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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