LeetCode 1210. Minimum number of moves through the maze (state compression BFS)

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1. Title

Do you remember the greedy snake that swept the world?

We're in a n*nbuilding on the grid a new maze map, the length of the snake is 2, which means that it will take up two cells.
The snake will ((0, 0) 和 (0, 1))start moving from the upper left corner .
We use 0 for empty cells and 1 for obstacles.
The snake needs to move to the lower right corner of the maze ((n-1, n-2) 和 (n-1, n-1)).

Every time it moves, the snake can walk like this:

  • If there are no obstacles, move one cell to the right . And still maintain the horizontal/vertical state of the body.

  • If there are no obstacles, move down one cell. And still maintain the horizontal/vertical state of the body.

  • If it is horizontal and the two cells below it are empty , rotate it 90 degrees clockwise. Snake from ((r, c)、(r, c+1))移动到 ((r, c)、(r+1, c)).

  • If it is upright and the two cells to its right are empty , rotate it 90 degrees counterclockwise. Snake from ((r, c)、(r+1, c))移动到((r, c)、(r, c+1)).

Return the minimum number of moves the snake needs to reach its destination .

If you cannot reach the destination, return -1.

Example 1:

输入:grid = [[0,0,0,0,0,1],
               [1,1,0,0,1,0],
               [0,0,0,0,1,1],
               [0,0,1,0,1,0],
               [0,1,1,0,0,0],
               [0,1,1,0,0,0]]
输出:11
解释:
一种可能的解决方案是 
[,, 顺时针旋转,,,,,, 逆时针旋转,,]。

示例 2:
输入:grid = [[0,0,1,1,1,1],
               [0,0,0,0,1,1],
               [1,1,0,0,0,1],
               [1,1,1,0,0,1],
               [1,1,1,0,0,1],
               [1,1,1,0,0,0]]
输出:9
 
提示:
2 <= n <= 100
0 <= grid[i][j] <= 1
蛇保证从空单元格开始出发。

Source: LeetCode (LeetCode)
Link: https://leetcode-cn.com/problems/minimum-moves-to-reach-target-with-rotations
Copyright is owned by LeetCode . For commercial reprints, please contact the official authorization. For non-commercial reprints, please indicate the source.

2. Problem solving

  • Encode the tail's coordinates x, y and direction d into 101 base numbers
  • Then the snake can move in three ways: forward, overall translation , and rotation around the tail
class Solution {
    
    
    vector<vector<int>> dir = {
    
    {
    
    0,1}, {
    
    1,0}};
    int n;
public:
    int minimumMoves(vector<vector<int>>& grid) {
    
    
        n = grid.size();
        if(grid[n-1][n-2] || grid[n-1][n-1])
            return -1;
        int state, nt, pos, d, nd, i, j, k, x, y, x1, y1, x2, y2;
        queue<int> q;
        //将xy坐标压缩为一个数,再乘以 101,+ 方位,全部压缩为一个数
        unordered_set<int> vis;
        q.push(0);// pos = (101*i + j)*101 + dir
        int step = 0, size;
        int target = (101*(n-1)+(n-2))*101;
        while(!q.empty())
        {
    
    
            size = q.size();
            while(size--)
            {
    
    
                state = q.front();
                q.pop();
                if(state == target)
                    return step;
                d = state%101;
                pos = state/101;
                i = pos/101;//原来尾巴位置
                j = pos%101;
                // cout << " i :" << i << " j: " << j << " d : " << d << endl;
                x = i+dir[d][0];//原来头的位置
                y = j+dir[d][1];

                // 直行,方向不变
                x1 = i+dir[d][0];//下一个尾巴占据的位置
                y1 = j+dir[d][1];
                x2 = x+ dir[d][0];//下一个头的位置
                y2 = y+ dir[d][1];
                nt = (101*x1+y1)*101+d;//下一个状态
                if(ok(x2, y2) && grid[x2][y2]== 0
                    && !vis.count(nt))
                {
    
    
                    vis.insert(nt);
                    q.push(nt);//下一个状态
                }
                // 平移,方向不变
                nd = d == 0 ? 1 : 0;
                x1 = i+dir[nd][0];//下一个尾巴占据的位置
                y1 = j+dir[nd][1];
                x2 = x+ dir[nd][0];//下一个头的位置
                y2 = y+ dir[nd][1];
                nt = (101*x1+y1)*101+d;//下一个状态
                if(ok(x1, y1) && grid[x1][y1]==0 
                    && ok(x2, y2) && grid[x2][y2]== 0
                    && !vis.count(nt))
                {
    
    
                    vis.insert(nt);
                    q.push(nt);
                }
                // 旋转,方向变化, 尾巴位置没变
                nt = state/101*101 + nd;//下一个位置的编码
                if(ok(x1, y1) && grid[x1][y1]==0 
                    && ok(x2, y2) && grid[x2][y2]== 0
                    && !vis.count(nt))
                {
    
    
                    vis.insert(nt);
                    q.push(nt);
                }
            }
            step++;
        }
        return -1;
    }
    bool ok(int x, int y)
    {
    
    
        return x>=0 && x < n && y>=0 && y<n;
    }
};

132 ms 17.5 MB


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