数据结构6---图

妖狐艹你老母 2023-10-03 16:03 8阅读 0赞

#### 文章目录 ####

*  数据结构6---图
 *  一、图
 *   *  1.1 有向图&无向图
 *  二、图的存储
 *   *  2.1 邻接矩阵
     *  2.2 邻接链表
 *  三、图的遍历
 *   *  3.1 深度优先搜索
     *  3.2 广度优先搜索
     *  四、图的应用
     *  4.1 最小生成树
     *   *  4.1.1 prim算法
         *  4.1.2 Kruskal算法
     *  4.2 最短路径
     *   *  4.2.1 Dijkstra算法
     *  4.3 AOV网
     *   *  4.3.1 拓扑排序
     *  4.4 AOE网
 *  五、测验

## 数据结构6—图 ##

*  这是最后一个数据结构了，，看完打卡。。

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16]

## 一、图 ##

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 1]

### 1.1 有向图&无向图 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 2]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 3]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 4]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 5]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 6]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 7]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 8]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 9]

## 二、图的存储 ##

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 10]

### 2.1 邻接矩阵 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 11]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 12]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 13]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 14]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 15]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 16]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 17]

### 2.2 邻接链表 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 18]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 19]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 20]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 21]

## 三、图的遍历 ##

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 22]

### 3.1 深度优先搜索 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 23]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 24]

### 3.2 广度优先搜索 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 25]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 26]

### 四、图的应用 ###

### 4.1 最小生成树 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 27]

#### 4.1.1 prim算法 ####

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 28]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 29]

#### 4.1.2 Kruskal算法 ####

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 30]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 31]

### 4.2 最短路径 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 32]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 33]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 34]

#### 4.2.1 Dijkstra算法 ####

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 35]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 36]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 37]

### 4.3 AOV网 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 38]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 39]

#### 4.3.1 拓扑排序 ####

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 40]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 41]

### 4.4 AOE网 ###

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 42]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 43]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 44]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 45]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 46]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 47]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 48]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 49]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 50]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 51]

## 五、测验 ##

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 52]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 53]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 54]  
![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 55]

![在这里插入图片描述][watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 56]

