Number of Increasing Paths in a Grid - DFS w/ Memoization [JS]

Description 

Solution: DFS w/ Recursion & Memoization

DFS from every cell to count the number of paths from each cell.
Memoize the results of each dfs(row, column).
This solution works because each path must be strictly increasing, insuring that we never revisit a cell.

Time Complexity: O(mn) 450ms
Space Complexity: O(mn) 86.7MB

var countPaths = function(grid) {
  let m = grid.length, n = grid[0].length, mod = 10 ** 9 + 7;
  let ans = 0, memo = Array(m).fill(0).map(() => Array(n).fill(-1));
  for (let i = 0; i < m; i++) {
    for (let j = 0; j < n; j++) {
      ans = (ans + dfs(i, j)) % mod;
    }
  }
  return ans;

  function dfs(i, j) {
    const directions = [[-1, 0], [0, 1], [1, 0], [0, -1]];
    if (memo[i][j] !== -1) return memo[i][j];
    let ans = 1;
    for (let [x, y] of directions) {
      let newX = i + x, newY = j + y;
      if (newX < 0 || newX >= m || newY < 0 || newY >= n || grid[newX][newY] <= grid[i][j]) continue;
      ans = (ans + dfs(newX, newY)) % mod;
    }
    return memo[i][j] = ans;
  }     
};

javascript

Comments

Popular posts from this blog

Beautiful Towers II - Monotonic Increasing Stack [JS]

Minimum Number of Operations to Sort a Binary Tree by Level - BFS & Cycle Counting Explained [JS]

Maximum Sum of Distinct Subarrays With Length K - Sliding Window w/ Two Pointers & Set [JS]

Maximum Score After Applying Operations on a Tree - DFS [JS]

Divide Nodes Into the Maximum Number of Groups - Union Find & BFS [JS]