[Leetcode] 211. Add and Search Word
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题目:
Design a data structure that supports the following two operations:
void addWord(word)bool search(word)
search(word) can search a literal word or a regular expression string containing only letters a-z
or .
. A .
means it can represent any one letter.
For example:
addWord("bad")addWord("dad")addWord("mad")search("pad") -> falsesearch("bad") -> truesearch(".ad") -> truesearch("b..") -> true
Note:
You may assume that all words are consist of lowercase letters a-z
.
思路:
这道题目的正解就是实现Trie这种数据结构(请参考我的博文《[Leetcode] 208. Implement Trie (Prefix Tree) 解题报告》)。唯一不同的地方在于本题目中出现了通配符‘.’,也就是说'.'可以通配a-z中的任意一个字符。因此在search中需要采用DFS进行穷举:一旦发现了通配符,则尝试将其替换成每一个可能的字符,一旦匹配成功就返回true;如果所有的匹配都失败,则返回false。
代码:
class TrieNode {public: bool isComplete; TrieNode* ch[26]; TrieNode() { isComplete = false; for(int i = 0; i < 26; ++i) { ch[i] = NULL; } }};class Trie {public: Trie() { root = new TrieNode(); } void insert(string word) { TrieNode* p = root; for(auto c : word) { if(p->ch[c - 'a'] == NULL) { p->ch[c - 'a'] = new TrieNode(); } p = p->ch[c - 'a']; } p->isComplete = true; } bool search(string word) { return dfs(root, word, 0); } bool dfs(TrieNode* p, string& word, int startIndex) { if(p == NULL) { return false; } if(startIndex == word.length()) { return p->isComplete; } char c = word[startIndex]; if(c == '.') { for(int i = 0; i < 26; ++i) { if(p->ch[i] != NULL && dfs(p->ch[i], word, startIndex + 1)) { return true; } } return false; } else { return dfs(p->ch[c-'a'], word, startIndex + 1); } }private: TrieNode* root;};class WordDictionary {public: /** Initialize your data structure here. */ WordDictionary() { } /** Adds a word into the data structure. */ void addWord(string word) { trie.insert(word); } /** Returns if the word is in the data structure. A word could contain the dot character '.' to represent any one letter. */ bool search(string word) { return trie.search(word); }private: Trie trie;};/** * Your WordDictionary object will be instantiated and called as such: * WordDictionary obj = new WordDictionary(); * obj.addWord(word); * bool param_2 = obj.search(word); */
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