785. Is Graph Bipartite?

There is an undirected graph with n nodes, where each node is numbered between 0 and n - 1. You are given a 2D array graph, where graph[u] is an array of nodes that node u is adjacent to. More formally, for each v in graph[u], there is an undirected edge between node u and node v. The graph has the following properties:

  • There are no self-edges (graph[u] does not contain u).
  • There are no parallel edges (graph[u] does not contain duplicate values).
  • If v is in graph[u], then u is in graph[v] (the graph is undirected).
  • The graph may not be connected, meaning there may be two nodes u and v such that there is no path between them.
    A graph is bipartite if the nodes can be partitioned into two independent sets A and B such that every edge in the graph connects a node in set A and a node in set B.

Return true if and only if it is bipartite.

原题等于问:每个节点与其相连接的节点是否可以颜色不同?
通过BFS搜索,将每一层通过开关flag分组。
创建一个visited数组,记录分组和遍历情况。
当节点被放入错误的分组时,返回false。

注意因为图里的各个节点可能不连接,因此需要遍历对所有节点进行BFS搜索,通过visited的情况进行剪枝。

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class Solution {
public boolean isBipartite(int[][] graph) {
Queue<int[]> q = new LinkedList<>();
int[] visited = new int[graph.length];

for(int i = 0; i < graph.length; i++){
boolean flag = false;
if(graph[i].length == 0 || visited[i] != 0) continue;
q.add(graph[i]);
visited[i] = 1;
int size = 1;

while(!q.isEmpty()){
for(int j = 0; j < size; j++){
int[] node = q.poll();
for(int next : node){
if(visited[next] == 0){
q.add(graph[next]);
}
if(flag){
if(visited[next] == 2) return false;
visited[next] = 1;
}
else{
if(visited[next] == 1) return false;
visited[next] = 2;
}
}
}
flag = !flag;
size = q.size();
}
}
return true;
}
}
Author

Xander

Posted on

2022-04-29

Updated on

2022-04-29

Licensed under

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