【Leetcode】Minimum Height Trees

题目链接:https://leetcode.com/problems/minimum-height-trees/

题目:

For a undirected graph with tree characteristics, we can choose any node as the root. The result graph is then a rooted tree. Among all possible rooted trees, those with minimum height are called minimum height trees (MHTs). Given such a graph, write a function to find all the MHTs and return a list of their root labels.

Format

The graph contains n nodes which are labeled from 0 to n - 1. You will be given the number n and a list of undirected edges (each edge is a pair of labels).

You can assume that no duplicate edges will appear in edges. Since all edges are undirected, [0, 1] is the same as [1, 0] and thus will not appear together in edges.

Example 1:

Given n = 4, edges = [[1, 0], [1, 2], [1, 3]]

0
|
1

/ \

2 3

return [1]

Example 2:

Given n = 6, edges = [[0, 3], [1, 3], [2, 3], [4, 3], [5, 4]]

0 1 2

\ | /

3

|

4

|

5

return [3, 4]

思路:

多画几个图,直觉最多2种MHT,即最长路径的中心点最多两个。

类似于拓扑排序,从度为1的结点开始一层层剥离,直到最中心两个或一个点。

算法:

    public List<Integer> findMinHeightTrees(int n, int[][] edges) {
        HashMap<Integer, List<Integer>> maps = new HashMap<Integer, List<Integer>>();
        int[] digree = new int[n];// 出入度
        // 记录图的拓扑
        for (int i = 0; i < edges.length; i++) {
            digree[edges[i][0]]++;
            digree[edges[i][1]]++;
            List<Integer> list;

            if (!maps.containsKey(edges[i][0])) {
                list = new ArrayList<Integer>();
            } else {
                list = maps.get(edges[i][0]);
            }
            list.add(edges[i][1]);
            maps.put(edges[i][0], list);

            if (!maps.containsKey(edges[i][1])) {
                list = new ArrayList<Integer>();
            } else {
                list = maps.get(edges[i][1]);
            }
            list.add(edges[i][0]);
            maps.put(edges[i][1], list);
        }

        //获取度为1的点 即叶子节点
        List<Integer> leaves = new ArrayList<Integer>();
        for (int i = 0; i < n; i++) {
            if (digree[i] == 1)
                leaves.add(i);
        }
        int num = n;//图中剩余结点
        List<Integer> tmp;//记录遍历过程中新产生的叶结点
        //沿着叶结点一圈圈剥开图
        while (num > 2) {
            tmp = new ArrayList<Integer>();
            for (int leave : leaves) {
                num--;
                digree[leave] = 0;
                List<Integer> connectedLeave = maps.get(leave);
                for (int c : connectedLeave) {
                    digree[c]--;//删除跟叶结点相邻的边 并将邻结点度数减一
                    if (digree[c] == 1)
                        tmp.add(c);
                }
            }
            leaves = tmp;
        }
        return leaves;
    }
时间: 2024-10-14 19:46:38

【Leetcode】Minimum Height Trees的相关文章

【Leetcode】Minimum Path Sum

Given a m x n grid filled with non-negative numbers, find a path from top left to bottom right which minimizes the sum of all numbers along its path. Note: You can only move either down or right at any point in time. 思路:简单的动态规划题目,设f(m, n)为从(0, 0)到达(m

【leetcode】Minimum Window Substring

问题: 给定两个字符串,S,T,返回S中包含T中所有字符的最短的字串,若不存在,则返回"".时间复杂度为O(n). 例如:S = "ADOBCODEBANC" T = "ABC" 返回BANC 生活场景: 把问题具体化现实化一点.有n层楼,每层楼里放有一个物品,现在老板给你一个物品清单,里面是要你集齐的物品,你可以乘坐电梯,但是电梯只停一次,停在哪一层,就从哪一层开始向楼上搜集物品,至于要在那层停电梯,由你自己选择. 这里我们当然选择即能集齐物品

【LeetCode】Minimum Depth of Binary Tree 二叉树的最小深度 java

[LeetCode]Minimum Depth of Binary Tree Given a binary tree, find its minimum depth. The minimum depth is the number of nodes along the shortest path from the root node down to the nearest leaf node. 递归和非递归,此提比较简单.广度优先遍历即可.关键之处就在于如何保持访问深度. 下面是4种代码: 1

[LeetCode][JavaScript]Minimum Height Trees

Minimum Height Trees For a undirected graph with tree characteristics, we can choose any node as the root. The result graph is then a rooted tree. Among all possible rooted trees, those with minimum height are called minimum height trees (MHTs). Give

[leetcode] 310. Minimum Height Trees

For a undirected graph with tree characteristics, we can choose any node as the root. The result graph is then a rooted tree. Among all possible rooted trees, those with minimum height are called minimum height trees (MHTs). Given such a graph, write

【LeetCode】Minimum Path Sum 解题报告

[题目] Given a m x n grid filled with non-negative numbers, find a path from top left to bottom right which minimizes the sum of all numbers along its path. Note: You can only move either down or right at any point in time. [思路] 求从左上角到右下角的最小路径值,典型的动态规划

【leetcode】Minimum Window Substring (hard) ★

Given a string S and a string T, find the minimum window in S which will contain all the characters in T in complexity O(n). For example,S = "ADOBECODEBANC"T = "ABC" Minimum window is "BANC". Note:If there is no such window i

【Leetcode】Minimum Size Subarray Sum

题目链接:https://leetcode.com/problems/minimum-size-subarray-sum/ 题目: Given an array of n positive integers and a positive integer s, find the minimal length of a subarray of which the sum ≥ s. If there isn't one, return 0 instead. For example, given the

【leetcode】Minimum Size Subarray Sum(middle)

Given an array of n positive integers and a positive integer s, find the minimal length of a subarray of which the sum ≥ s. If there isn't one, return 0 instead. For example, given the array [2,3,1,2,4,3] and s = 7,the subarray [4,3] has the minimal