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[算法题] 211. Add and Search Word, DFS Time Limit Exceed 求优化建议

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beer 发表于 2016-2-13 03:27:24 | 显示全部楼层 |阅读模式

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  1. class TrieNode{
  2.     char c;
  3.     HashMap<Character, TrieNode> children = new HashMap<Character, TrieNode>();
  4.     boolean isLeaf;
  5.    
  6.     public TrieNode(){}     //default constructor
  7.     public TrieNode(char c){
  8.         this.c = c;
  9.     }
  10. }

  11. public class WordDictionary {
  12.     TrieNode root;
  13.    
  14.     public WordDictionary(){
  15.         root = new TrieNode();
  16.     }
  17.    
  18.     // Adds a word into the data structure.
  19.     public void addWord(String word) {
  20.         TrieNode curr = root;
  21.         HashMap<Character, TrieNode> children = curr.children;
  22.         
  23.         for(int i = 0; i < word.length(); i++){
  24.             char ch = word.charAt(i);
  25.             
  26.             // update curr, prepare for adding in next level
  27.             if(children.containsKey(ch)){
  28.                 curr = children.get(ch);
  29.             }else{
  30.                 curr = new TrieNode(ch);
  31.                 children.put(ch, curr);
  32.             }
  33.             
  34.             children = curr.children;
  35.             
  36.             if(i == word.length() - 1){
  37.                 curr.isLeaf = true;
  38.             }
  39.         }
  40.     }

