Algorithm --> DFS和BFS

时间:2022-01-20 05:16:36

定义结点

struct MGraph
{
int vexs[MAXVEX]; //顶点数组
int arc[MAXVEX][MAXVEX]; //邻接矩阵
int numVertex, numEdges; //定点数 边数
};

深度优先遍历

图示

Algorithm --> DFS和BFS

参考代码

bool visited[MAX];
void DFS(MGraph G, int i)
{
cout << G.vexs[i] << " ";
   visited[i] = true;
for (int j = ; j < G.numVertex; ++j)
{
if (G.arc[i][j] == && !visited[j])
DFS(G, j);
}
}
void DFSTranverse(MGraph G)
{
for (int i = ; i < G.numVertex; ++i)
visited[i] = false;
for (int i = ; i < G.numVertex; ++i) //如果是连通图,只执行一次
{
if (!visited[i])
DFS(G, i);
}
}

广度优先遍历

图示

Algorithm --> DFS和BFS

参考代码

void BFSTranverse(MGraph G)
{
queue<int> q;
bool visited[G.numVertex];
for (int i = ; i < G.numVertex; ++i)
visited[i] = false;
for (int i = ; i < G.numVertex; ++i)
{
if (!visited[i])
{
cout << G.vexs[i] << " ";
q.push(i);
visited[i] = true;
while (!q.empty())
{
int k = q.top();
q.pop();
for (int j = ; j < G.numVertex; ++j)
{
if (G.arc[i][j] == && !visitied(j))
{
cout << G.vexs[j] << " ";
visited[j] = true;
q.push(j);
}
}
}
}
   }//for
}

另一种:

void BFS()
{
visited[] = ;
queue q;
q.push();
while(!q.empty())
{
int top = q.front();
cout << top<<" ";//输出
q.pop();
int i ;
for(i = ; i <= M; ++i)
{
if(visited[i] == && matrix[top - ][i - ] == )
{
visited[i] = ;
q.push(i);
}
}
}
}

/******************* 2015.07.06 update ************************/

BFS:

#include <stdio.h>

int o[][] = { { ,  }, { ,  }, { -,  }, { , - } };
int map[][] = { }; int queue[][] = {};
int front = ;
int back = ;
int parent[][][] = {}; void BFS(int sY, int sX, int eY, int eX)
{
queue[back][] = sY;
queue[back++][] = sX;
map[sY][sX] = ;
while (front < back)
{
int Y = queue[front][];
int X = queue[front][];
for (int i = ; i < ; i++)
{
int newY = Y + o[i][];
int newX = X + o[i][];
if (map[newY][newX] == )continue;
if (map[newY][newX] > (map[Y][X] + ))
{
map[newY][newX] = map[Y][X] + ;
parent[newY][newX][] = Y;
parent[newY][newX][] = X;
if ((newY == eY) && (newX == eX))
{
return;
}
queue[back][] = newY;
queue[back++][] = newX;
}
} front++;
}
} int main(int argc, char** argv)
{
freopen("input.txt", "r", stdin);
int N;
scanf("%d\n", &N);
for (int case_num = ; case_num < N; case_num++)
{
for (int i = ; i <= ; i++)
{
for (int j = ; j <= ; j++)
{
scanf("%d\n", &map[i][j]);
if (map[i][j] == )map[i][j] = ;
}
scanf("\n");
}
} BFS(, , , );
if (map[][] == )printf("failed\n");
else printf("%d\n", map[][]); int x = , y = ;
int stack[][] = {};
int step = ;
while (x > || y > )
{
stack[step][] = y;
stack[step++][] = x;
int newY = parent[y][x][];
int newX = parent[y][x][];
x = newX;
y = newY;
} for (int i = step - ; i >= ; i--)
{
printf("%d %d\n", stack[i][], stack[i][]);
}
}

DFS:

#include <stdio.h>

int o[][] = { { ,  }, { ,  }, { -,  }, { , - } };
int map[][] = {};
int minStep = ;
int stack[][] = {};
int step = ;
int minStack[][] = {}; void DFS(int sY, int sX, int eY, int eX)
{
if (step >= minStep)return;
if (map[sY][sX] == )return;
stack[step][] = sY;
stack[step++][] = sX;
map[sY][sX] = ;
if ((sY == eY) && (sX == eX))
{
if (minStep > step)
{
minStep = step;
for (int i = ; i < step; i++)
{
minStack[i][] = stack[i][];
minStack[i][] = stack[i][];
}
}
map[sY][sX] = ;
step--;
return;
}
for (int i = ; i < ; i++)
{
(DFS(sY + o[i][], sX + o[i][], eY, eX));
} map[sY][sX] = ;
step--;
return;
} int main(int argc, char** argv)
{
freopen("input.txt", "r", stdin);
int N;
scanf("%d\n", &N);
for (int case_num = ; case_num < N; case_num++)
{
for (int i = ; i <= ; i++)
{
for (int j = ; j <= ; j++)
{
scanf("%d\n", &map[i][j]);
}
scanf("\n");
}
} DFS(,,,);
printf("%d\n", minStep-);
for (int i = ; i < minStep; i++)
{
printf("%d %d\n", minStack[i][], minStack[i][]);
}
//if (ret)printf("success\n");
//else printf("failed\n");
}

input: