代码随想录算法训练营day39

发布于:2024-04-14 ⋅ 阅读:(25) ⋅ 点赞:(0)

62.不同路径

五部曲:

  • dp数组下标及含义:dp[i][j]表示从(0,0)到(i,j)位置有几条路径
  • dp数组初始化:dp[i][0]=1,dp[0][j]=1
  • 递推公式:dp[i][j] = dp[i][j] = dp[i - 1][j] + dp[i][j - 1]
  • 遍历方向:从左到右一层一层遍历
  • dp数组推到举例:
    1 1 1 1 1 1 1
    1 2 3 4 5 6 7
    1 3 6 10 15 21 28
class Solution {
public:
    int uniquePaths(int m, int n) {
        vector<vector<int>> dp(m, vector<int>(n, 0));
        for (int i = 0; i < m; i++) {
            dp[i][0] = 1;
        }
        for (int i = 0; i < n; i++) {
            dp[0][i] = 1;
        }
        for(int i=1;i<m;i++){
            for(int j=1;j<n;j++){
                dp[i][j]=dp[i-1][j]+dp[i][j-1];
            }
        }
        return dp[m-1][n-1];
    }
};

63. 不同路径 II

五部曲:

  • dp数组下标及含义:dp[i][j]表示从(0,0)到(i,j)位置有几条路径
  • dp数组初始化:dp[i][0]=1,dp[0][j]=1,如果有障碍,那么本行或列障碍之后的部分都为0
  • 递推公式:dp[i][j] = dp[i][j] = dp[i - 1][j] + dp[i][j - 1],障碍位置为0
  • 遍历方向:从左到右一层一层遍历
  • dp数组推到举例:
    1 1 1
    1 0 1
    1 1 2
class Solution {
public:
    int uniquePathsWithObstacles(vector<vector<int>>& obstacleGrid) {
        int m = obstacleGrid.size();
        int n = obstacleGrid[0].size();
        if (obstacleGrid[m - 1][n - 1] == 1 || obstacleGrid[0][0] == 1){
            return 0;
        }
        vector<vector<int>> dp(m, vector<int>(n, 0));
        for (int i = 0; i < m && obstacleGrid[i][0] == 0; i++) dp[i][0] = 1;
        for (int j = 0; j < n && obstacleGrid[0][j] == 0; j++) dp[0][j] = 1;
        for (int i = 1; i < m; i++) {
            for (int j = 1; j < n; j++) {
                if (obstacleGrid[i][j] == 1) continue;
                dp[i][j] = dp[i - 1][j] + dp[i][j - 1];
            }
        }
        return dp[m - 1][n - 1];
            
    }
};

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