[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16]: https://img-blog.csdnimg.cn/3cc1cdb8bdf84f93b8d8411590175bae.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 1]: https://img-blog.csdnimg.cn/c47b834d585f4e04a3cfb966dfa039b2.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 2]: https://img-blog.csdnimg.cn/518e356d263c4d629cf262ee673014ca.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 3]: https://img-blog.csdnimg.cn/2e4bde5138594fe1b33099bdb8c7a1f0.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 4]: https://img-blog.csdnimg.cn/29905b41ca234fd3abf22e44eb5239a3.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 5]: https://img-blog.csdnimg.cn/8e50348452a84984b767dbc74a7865df.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 6]: https://img-blog.csdnimg.cn/b248782e3df246b78faf7a6fece7599c.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 7]: https://img-blog.csdnimg.cn/2987938f03a443e298f78a02437229b9.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 8]: https://img-blog.csdnimg.cn/2b53459805cd4c389e8ba6958ef14643.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 9]: https://img-blog.csdnimg.cn/e1f20bedf85f4919b891ef98ce36e2a9.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 10]: https://img-blog.csdnimg.cn/4e5092f3ed2d4e7097fe27542d5d5329.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 11]: https://img-blog.csdnimg.cn/521827637da846f08243012cfe448834.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 12]: https://img-blog.csdnimg.cn/0edceee426044b4aa057d93d5479c70c.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 13]: https://img-blog.csdnimg.cn/bdb5fc7fb80349d28632203ec8f31c1a.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 14]: https://img-blog.csdnimg.cn/66c0c45c7d044634a141b02218ca5a2e.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 15]: https://img-blog.csdnimg.cn/d3c9dc3f01c8464fb45276a7da3571c2.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 16]: https://img-blog.csdnimg.cn/7bfb156502784878aa9bdad13338acdf.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 17]: https://img-blog.csdnimg.cn/f481606525e342a091b2a47203a042af.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 18]: https://img-blog.csdnimg.cn/a70d2c5970f242f2b97a8caa14fb2d56.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 19]: https://img-blog.csdnimg.cn/734e9bae88d747439cbee306998716a0.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 20]: https://img-blog.csdnimg.cn/6acef4f72ce14ea6be524c290d823348.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 21]: https://img-blog.csdnimg.cn/365369b3acb344f08ec4464c05e50ef2.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 22]: https://img-blog.csdnimg.cn/955deaca08534d6a87af833ba634691f.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 23]: https://img-blog.csdnimg.cn/e6c0eb75cc984a7ca4091c818be521e6.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 24]: https://img-blog.csdnimg.cn/60179d8305de405b862f2fa0b464df3b.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 25]: https://img-blog.csdnimg.cn/01fa7265a5ba4fdba218b82eabba6ae4.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 26]: https://img-blog.csdnimg.cn/d627048432e84b07b3d38546c53c52a9.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 27]: https://img-blog.csdnimg.cn/0766a858967e4e1185c6ac11b67c03f6.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 28]: https://img-blog.csdnimg.cn/7f477f9dbdfb47a6925c0362f1406dca.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 29]: https://img-blog.csdnimg.cn/791eb9b5eec5410397e0002c67a2071a.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 30]: https://img-blog.csdnimg.cn/5c7c5c3211484c54bb76f7ddda4fcaa3.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 31]: https://img-blog.csdnimg.cn/1f56fc809c094cdd9bea5a66e5c4e7b4.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 32]: https://img-blog.csdnimg.cn/2d9a524d1e55473987594a75061cd43a.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 33]: https://img-blog.csdnimg.cn/4eb17fc877e44b8082bb8b0c331ef0d4.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 34]: https://img-blog.csdnimg.cn/bad76495f723477f878b8c44d5ba838a.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 35]: https://img-blog.csdnimg.cn/c5d29b8b157842f6a9cf0a7077004b84.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 36]: https://img-blog.csdnimg.cn/c879849a4b2540c6b3883b14ce6d26ef.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 37]: https://img-blog.csdnimg.cn/6620664935204393bd786dc395690553.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 38]: https://img-blog.csdnimg.cn/3a263c9e8682494ab89922df6dc297bb.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 39]: https://img-blog.csdnimg.cn/9c02226dd28a41de95d61cedcb3a27d5.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 40]: https://img-blog.csdnimg.cn/7fc18a28dbaf45d4a448c80e251932e5.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 41]: https://img-blog.csdnimg.cn/aa7bf3f935e8432489096a209d751de1.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 42]: https://img-blog.csdnimg.cn/410fbbe357bf4b0a8ebc0eefb8f7c3e2.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 43]: https://img-blog.csdnimg.cn/b4a7f18452e6475a9205dbe844901190.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 44]: https://img-blog.csdnimg.cn/588be93f68a848a49ba2f63bb3dec62e.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 45]: https://img-blog.csdnimg.cn/30cb433fd0364e58a3aa0927dea61bfd.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 46]: https://img-blog.csdnimg.cn/d4cc0ee53be9430f81d49a78457bd3a1.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 47]: https://img-blog.csdnimg.cn/832543a6f3c44aa488526f4d51ee4aac.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 48]: https://img-blog.csdnimg.cn/d60eb7d1262a4827b400168681bb64f5.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 49]: https://img-blog.csdnimg.cn/3f4e9537d3dd46d6b3c8bff28d8e50e5.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 50]: https://img-blog.csdnimg.cn/97e8baab84294b8cacc799c3bdbb0d3f.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 51]: https://img-blog.csdnimg.cn/45b014af4d8a4033afc69840ab9636a6.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 52]: https://img-blog.csdnimg.cn/bb794862f1864e85b16b523cbfcfe555.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 53]: https://img-blog.csdnimg.cn/2ddba0955c23463db7212e6e17bf70a7.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 54]: https://img-blog.csdnimg.cn/17859ed1b4344b6bba7b4e2d6d2bca20.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 55]: https://img-blog.csdnimg.cn/ea2529627bd64cfcbecb63ade7447c5f.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16
[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBA5Ya36ZuoR2llR2ll_size_20_color_FFFFFF_t_70_g_se_x_16 56]: https://img-blog.csdnimg.cn/8240e4ba2383490bbcc124c4f45e300e.png?x-oss-process=image/watermark,type_ZHJvaWRzYW5zZmFsbGJhY2s,shadow_50,text_Q1NETiBA5Ya36ZuoR2llR2ll,size_20,color_FFFFFF,t_70,g_se,x_16