4kyu Path Finder #2: shortest path
题目背景:
Task
You are at position [0, 0]
in maze NxN and you can only move in one of the four cardinal directions (i.e. North, East, South, West). Return the minimal number of steps to exit position [N-1, N-1]
if it is possible to reach the exit from the starting position. Otherwise, return false
in JavaScript/Python and -1
in C++/C#/Java.
Empty positions are marked .
. Walls are marked W
. Start and exit positions are guaranteed to be empty in all test cases.
题目分析:
迷宫问题一般就是深搜,广搜,最短路径等经典的图论问题的应用场景,这种题目在OJ中算是基本题目,刷了些相关题目后看到这种题目就很熟悉了。本道题我用广搜去处理,从起点一层一层地往外剥,对于走过的格点都打上tag,每一个格点再附上到达这个格点的步数属性,这样广搜到终点的话就可以获取到步数。
AC代码:
#include <iostream>
#include <string>
#include <cmath>
#include <queue>
using namespace std;
int go[4][2] = {
0, 1,
0, -1,
1, 0,
-1, 0
};
struct Node {
int x, y;
int steps;
};
queue<Node> Q;
int BFS(int length, string maze) {
while( !Q.empty() ) {
Node now = Q.front();
Q.pop();
for ( int i = 0; i < 4; i++ ) {
int nx = now.x + go[i][0];
int ny = now.y + go[i][1];
if ( nx == length - 1 && ny == length - 1 ) return ++now.steps;
if ( nx < 0 || nx >= length || ny < 0 || ny >= length ) continue;
if ( maze[nx * ( length + 1 ) + ny] == 'W' ) continue;
maze[nx * ( length + 1 ) + ny] = 'W';
Node tmp;
tmp.x = nx;
tmp.y = ny;
tmp.steps = now.steps + 1;
Q.push(tmp);
}
}
return -1;
}
int path_finder(string maze) {
int length = std::floor( std::sqrt( (double) maze.size() ) );
if ( length == 1 ) return 0;
while(!Q.empty()) Q.pop();
maze[0] = 'W';
Node tmp;
tmp.x = tmp.y = tmp.steps = 0;
Q.push(tmp);
return BFS(length, maze);
}