QUESTION:
In this problem, a tree is an undirected graph that is connected and has no cycles.
The given input is a graph that started as a tree with N nodes (with distinct values 1, 2, …, N), with one additional edge added. The added edge has two different vertices chosen from 1 to N, and was not an edge that already existed.
The resulting graph is given as a 2D-array of edges. Each element of edges is a pair [u, v] with u < v, that represents an undirected edge connecting nodes u and v.
Return an edge that can be removed so that the resulting graph is a tree of N nodes. If there are multiple answers, return the answer that occurs last in the given 2D-array. The answer edge [u, v] should be in the same format, with u < v.
Example 1:
Input: [[1,2], [1,3], [2,3]]
Output: [2,3]
Explanation: The given undirected graph will be like this:
1
/
2 - 3
Example 2:
Input: [[1,2], [2,3], [3,4], [1,4], [1,5]]
Output: [1,4]
Explanation: The given undirected graph will be like this:
5 - 1 - 2
| |
4 - 3
Note:
The size of the input 2D-array will be between 3 and 1000.
Every integer represented in the 2D-array will be between 1 and N, where N is the size of the input array.
Update (2017-09-26): We have overhauled the problem description + test cases and specified clearly the graph is an undirected graph. For the directed graph follow up please see Redundant Connection II). We apologize for any inconvenience caused.
EXPLANATION:
这还是一个union-find的题目,union-find的算法一书中就说过,如果两个点本身就连在一起,那么我们就不将他们连在一起。而这个题目也就是将原本就连在一起的进行拆分。
思路:首先采用union的方式,将连接的点都连接在一起,如1,2两点,那么就都改成2,2,直到找到一个本身就连接在一起的点,也就是本来是(n,n)的点,就说明这个是需要remove的地方。
逻辑:
1.找到数组中最大的数max
2.创建一个长度为max+1数组,并且初始化每个位置为当前位置值
3.对edges进行连线操作,并且设置对应的parent
4.如果找到当前的两点的parent就是相同的,说明两者本来就连在一起,就是我们需要找的值
5.一直找到最后一对,返回即可
SOLUTION:
class Solution {
public int[] findRedundantConnection(int[][] edges) {
int max = 0;
for(int i = 0;i<edges.length;i++){
for(int x: edges[i]){
if(x>max)max = x;
}
}
int[] index = new int[max+1];
int[] result = new int[2];
for(int i = 0;i<index.length;i++) index[i] = i;
for(int i = 0;i<edges.length;i++){
if(findRedundantConnectionHelper(index,edges[i])) result = edges[i];
}
return result;
}
public static boolean findRedundantConnectionHelper(int[] index,int[] pair){
int a = pair[0];
int b = pair[1];
int ida = index[a];
int idb = index[b];
if(index[a] == index[b]) return true;
for(int i = 0;i<index.length;i++){
if(index[i]==ida) index[i] = idb;
}
return false;
}
}