LeetCode126:Word Ladder

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.
  • 解题思路:
  • 这题一开始没啥思路,谷歌一下,才知要用到BFS,既然要用到BFS,那当然形成一个抽象图。这里我们将每一个字符串当做图中一节点,如果两字符串只需通过变化一个字符即可相等,我们认为这两字符串相连。
  • 遍历图中节点时,我们通常会利用一个visit还标识是否访问过,这里我们将处理过的节点直接从dict中删除,以免重复处理。
  • 实现代码:
  • #include <iostream>
    
    #include <string>
    
    #include <queue>
    
    #include <unordered_set>
    
    using namespace std;
    
    
    
    /*
    
    Given two words (start and end), and a dictionary, find the length of shortest transformation sequence from start to end, such that:
    
    
    
    Only one letter can be changed at a time
    
    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.
    
    */
    
    class Solution {
    
    public:
    
        int ladderLength(string start, string end, unordered_set<string> &dict) {
    
            if(start.empty() || end.empty() || dict.empty())
    
                return 0;
    
            queue<string> squ[2];//这里需要用到两个队列,因为是bfs,按层遍历,所以需要一层一层进行处理 
    
            squ[0].push(start);
    
            bool qid = false;
    
            int minLen = 1;
    
            while(!squ[qid].empty())
    
            {
    
                while(!squ[qid].empty())//处理同一层节点 
    
                {
    
                    string curstr = squ[qid].front();
    
                    squ[qid].pop();
    
                    for(int i = 0; i < curstr.size(); i++)
    
                    {
    
                        
    
                        for(char j = 'a'; j <= 'z'; j++)
    
                        {
    
                            if(j == curstr[i])
    
                                continue;
    
                            char t = curstr[i];
    
                            curstr[i] = j;
    
                            if(curstr == end)
    
                            {
    
                                return minLen+1;
    
                            }
    
                                
    
                            if(dict.count(curstr) > 0)
    
                            {
    
                                squ[!qid].push(curstr);
    
                                dict.erase(curstr);
    
                            }
    
                            curstr[i] = t;
    
                        }
    
                        
    
                    }
    
                                
    
                }
    
                qid = !qid;//表示将要处理的下一层 
    
                minLen++;
    
    
    
            }
    
            return 0;
    
            
    
        }
    
    };
    
    
    
    int main(void)
    
    {
    
        string start("hit");
    
        string end("cog");
    
        unordered_set<string> dict;
    
        dict.insert("hot");
    
        dict.insert("dot");
    
        dict.insert("dog");
    
        dict.insert("lot");
    
        dict.insert("log");
    
        Solution solution;
    
        int min = solution.ladderLength(start, end, dict);
    
        cout<<min<<endl;
    
        return 0;
    
    }

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