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Word Ladder leetcode java

2024-07-16 00:22:20   222人阅读

题目：

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.

 

题解：

 这道题是套用BFS同时也利用BFS能寻找最短路径的特性来解决问题。

 把每个单词作为一个node进行BFS。当取得当前字符串时，对他的每一位字符进行从a~z的替换，如果在字典里面，就入队，并将下层count++，并且为了避免环路，需把在字典里检测到的单词从字典里删除。这样对于当前字符串的每一位字符安装a~z替换后，在queue中的单词就作为下一层需要遍历的单词了。

 正因为BFS能够把一层所有可能性都遍历了，所以就保证了一旦找到一个单词equals（end），那么return的路径肯定是最短的。

 

 像给的例子 start = hit，end = cog，dict = [hot, dot, dog, lot, log]

 按照上述解题思路的走法就是：

  level = 1    hit   dict = [hot, dot, dog, lot, log]

         ait bit cit ... xit yit zit ，  hat hbt hct ... hot ... hxt hyt hzt ，  hia hib hic ... hix hiy hiz

 

  level = 2    hot  dict = [dot, dog, lot, log]

         aot bot cot dot ...  lot ... xot yot zot，hat hbt hct ... hxt hyt hzt，hoa hob hoc ... hox hoy hoz

 

  level = 3    dot lot  dict = [dog log]

         aot bot ... yot zot，dat dbt ...dyt dzt，doa dob ... dog .. doy doz，

         aot bot ... yot zot，lat lbt ... lyt lzt，loa lob ... log... loy loz

 

  level = 4   dog log dict = []

         aog bog cog

 

  level = 5   cog  dict = []

 

 代码如下：

 

 1     public int ladderLength(String start, String end, HashSet<String> dict) {
 2         if(start==null || end==null || start.length()==0 || end.length()==0 || start.length()!=end.length())  
 3         return 0; 
 4         
 5         LinkedList<String> wordQueue = new LinkedList<String>();
 6         int level = 1; //the start string already count for 1
 7         int curnum = 1;//the candidate num on current level
 8         int nextnum = 0;//counter for next level
 9         
10         wordQueue.add(start);
11         
12         while(!wordQueue.isEmpty()){
13             String word = wordQueue.poll();
14             curnum--;
15             
16             for(int i = 0; i < word.length(); i++){
17                 char[] wordunit = word.toCharArray();
18                 for(char j = ‘a‘; j <= ‘z‘; j++){
19                     wordunit[i] = j;
20                     String temp = new String(wordunit);  
21                     
22                     if(temp.equals(end))
23                         return level+1;
24                     if(dict.contains(temp)){
25                         wordQueue.add(temp);
26                         nextnum++;
27                         dict.remove(temp);
28                     }
29                 }
30             }
31             
32             if(curnum == 0){
33                 curnum = nextnum;
34                 nextnum = 0;
35                 level++;
36             }
37         }
38         
39         return 0;
40     }

                     

 


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