首页 > 代码库 > DFS --- Depth First Search 深度优先搜索算法
DFS --- Depth First Search 深度优先搜索算法
Depth First Search
原理还是去看《DSAA》,这里着重分析实现策略。
如果对于图这种数据结构不熟悉,这个BFS一般是搞不定的...
下面分别是无向图的邻接表实现和邻接矩阵实现
http://blog.csdn.net/cinmyheart/article/details/41381845
http://blog.csdn.net/cinmyheart/article/details/41370465
-----------------------------------------------------------
/************************************************************ code file : dfs.h code writer : EOF code date : 2014.11.22 e-mail : jasonleaster@gmail.com code description: This file is a header file for out test program. We abstract the data structure -- Graph here. And we also declare some useful API to construct out naive graph :) ************************************************************/ #ifndef _DFS_H_ #define _DFS_H_ #include <stdio.h> #include <stdlib.h> #define CONNECTED 1 #define DISCONNECTED 0 #define SUCCESS 0 #define FAILED -1 #define UN_VISITED 0 #define VISITED 1 #define ENTRY_POINT 3 struct visited { int array[0]; }; struct vertex { int value; struct vertex* next; struct vertex* end; }; struct graph { int num_vertex; int num_edge; struct vertex adjacent[0]; }; void dfs(struct graph* p_graph,struct vertex* p_vertex,struct visited* p_visited); struct graph* init_graph(int vertex,int edge); void release_graph(struct graph* p_graph); int add_edge(struct graph* p_graph,char from_v,char to_v); int print_graph(struct graph* p_graph); #endif
关键的,对于DFS的实现
这个函数我设计接受三个参数(指针),p_graph指向图,p_vertex指向节点,p_visited指向标记“数组”(动态分配得的结构体)
/********************************************************* code writer : EOF code date : 2014.11.24 code file : dfs.c e-mail : jasonleaster@gmail.com Code description: This function @dfs() is a implementation of "Depth first search" which is based on recursion. **********************************************************/ #include "dfs.h" void dfs(struct graph* p_graph,struct vertex* p_vertex,struct visited* p_visited) { if(!p_vertex) { return; } p_visited->array[p_vertex->value] = VISITED; printf("%d->",p_vertex->value); for(p_vertex = p_vertex->next; !!p_vertex; p_vertex = p_vertex->next) { if(p_visited->array[p_vertex->value] == UN_VISITED) { dfs(p_graph,&(p_graph->adjacent[p_vertex->value]),p_visited); } } printf("\n"); }
既然是深度优先搜索,而且对于已经检索到的数据会有“全局标记”(这里采用的是同一动态内存分配所得内存区域)。
那么我们使可以利用圈图进行测试的
比方说
节点链接是个圈: 1->2->3->4->1,这种,首尾相连的圈。
从任何节点进入,都可以停下并且检索完所有的节点。
我们的测试程序:
/**************************************************************** code file : test_graph.c code writer : EOF code date : 2014.11.22 e-mail : jasonleaster@gmail.com code description: Here , we use this program to call some API which would construct a ADT--graph and test it. *****************************************************************/ #include "dfs.h" int main() { struct graph* p_graph = NULL; FILE* fp = fopen("./text.txt","r+"); if(!fp) { printf("fopen() failed!\n"); return 0; } int ret = 0; int vertex = 0; int edge = 0; int from_v = 0; int to_v = 0; fscanf(fp,"%d",&vertex); fscanf(fp,"%d",&edge); p_graph = init_graph(vertex,edge); int temp = 0; for(temp = 0;temp < edge;temp++) { /* ** I think it's necessary to check the returned value ** of scanf() family. */ ret = fscanf(fp,"%d %d",&from_v,&to_v); if(ret != 2) { break; } add_edge(p_graph,from_v,to_v); } struct visited* p_visited = (struct visited*)malloc(sizeof(struct visited) + sizeof(int)*(p_graph->num_vertex)); for(temp = 0;temp < p_graph->num_vertex;temp++) { p_visited->array[temp] = UN_VISITED; } print_graph(p_graph); /* ** Here, we start to DFS. */ dfs(p_graph,&(p_graph->adjacent[ENTRY_POINT]),p_visited); release_graph(p_graph); free(p_visited); p_visited = NULL; fclose(fp); return 0; }
测试文本数据text.txt:
5 5 1 2 2 3 3 4 4 1
测试结果:
同样的,我们可以用其他的图进行测试:
测试文本:
8个节点,12条边的图
8 12 3 6 3 1 1 4 1 2 4 3 4 6 4 7 4 5 7 6 2 4 2 5 5 7
测试结果:
DFS --- Depth First Search 深度优先搜索算法
声明:以上内容来自用户投稿及互联网公开渠道收集整理发布,本网站不拥有所有权,未作人工编辑处理,也不承担相关法律责任,若内容有误或涉及侵权可进行投诉: 投诉/举报 工作人员会在5个工作日内联系你,一经查实,本站将立刻删除涉嫌侵权内容。