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    Leetcode 127 Word Ladder

    summer发表于 2016-10-28 07:32:40
    love 0

    Given two words (beginWord and endWord), and a dictionary's word list, find the length of shortest transformation sequence frombeginWord to endWord, such that:

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

    For example,

    Given:

    beginWord = "hit"

    endWord = "cog"

    wordList = ["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.

    每个单词每次只能变动一个字母变到字典中的其他单词,问从beginword变到endword最少需要多少步?

    BFS,维护一个vis,表示已经到达过的单词,这样下次可以遇到可以不用搜索。

    第一次提交超时了,以为BFS写搓了,调了半天发现是判断相邻单词的步骤超时。

    原来版本的相邻词判断是这样的

    bool judge(string a,string b)
    {
    bool flag=false;
    for(int i=0;i<a.size();i++)
    {
    if(a[i]!=b[i])
    {
    if(flag) return false;
    flag=true;
    }
    }
    return flag;
    }
    for(unordered_set<string>::iterator it=wordList.begin();it!=wordList.end();it++)
    {
    unordered_set<string>::iterator it2=it;
    for(it2++;it2!=wordList.end();it2++)
    if(judge(*it,*it2))
    {
    mp[*it].push_back(*it2);
    mp[*it2].push_back(*it);
    }
    }怎么样?遍历所有单词组合判断他们是否相邻,复杂度n*n*len(word),

    改成下面的做法过了,

    对于每一个词,枚举每一位的变化为其他字母的情况,判断这个情况是否在集合中,复杂度n*len(word)*26*1,确实要快上一些,学到了!

    class Solution {
    public:
    int ladderLength(string beginWord, string endWord, unordered_set<string>& wordList) {
    unordered_map<string,vector<string>> mp;
    wordList.insert(beginWord);
    wordList.insert(endWord);
    for(unordered_set<string>::iterator it=wordList.begin();it!=wordList.end();it++)
    {
    string cc=*it;
    for(int i=0;i<cc.size();i++)
    {
    string c=*it;
    for(char j='a';j<='z';j++)
    {
    c[i]=j;
    if(wordList.find(c)!=wordList.end())
    {
    mp[*it].push_back(c);
    }
    }
    }
    }
    queue<string> q,q2;
    unordered_map<string,bool> vis;
    q.push(beginWord);
    vis[beginWord]=true;
    int res=0,flag=1;
    while(!q.empty() || !q2.empty())
    {
    if(!q.empty())
    {
    string temp=q.front();
    q.pop();
    if(temp==endWord)
    {
    res=flag;
    break;
    }
    for(int i=0;i<mp[temp].size();i++)
    {
    string tt=mp[temp][i];
    if(vis[tt]) continue;
    vis[tt]=true;
    q2.push(tt);
    }
    }
    else
    {
    flag++;
    swap(q,q2);
    }
    }

    return res;
    }
    };



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