]

## **二十、链表合并** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 81][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 82][]

# #

## **二十一、链表** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 83][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 84][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 85][]

# #

## **二十二、数组字符串** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 86][]

## **二十三、树的子结构** ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 87][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 88][]

# #

## **二十四、进制转换** ##

十进制转二进制，我们采用短除法，比如要将十进制的29转成二进制，用29除以2，商写在下面，余数写在商的右边

继续往下除，同样的商写在下面，余数写在商的右边

当除到商为0的时候，就不用往下除了

这个时候将余数从下到商排列出来，得到的数就是二进制的

二进制转十进制采用权相加法，比如1011010转成十进制，需要说明下，2的几次方哪个次数是怎么确定的，比如从左数的第一位1，在它的前面还有六位，那么它的次数就是为6

十进制数怎么转换成16进制的数

直接除16，反向取余。如52转换成16进制。52/16=3……4，余数为4；接着3/16=0……3。所以转换的结果为34H。在比如把60536转换成16进制。60536/16=3783……8，3783/16=236……7，236/16=14……12，12对应16进制的C，14/16=0……14，14对应16进制的E，所以最终转换结果为EC78

十六进制转十进制：

16进制数的第0位的权值为16的0次方，第1位的权值为16的1次方，第2位的权值为16的2次方……

所以，在第N（N从0开始）位上，如果是是数 X （X 大于等于0，并且X小于等于 15，即：F）表示的大小为 X \* 16的N次方。

例：2AF5换算成10进制:

用竖式计算：

第0位： 5 \* 16^0 = 5

第1位： F \* 16^1 = 240

第2位： A \* 16^2= 2560

第3位： 2 \* 16^3 = 8192

直接计算就是：

5 \* 16^0 + F \* 16^1 + A \* 16^2 + 2 \* 16^3 = 10997

由于在二进制的表示方法中，每四位所表示的数的最大值对应16进制的15，即16进制每一位上最大值，所以，我们可以得出简便的转换方法，将16进制上每一位分别对应二进制上四位进行转换，即得所求：

例：2AF5换算成2进制:

第0位： （5）16 = （0101) 2

第1位： （F）16 = (1111) 2

第2位： (A) 16 = (1010) 2

第3位： (2) 16 = (0010) 2

得：(2AF5)16=(0010.1010.1111.0101)2

### **更多学习资源，请关注本人个人微信公众号：** ###

个人公众号：

![20190122181023185.png][]

我的微信号：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 89][]

