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Clone Graph

时间:2015-04-22 17:38:19      阅读:117      评论:0      收藏:0      [点我收藏+]

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https://leetcode.com/problems/clone-graph/

Clone an undirected graph. Each node in the graph contains a label and a list of its neighbors.


OJ‘s undirected graph serialization:

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 #.

  1. First node is labeled as 0. Connect node 0 to both nodes 1 and 2.
  2. Second node is labeled as 1. Connect node 1 to node 2.
  3. 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:

       1
      /      /       0 --- 2
         /          \_/

解题思路:

这道题看似复杂,其实不是太难。主要用到两个知识。

1. 用图的广度优先遍历来遍历每个node。

2. 用深拷贝的方式去拷贝每个node和它的neighbor,这里包含用map去寻找每个原label对应的新node。因为同一个label,已经new过的,就不要再new了。这个思路和 Copy List with Random Pointer 这道题很像。

/**
 * Definition for undirected graph.
 * class UndirectedGraphNode {
 *     int label;
 *     List<UndirectedGraphNode> neighbors;
 *     UndirectedGraphNode(int x) { label = x; neighbors = new ArrayList<UndirectedGraphNode>(); }
 * };
 */
public class Solution {
    public UndirectedGraphNode cloneGraph(UndirectedGraphNode node) {
        if(node == null) {
            return node;
        }
        Queue<UndirectedGraphNode> queue = new LinkedList<UndirectedGraphNode>();
        Map<Integer, UndirectedGraphNode> map = new HashMap<Integer, UndirectedGraphNode>();
        Set<Integer> set = new HashSet<Integer>();
        
        UndirectedGraphNode root = new UndirectedGraphNode(node.label);
        queue.offer(node);
        map.put(root.label, root);
        
        while(queue.size() > 0) {
            UndirectedGraphNode current = queue.poll();
            if(set.contains(current.label)) {
                continue;
            }
            set.add(current.label);
            for(UndirectedGraphNode neighbor : current.neighbors) {
                queue.add(neighbor);
                UndirectedGraphNode temp;
                if(map.containsKey(neighbor.label)) {
                    temp = map.get(neighbor.label);
                } else {
                    temp = new UndirectedGraphNode(neighbor.label);
                }
                UndirectedGraphNode currentCopy = map.get(current.label);
                currentCopy.neighbors.add(temp);
                map.put(temp.label, temp);
            }
        }
        return root;
    }
}

上面的代码借助了一个额外的set,用来维护当前已经处理过neighbor的node,因为map中的node仅仅是已经new过的node,应该比处理过的node要多。

后来看了别人的代码,其实这个set是可以省去的。重点在于,queue其实是一个“待处理”的队列,只有new一个新node时,才将其加入。

这样,比如我处理到第二个node,遍历它的邻居是,第一个node因为已经处理过,也还是不会被加入queue的。这样避免了循环的问题。

而前一个思路是,将当前遍历的node的全部neighbor都加入queue,然后再去判断它是否已经处理过,显然是繁琐了。

必须要注意,后一种解法也是最常用的BFS中处理这种问题的方法,必须记住。

/**
 * Definition for undirected graph.
 * class UndirectedGraphNode {
 *     int label;
 *     List<UndirectedGraphNode> neighbors;
 *     UndirectedGraphNode(int x) { label = x; neighbors = new ArrayList<UndirectedGraphNode>(); }
 * };
 */
public class Solution {
    public UndirectedGraphNode cloneGraph(UndirectedGraphNode node) {
        if(node == null) {
            return node;
        }
        Queue<UndirectedGraphNode> queue = new LinkedList<UndirectedGraphNode>();
        Map<Integer, UndirectedGraphNode> map = new HashMap<Integer, UndirectedGraphNode>();
        // Set<Integer> set = new HashSet<Integer>();
        
        UndirectedGraphNode root = new UndirectedGraphNode(node.label);
        queue.offer(node);
        map.put(root.label, root);
        
        while(queue.size() > 0) {
            UndirectedGraphNode current = queue.poll();
            // if(set.contains(current.label)) {
            //     continue;
            // }
            // set.add(current.label);
            for(UndirectedGraphNode neighbor : current.neighbors) {
                UndirectedGraphNode temp;
                if(map.containsKey(neighbor.label)) {
                    temp = map.get(neighbor.label);
                } else {
                    temp = new UndirectedGraphNode(neighbor.label);
                    // 可以不用set,重点在于把下面一行移到这里
                    queue.add(neighbor);
                }
                UndirectedGraphNode currentCopy = map.get(current.label);
                currentCopy.neighbors.add(temp);
                map.put(temp.label, temp);
            }
        }
        return root;
    }
}

 

Clone Graph

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原文地址:http://www.cnblogs.com/NickyYe/p/4447898.html

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