Word Ladder

Given two words (start and end), and a dictionary, find the length of shortest transformation sequence from start to end, such that:

  1. Only one letter can be changed at a time
  2. Each intermediate word must exist in the dictionary

For example,

Given:
start = "hit"
end = "cog"
dict = ["hot","dot","dog","lot","log"]

As one shortest transformation is "hit" -> "hot" -> "dot" -> "dog" -> "cog",
return its length 5.

Note:

  • Return 0 if there is no such transformation sequence.
  • All words have the same length.
  • All words contain only lowercase alphabetic characters.

思路: Using  BFS . Set a queue to storage the path word and distance. Every time to change one character and check whether in the dictionary.

易错点: 记住 每次添加进 path 的单词从 dictionary 删除掉, 用HashMap 来存储路径 或者创建一个 hashset  来存储已经访问过的节点。

public class Solution {
    public int ladderLength(String start, String end, Set<String> dict) {
        if(dict.size() < 1)
            return 0;
        Queue<String> words = new LinkedList<String>();
        HashMap<String, Integer> map = new HashMap<String, Integer>();
        words.add(start);
        map.put(start, 1);
        while(!words.isEmpty()){
            String word = words.poll();
            int dist = map.get(word);
            if(word.equals(end)){
                return dist;
            }
            for(int i = 0; i < word.length(); i++){
                for(char c = 'a'; c <= 'z'; c++){
                    char[] arr = word.toCharArray();
                    arr[i] = c;
                    String cur = new String(arr);
                    if(dict.contains(cur) && !map.containsKey(cur)){//--
                        map.put(cur, dist + 1);
                        words.add(cur);
                    }
                }
            }
        }
        return 0;
    }
}


public class Solution {
    public int ladderLength(String start, String end, Set<String> dict) {
        if (dict.size() == 0)  
            return 0; 
 
        LinkedList<String> wordQueue = new LinkedList<String>();
        LinkedList<Integer> distanceQueue = new LinkedList<Integer>();
 
        wordQueue.add(start);
        distanceQueue.add(1);
        dict.remove(start);
        
        while(!wordQueue.isEmpty()){
           String curWord = wordQueue.pop();
           int curDist = distanceQueue.pop();
           
           if(curWord.equals(end)){
               return curDist;
           }
           
           for(int i = 0; i < curWord.length(); i++){
               char[] wordArr = curWord.toCharArray();
               for(char c = 'a'; c <= 'z'; c++){
                   wordArr[i] = c;
                   String newWord = new String(wordArr);
                   if(dict.contains(newWord)){
                       wordQueue.add(newWord);
                       distanceQueue.add(curDist + 1);
                       dict.remove(newWord);//To avoid the loop path.
                   }
               }
           }
        }
        return 0;
    }
}


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