[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70]: https://img-blog.csdnimg.cn/20200525220357578.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525220357510.png]: https://img-blog.csdnimg.cn/20200525220357510.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 1]: https://img-blog.csdnimg.cn/20200525220357590.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525220357515.png]: https://img-blog.csdnimg.cn/20200525220357515.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 2]: https://img-blog.csdnimg.cn/202005252205108.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525220509904.png]: https://img-blog.csdnimg.cn/20200525220509904.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 3]: https://img-blog.csdnimg.cn/2020052522051026.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 4]: https://img-blog.csdnimg.cn/2020052522051038.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 5]: https://img-blog.csdnimg.cn/2020052522051055.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 6]: https://img-blog.csdnimg.cn/2020052522051059.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525220509949.png]: https://img-blog.csdnimg.cn/20200525220509949.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 7]: https://img-blog.csdnimg.cn/2020052522051092.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 8]: https://img-blog.csdnimg.cn/20200525220509963.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 9]: https://img-blog.csdnimg.cn/20200525220510109.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 10]: https://img-blog.csdnimg.cn/20200525220509998.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 11]: https://img-blog.csdnimg.cn/20200525220510153.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 12]: https://img-blog.csdnimg.cn/2020052522072182.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 13]: https://img-blog.csdnimg.cn/202005252207213.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 14]: https://img-blog.csdnimg.cn/20200525220721154.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 15]: https://img-blog.csdnimg.cn/20200525220721125.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 16]: https://img-blog.csdnimg.cn/20200525220721181.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 17]: https://img-blog.csdnimg.cn/20200525220721175.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 18]: https://img-blog.csdnimg.cn/20200525220721180.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 19]: https://img-blog.csdnimg.cn/2020052522072161.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 20]: https://img-blog.csdnimg.cn/2020052522072173.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 21]: https://img-blog.csdnimg.cn/20200525220721227.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 22]: https://img-blog.csdnimg.cn/2020052522072191.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 23]: https://img-blog.csdnimg.cn/20200525220721213.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 24]: https://img-blog.csdnimg.cn/20200525220721220.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 25]: https://img-blog.csdnimg.cn/20200525220721231.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 26]: https://img-blog.csdnimg.cn/20200525220721247.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 27]: https://img-blog.csdnimg.cn/20200525220721160.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 28]: https://img-blog.csdnimg.cn/20200525220721307.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 29]: https://img-blog.csdnimg.cn/2020052522085971.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 30]: https://img-blog.csdnimg.cn/2020052522085979.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 31]: https://img-blog.csdnimg.cn/20200525220859100.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 32]: https://img-blog.csdnimg.cn/20200525220859117.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 33]: https://img-blog.csdnimg.cn/20200525220859130.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 34]: https://img-blog.csdnimg.cn/2020052522085954.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 35]: https://img-blog.csdnimg.cn/20200525220859155.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 36]: https://img-blog.csdnimg.cn/20200525220859154.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 37]: https://img-blog.csdnimg.cn/20200525220859194.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 38]: https://img-blog.csdnimg.cn/20200525220859197.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 39]: https://img-blog.csdnimg.cn/20200525220859115.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 40]: https://img-blog.csdnimg.cn/20200525220859205.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 41]: https://img-blog.csdnimg.cn/2020052522132249.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 42]: https://img-blog.csdnimg.cn/2020052522132252.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 43]: https://img-blog.csdnimg.cn/20200525221357339.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 44]: https://img-blog.csdnimg.cn/20200525221357260.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 45]: https://img-blog.csdnimg.cn/20200525221357269.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 46]: https://img-blog.csdnimg.cn/20200525221357277.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525221357278.png]: https://img-blog.csdnimg.cn/20200525221357278.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 47]: https://img-blog.csdnimg.cn/20200525221357358.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525221357306.png]: https://img-blog.csdnimg.cn/20200525221357306.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 48]: https://img-blog.csdnimg.cn/20200525221357360.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 49]: https://img-blog.csdnimg.cn/20200525222441130.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[2020052522244140.png]: https://img-blog.csdnimg.cn/2020052522244140.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 50]: https://img-blog.csdnimg.cn/2020052522244195.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 51]: https://img-blog.csdnimg.cn/2020052522244182.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 52]: https://img-blog.csdnimg.cn/20200525222441126.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[2020052522244175.png]: https://img-blog.csdnimg.cn/2020052522244175.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 53]: https://img-blog.csdnimg.cn/20200525222441166.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 54]: https://img-blog.csdnimg.cn/202005252225550.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 55]: https://img-blog.csdnimg.cn/20200525222555981.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 56]: https://img-blog.csdnimg.cn/2020052522255621.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 57]: https://img-blog.csdnimg.cn/20200525222555995.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 58]: https://img-blog.csdnimg.cn/20200525222636722.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 59]: https://img-blog.csdnimg.cn/20200525222636692.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 60]: https://img-blog.csdnimg.cn/20200525222636695.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 61]: https://img-blog.csdnimg.cn/20200525222636786.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 62]: https://img-blog.csdnimg.cn/20200525222636767.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 63]: https://img-blog.csdnimg.cn/20200525222830463.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 64]: https://img-blog.csdnimg.cn/20200525222830471.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 65]: https://img-blog.csdnimg.cn/20200525222830429.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525222830431.png]: https://img-blog.csdnimg.cn/20200525222830431.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 66]: https://img-blog.csdnimg.cn/20200525222830523.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 67]: https://img-blog.csdnimg.cn/20200525222929483.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 68]: https://img-blog.csdnimg.cn/20200525222951225.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 69]: https://img-blog.csdnimg.cn/20200525222951233.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 70]: https://img-blog.csdnimg.cn/20200525222951259.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 71]: https://img-blog.csdnimg.cn/20200525222951262.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 72]: https://img-blog.csdnimg.cn/20200525222951207.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 73]: https://img-blog.csdnimg.cn/20200525223236696.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525223236653.png]: https://img-blog.csdnimg.cn/20200525223236653.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 74]: https://img-blog.csdnimg.cn/20200525223236705.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 75]: https://img-blog.csdnimg.cn/20200525223236715.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 76]: https://img-blog.csdnimg.cn/20200525223236726.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20200525223911191.png]: https://img-blog.csdnimg.cn/20200525223911191.png
[20200525224006227.png]: https://img-blog.csdnimg.cn/20200525224006227.png
[20200525224018408.png]: https://img-blog.csdnimg.cn/20200525224018408.png
[20200525224018412.png]: https://img-blog.csdnimg.cn/20200525224018412.png
[20200525224150386.png]: https://img-blog.csdnimg.cn/20200525224150386.png
[20200525224200648.png]: https://img-blog.csdnimg.cn/20200525224200648.png
[20200525224200652.png]: https://img-blog.csdnimg.cn/20200525224200652.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 77]: https://img-blog.csdnimg.cn/20200525224256191.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 78]: https://img-blog.csdnimg.cn/20200525224342426.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 79]: https://img-blog.csdnimg.cn/20200525224342521.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 80]: https://img-blog.csdnimg.cn/20200525224342492.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 81]: https://img-blog.csdnimg.cn/20200525224436752.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 82]: https://img-blog.csdnimg.cn/20200525224436724.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 83]: https://img-blog.csdnimg.cn/20200525224521548.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 84]: https://img-blog.csdnimg.cn/20200525224521518.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 85]: https://img-blog.csdnimg.cn/20200525224521568.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 86]: https://img-blog.csdnimg.cn/20200525224603655.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 87]: https://img-blog.csdnimg.cn/20200525224603586.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 88]: https://img-blog.csdnimg.cn/20200525224603587.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70
[20190122181023185.png]: https://img-blog.csdnimg.cn/20190122181023185.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc_size_16_color_FFFFFF_t_70 89]: https://img-blog.csdnimg.cn/20200520223652263.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L25ld2xpbmZlbmc=,size_16,color_FFFFFF,t_70