Clone Graph
2017-02-25 10:27
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Clone an undirected graph. Each node in the graph contains a label and a list of its neighbors.
How we serialize an undirected graph:
Nodes are labeled uniquely.
We use # as a separator for each node, and , as a separator for node label and each neighbor of the node.
As an example, consider the serialized graph {0,1,2#1,2#2,2}.
The graph has a total of three nodes, and therefore contains three parts as separated by #.
First node is labeled as 0. Connect node 0 to both nodes 1 and 2.
Second node is labeled as 1. Connect node 1 to node 2.
Third node is labeled as 2. Connect node 2 to node 2 (itself), thus forming a self-cycle.
Visually, the graph looks like the following:
How we serialize an undirected graph:
Nodes are labeled uniquely.
We use # as a separator for each node, and , as a separator for node label and each neighbor of the node.
As an example, consider the serialized graph {0,1,2#1,2#2,2}.
The graph has a total of three nodes, and therefore contains three parts as separated by #.
First node is labeled as 0. Connect node 0 to both nodes 1 and 2.
Second node is labeled as 1. Connect node 1 to node 2.
Third node is labeled as 2. Connect node 2 to node 2 (itself), thus forming a self-cycle.
Visually, the graph looks like the following:
/** * Definition for undirected graph. * class UndirectedGraphNode { * int label; * ArrayList<UndirectedGraphNode> neighbors; * UndirectedGraphNode(int x) { label = x; neighbors = new ArrayList<UndirectedGraphNode>(); } * }; */ public class Solution { /** * @param node: A undirected graph node * @return: A undirected graph node */ public UndirectedGraphNode cloneGraph(UndirectedGraphNode node) { if (node == null) { return null; } //使用BFS获取所有的点 ArrayList<UndirectedGraphNode> nodes = bfsHelper(node); //copy 点 HashMap<UndirectedGraphNode, UndirectedGraphNode> mapping = new HashMap<>(); for (UndirectedGraphNode n : nodes) { mapping.put(n, new UndirectedGraphNode(n.label)); } //copy 边 for (UndirectedGraphNode n : nodes) { //取出原节点对应的新节点 UndirectedGraphNode newNode = mapping.get(n); for (UndirectedGraphNode neighbor : n.neighbors) { //取出原节点的邻接点对应的新节点的邻接点 UndirectedGraphNode newNeighbor = mapping.get(neighbor); //将其赋值给新节点的邻接点 newNode.neighbors.add(newNeighbor); } } return mapping.get(node); } //图的BFS使用Set来保证每个节点遍历一次和边无关 private ArrayList<UndirectedGraphNode> bfsHelper(UndirectedGraphNode node) { ArrayList<UndirectedGraphNode> nodes = new ArrayList<>(); Queue<UndirectedGraphNode> queue = new LinkedList<>(); Set<Integer> hash = new HashSet<>(); queue.offer(node); hash.add(node.label); while (!queue.isEmpty()) { UndirectedGraphNode temp = queue.poll(); nodes.add(temp); for (UndirectedGraphNode neighbor : temp.neighbors) { if (hash.contains(neighbor.label)) { continue; } queue.offer(neighbor); hash.add(neighbor.label); } } return nodes; } }
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