LeetCode 329. Longest Increasing Path in a Matrix

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DFS

题目描述

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 4
The longest increasing path is [1, 2, 6, 9].

Example 2:

nums = [
[3,4,5],
[3,2,6],
[2,2,1]
]

Return 4
The longest increasing path is [3, 4, 5, 6]. Moving diagonally is not allowed.

解题思路
找出以每个数作为起点所能走的最长路径,再输出其中最大的路径长度。考虑使用DFS,若当前某个数的四周有比其更大的数,则进入这个更大的数继续搜索。
为了简化过程,用一个另外的矩阵储存遍历图中的数所能到达的最大长度,若再次遍历到则不用重新计算。

代码如下:

class Solution {public:    int longestIncreasingPath(vector<vector<int>>& matrix) {        if (matrix.size() == 0 || matrix[0].size() == 0) return 0;        this->matrix = matrix;        path.clear();        vector<int> inits;        for (int i = 0; i < matrix[0].size(); i++) {            inits.push_back(0);        }        for (int i = 0; i < matrix.size(); i++) {            path.push_back(inits);        }        int max = 1;        for (int i = 0; i < path.size(); i++) {            for (int j = 0; j < path[0].size(); j++) {                if (path[i][j] == 0) findPath(i, j);                if (path[i][j] > max)                    max = path[i][j];            }        }        return max;    }private:    void findPath(int x, int y) {        int tmpLength;        if (x < path.size()-1 && matrix[x][y] < matrix[x+1][y]) {            tmpLength = getLongest(x+1, y);            if (tmpLength > path[x][y]) path[x][y] = tmpLength;        }        if (x > 0 && matrix[x][y] < matrix[x-1][y]) {            tmpLength = getLongest(x-1, y);            if (tmpLength > path[x][y]) path[x][y] = tmpLength;        }        if (y < path[0].size()-1 && matrix[x][y] < matrix[x][y+1]) {            tmpLength = getLongest(x, y+1);            if (tmpLength > path[x][y]) path[x][y] = tmpLength;        }        if (y > 0 && matrix[x][y] < matrix[x][y-1]) {            tmpLength = getLongest(x, y-1);            if (tmpLength > path[x][y]) path[x][y] = tmpLength;        }        path[x][y]++;    }    int getLongest(int x, int y) {        if (path[x][y] == 0)            findPath(x, y);        return path[x][y];    }    vector<vector<int> > path;    vector<vector<int> > matrix;};

提交结果为:
137 / 137 test cases passed.
Status: Accepted
Runtime: 33 ms
Your runtime beats 75.21 % of cpp submissions.

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