  41.     // Returns if the word is in the data structure. A word could
  42.     // contain the dot character '.' to represent any one letter.
  43.     public boolean search(String word) {
  44.         return search(word, 0, root);
  45.     }
  46.    
  47.     public boolean search(String word, int start, TrieNode parent){
  48.         // end condition
  49.         if(start == word.length()) {
  50.             // now search reached the last char in word
  51.             if(parent.isLeaf) return true; // even word search succful to end of word, it also should be leaf
  52.             return false;
  53.         }
  54.         
  55.         TrieNode curr = parent;
  56.         HashMap<Character, TrieNode> children = curr.children;
  57.         char ch = word.charAt(start);
  58.         if(children.containsKey(ch)){
  59.             curr = children.get(ch);
  60.             search(word, start + 1, curr);  // continue search next char
  61.         }else if(ch == '.'){
  62.             // iterate each node in children
  63.             Iterator iter = children.keySet().iterator();
  64.             while(iter.hasNext()){
  65.                 curr = children.get(iter.next());
  66.                 if(search(word, start + 1, curr)) return true;
  67.             }
  68.         }
  69.         
  70.         // children don't contain ch, and ch != '.'
  71.         return false;
  72.     }
  73. }
复制代码
Test Case:
  1. addWord("aa"),addWord("ab"),addWord("ca"),addWord("da"),addWord("ef"),addWord("gf"),addWord("hg"),addWord("ph"),addWord("ti"),addWord("sj"),addWord("kp"),addWord("lm"),addWord("mn"),addWord("pn"),addWord("oo"),addWord("qp"),addWord("rq"),addWord("rs"),addWord("st"),addWord("tb"),addWord("xu"),addWord("zv"),addWord("wa"),addWord("xa"),addWord("yk"),addWord("at"),addWord("aa"),addWord("ab"),addWord("ac"),addWord("ad"),addWord("ae"),addWord("af"),addWord("ag"),addWord("ah"),addWord("ai"),addWord("aj"),addWord("ak"),addWord("al"),addWord("am"),addWord("an"),addWord("ao"),addWord("ap"),addWord("aq"),addWord("ar"),addWord("as"),addWord("at"),addWord("au"),addWord("av"),addWord("aw"),addWord("ax"),addWord("ay"),addWord("az"),addWord("ba"),addWord("bb"),addWord("bc"),addWord("bd"),addWord("be"),addWord("bf"),addWord("bg"),addWord("bh"),addWord("bi"),addWord("bj"),addWord("bk"),addWord("bl"),addWord("bm"),addWord("bn"),addWord("bo"),addWord("bp"),addWord("bq"),addWord("br"),addWord("bs"),addWord("bt"),addWord("bu"),addWord("bv"),addWord("bw"),addWord("bx"),addWord("by"),addWord("bz"),addWord("ca"),addWord("cb"),addWord("cc"),addWord("cd"),addWord("ce"),addWord("cf"),addWord("cg"),addWord("ch"),addWord("ci"),addWord("cj"),addWord("ck"),addWord("cl"),addWord("cm"),addWord("cn"),addWord("co"),addWord("cp"),addWord("cq"),addWord("cr"),addWord("cs"),addWord("ct"),addWord("cu"),addWord("cv"),addWord("cw"),addWord("cx"),addWord("cy"),addWord("cz"),addWord("da"),addWord("db"),addWord("dc"),addWord("dd"),addWord("de"),addWord("df"),addWord("dg"),addWord("dh"),addWord("di"),addWord("dj"),addWord("dk"),addWord("dl"),addWord("dm"),addWord("dn"),addWord("do"),addWord("dp"),addWord("dq"),addWord("dr"),addWord("ds"),addWord("dt"),addWord("du"),addWord("dv"),addWord("dw"),addWord("dx"),addWord("dy"),addWord("dz"),addWord("ea"),addWord("eb"),addWord("ec"),addWord("ed"),addWord("ee"),addWord("ef"),addWord("eg"),addWord("eh"),addWord("ei"),addWord("ej"),addWord("ek"),addWord("el"),addWord("em"),addWord("en"),addWord("eo"),addWord("ep"),addWord("eq"),addWord("er"),addWord("es"),addWord("et"),addWord("eu"),addWord("ev"),addWord("ew"),addWord("ex"),addWord("ey"),addWord("ez"),addWord("fa"),addWord("fb"),addWord("fc"),addWord("fd"),addWord("fe"),addWord("ff"),addWord("fg"),addWord("fh"),addWord("fi"),addWord("fj"),addWord("fk"),addWord("fl"),addWord("fm"),addWord("fn"),addWord("fo"),addWord("fp"),addWord("fq"),addWord("fr"),addWord("fs"),addWord("ft"),addWord("fu"),addWord("fv"),addWord("fw"),addWord("fx"),addWord("fy"),addWord("fz"),addWord("ga"),addWord("gb"),addWord("gc"),addWord("gd"),addWord("ge"),addWord("gf"),addWord("gg"),addWord("gh"),addWord("gi"),addWord("gj"),addWord("gk"),addWord("gl"),addWord("gm"),addWord("gn"),addWord("go"),addWord("gp"),addWord("gq"),addWord("gr"),addWord("gs"),addWord("gt"),addWord("gu"),addWord("gv"),addWord("gw"),addWord("gx"),addWord("gy"),addWord("gz"),addWord("ha"),addWord("hb"),addWord("hc"),addWord("hd"),addWord("he"),addWord("hf"),addWord("hg"),addWord("hh"),addWord("hi"),addWord("hj"),addWord("hk"),addWord("hl"),addWord("hm"),addWord("hn"),addWord("ho"),addWord("hp"),addWord("hq"),addWord("hr"),addWord("hs"),addWord("ht"),addWord("hu"),addWord("hv"),addWord("hw"),addWord("hx"),addWord("hy"),addWord("hz"),addWord("ia"),addWord("ib"),addWord("ic"),addWord("id"),addWord("ie"),addWord("if"),addWord("ig"),addWord("ih"),addWord("ii"),addWord("ij"),addWord("ik"),addWord("il"),addWord("im"),addWord("in"),addWord("io"),addWord("ip"),addWord("iq"),addWord("ir"),addWord("is"),addWord("it"),addWord("iu"),addWord("iv"),addWord("iw"),addWord("ix"),addWord("iy"),addWord("iz"),addWord("ja"),addWord("jb"),addWord("jc"),addWord("jd"),addWord("je"),addWord("jf"),addWord("jg"),addWord("jh"),addWord("ji"),addWord("jj"),addWord("jk"),addWord("jl"),addWord("jm"),addWord("jn"),addWord("jo"),addWord("jp"),addWord("jq"),addWord("jr"),addWord("js"),addWord("jt"),addWord("ju"),addWord("jv"),addWord("jw"),addWord("jx"),addWord("jy"),addWord("jz"),addWord("ka"),addWord("kb"),addWord("kc"),addWord("kd"),addWord("ke"),addWord("kf"),addWord("kg"),addWord("kh"),addWord("ki"),addWord("kj"),addWord("kk"),addWord("kl"),addWord("km"),addWord("kn"),addWord("ko"),addWord("kp"),addWord("kq"),addWord("kr"),addWord("ks"),addWord("kt"),addWord("ku"),addWord("kv"),addWord("kw"),addWord("kx"),addWord("ky"),addWord("kz"),addWord("la"),addWord("lb"),addWord("lc"),addWord("ld"),addWord("le"),addWord("lf"),addWord("lg"),addWord("lh"),addWord("li"),addWord("lj"),addWord("lk"),addWord("ll"),addWord("lm"),addWord("ln"),addWord("lo"),addWord("lp"),addWord("lq"),addWord("lr"),addWord("ls"),addWord("lt"),addWord("lu"),addWord("lv"),addWord("lw"),addWord("lx"),addWord("ly"),addWord("lz"),addWord("ma"),addWord("mb"),addWord("mc"),addWord("md"),addWord("me"),addWord("mf"),addWord("mg"),addWord("mh"),addWord("mi"),addWord("mj"),addWord("mk"),addWord("ml"),addWord("mm"),addWord("mn"),addWord("mo"),addWord("mp"),addWord("mq"),addWord("mr"),addWord("ms"),ad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("aal"),addWord("aam"),addWord("aan"),addWord("aao"),addWord("aap"),addWord("aaq"),addWord("aar"),addWord("aas"),addWord("aat"),addWord("aau"),addWord("aav"),addWord("aaw"),addWord("aax"),addWord("aay"),addWord("aaz"),addWord("aba"),addWord("abb"),addWord("abc"),addWord("abd"),addWord("abe"),addWord("abf"),addWord("abg"),addWord("abh"),addWord("abi"),addWord("abj"),addWord("abk"),addWord("abl"),addWord("abm"),addWord("abn"),addWord("abo"),addWord("abp"),addWord("abq"),addWord("abr"),addWord("abs"),addWord("abt"),addWord("abu"),addWord("abv"),addWord("abw"),addWord("abx"),addWord("aby"),addWord("abz"),addWord("aca"),addWord("acb"),addWord("acc"),addWord("acd"),addWord("ace"),addWord("acf"),addWord("acg"),addWord("ach"),addWord("aci"),addWord("acj"),addWord("ack"),addWord("acl"),addWord("acm"),addWord("acn"),addWord("aco"),addWord("acp"),addWord("acq"),addWord("acr"),addWord("acs"),addWord("act"),addWord("acu"),addWord("acv"),addWord("acw"),addWord("acx"),addWord("acy"),addWord("acz"),addWord("ada"),addWord("adb"),addWord("adc"),addWord("add"),addWord("ade"),addWord("adf"),addWord("adg"),addWord("adh"),addWord("adi"),addWord("adj"),addWord("adk"),addWord("adl"),addWord("adm"),addWord("adn"),addWord("ado"),addWord("adp"),addWord("adq"),addWord("adr"),addWord("ads"),addWord("adt"),addWord("adu"),addWord("adv"),addWord("adw"),addWord("adx"),addWord("ady"),addWord("adz"),addWord("aea"),addWord("aeb"),addWord("aec"),addWord("aed"),addWord("aee"),addWord("aef"),addWord("aeg"),addWord("aeh"),addWord("aei"),addWord("aej"),addWord("aek"),addWord("ael"),addWord("aem"),addWord("aen"),addWord("aeo"),addWord("aep"),addWord("aeq"),addWord("aer"),addWord("aes"),addWord("aet"),addWord("aeu"),addWord("aev"),addWord("aew"),addWord("aex"),addWord("aey"),addWord("aez"),addWord("afa"),addWord("afb"),addWord("afc"),addWord("afd"),addWord("afe"),addWord("aff"),addWord("afg"),addWord("afh"),addWord("afi"),addWord("afj"),addWord("afk"),addWord("afl"),addWord("afm"),addWord("afn"),addWord("afo"),addWord("afp"),addWord("afq"),addWord("afr"),addWord("afs"),addWord("aft"),addWord("afu"),addWord("afv"),addWord("afw"),addWord("afx"),addWord("afy"),addWord("afz"),addWord("aga"),addWord("agb"),addWord("agc"),addWord("agd"),addWord("age"),addWord("agf"),addWord("agg"),addWord("agh"),addWord("agi"),addWord("agj"),addWord("agk"),addWord("agl"),addWord("agm"),addWord("agn"),addWord("ago"),addWord("agp"),addWord("agq"),addWord("agr"),addWord("ags"),addWord("agt"),addWord("agu"),addWord("agv"),addWord("agw"),addWord("agx"),addWord("agy"),addWord("agz"),addWord("aha"),addWord("ahb"),addWord("ahc"),addWord("ahd"),addWord("ahe"),addWord("ahf"),addWord("ahg"),addWord("ahh"),addWord("ahi"),addWord("ahj"),addWord("ahk"),addWord("ahl"),addWord("ahm"),addWord("ahn"),addWord("aho"),addWord("ahp"),addWord("ahq"),addWord("ahr"),addWord("ahs"),addWord("aht"),addWord("ahu"),addWord("ahv"),addWord("ahw"),addWord("ahx"),addWord("ahy"),addWord("ahz"),addWord("aia"),addWord("aib"),addWord("aic"),addWord("aid"),addWord("aie"),addWord("aif"),addWord("aig"),addWord("aih"),addWord("aii"),addWord("aij"),addWord("aik"),addWord("ail"),addWord("aim"),addWord("ain"),addWord("aio"),addWord("aip"),addWord("aiq"),addWord("air"),addWord("ais"),addWord("ait"),addWord("aiu"),addWord("aiv"),addWord("aiw"),addWord("aix"),addWord("aiy"),addWord("aiz"),addWord("aja"),addWord("ajb"),addWord("ajc"),addWord("ajd"),addWord("aje"),addWord("ajf"),addWord("ajg"),addWord("ajh"),addWord("aji"),addWord("ajj"),addWord("ajk"),addWord("ajl"),addWord("ajm"),addWord("ajn"),addWord("ajo"),addWord("ajp"),addWord("ajq"),addWord("ajr"),addWord("ajs"),addWord("ajt"),addWord("aju"),addWord("ajv"),addWord("ajw"),addWord("ajx"),addWord("ajy"),addWord("ajz"),addWord("aka"),addWord("akb"),addWord("akc"),addWord("akd"),addWord("ake"),addWord("akf"),addWord("akg"),addWord("akh"),addWord("aki"),addWord("akj"),addWord("akk"),addWord("akl"),addWord("akm"),addWord("akn"),addWord("ako"),addWord("akp"),addWord("akq"),addWord("akr"),addWord("aks"),addWord("akt"),addWord("aku"),addWord("akv"),addWord("akw"),addWord("akx"),addWord("aky"),addWord("akz"),addWord("ala"),addWord("alb"),addWord("alc"),addWord("ald"),addWord("ale"),addWord("alf"),addWord("alg"),addWord("alh"),addWord("ali"),addWord("alj"),addWord("alk"),addWord("all"),addWord("alm"),addWord("aln"),addWord("alo"),addWord("alp"),addWord("alq"),addWord("alr"),addWord("als"),addWord("alt"),addWord("alu"),addWord("alv"),addWord("alw"),addWord("alx"),addWord("aly"),addWord("alz"),addWord("ama"),addWord("amb"),addWord("amc"),addWord("amd"),addWord("ame"),addWord("amf"),addWord("amg"),addWord("amh"),addWord("ami"),addWord("amj"),addWord("amk"),addWord("aml"),addWord("amm"),addWord("amn"),addWord("amo"),addWord("amp"),addWord("amq"),addWord("amr"),addWord("ams"),addWord("amt"),addWord("amu"),addWord("amv"),addWord("amw"),addWord("amx"),addWord("amy"),addWord("amz"),addWord("ana"),addWord("anb"),addWord("anc"),addWord("and"),addWord("ane"),addWord("anf"),addWord("ang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复制代码
这个巨大的test case用DFS会TLE,请问有办法对DFS进行剪枝优化,通过这个test case 吗?
xiaozhuxiaozhu 发表于 2016-2-13 03:30:37 | 显示全部楼层
本帖最后由 xiaozhuxiaozhu 于 2016-2-13 03:31 编辑

