Given an integer matrix, find the length of the longest increasing path.
From each cell, you can either move to four directions: left, right, up or down. You may NOT move diagonally or move outside of the boundary (i.e. wrap-around is not allowed).
Example 1:
nums = [ [9,9,4], [6,6,8], [2,1,1] ]
Return
The longest increasing path is
4
The longest increasing path is
[1, 2, 6, 9]
.
Example 2:
nums = [ [3,4,5], [3,2,6], [2,2,1] ]
Return
The longest increasing path is
The question is marked hard, but the idea is not very difficult. We still use DFS, but the trick here is we track a traversed matrix, which stores the longest path current coordinate can have if it is traversed previously. Update the traversed matrix every time we finish traversing all neighbors of a point.4
The longest increasing path is
[3, 4, 5, 6]
. Moving diagonally is not allowed.Note here we first check all neighbors of a point, then update the point with the longest path we can find.
public int longestIncreasingPath(int[][] matrix) { if (matrix == null || matrix.length == 0 || matrix[0] == null || matrix[0].length == 0) return 0; int max = 0; int[][] traversed = new int[matrix.length][matrix[0].length]; for (int i = 0; i < matrix.length; i++) { for (int j = 0; j < matrix[0].length; j++) { max = Math.max(max, traverse(matrix, i, j, traversed, -1)); } } return max; } private int traverse(int[][] matrix, int x, int y, int[][]traversed, int former) { if (x < 0 || x >= matrix.length || y < 0 || y >= matrix[0].length || matrix[x][y] <= former) return 0; if (traversed[x][y] != 0) return traversed[x][y]; int right = traverse(matrix, x + 1, y, traversed, matrix[x][y]); int left = traverse(matrix, x - 1, y, traversed, matrix[x][y]); int up = traverse(matrix, x, y - 1, traversed, matrix[x][y]); int down = traverse(matrix, x, y + 1, traversed, matrix[x][y]); int maxCurr = Math.max(Math.max(left, right), Math.max(up, down)); traversed[x][y] = maxCurr + 1; return traversed[x][y]; }
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