你的adding和search不是trie的结构。。这题不用hashmap。
回复 支持 反对

使用道具 举报

 楼主| beer 发表于 2016-2-13 03:32:47 | 显示全部楼层
xiaozhuxiaozhu 发表于 2016-2-13 03:30
你的adding和search不是trie的结构。。这题不用hashmap么。

我是用HashMap来构建Trie的。网上还有人用数组来构建。不过我觉得Trie的实现方式不是TLE的原因。应该是DFS搜索不够优化,我看别人有DFS通过的。
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xiaozhuxiaozhu 发表于 2016-2-13 03:34:05 | 显示全部楼层
beer 发表于 2016-2-13 03:32
我是用HashMap来构建Trie的。网上还有人用数组来构建。不过我觉得Trie的实现方式不是TLE的原因。应该是DF ...

因为,大家都默认trie是用char [26]来构建的。
如果用hashmap,那为什么还用trie呢?
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 楼主| beer 发表于 2016-2-13 03:35:44 | 显示全部楼层
xiaozhuxiaozhu 发表于 2016-2-13 03:34
因为,大家都默认trie是用char [26]来构建的。
如果用hashmap,那为什么还用trie呢?

用array和hashmap来实现性能差别不大哈。因为HashMap底层也是array.
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 楼主| beer 发表于 2016-2-13 03:40:48 | 显示全部楼层
谢谢大家了。我优化了一下,可以通过了。
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 楼主| beer 发表于 2016-2-13 04:02:39 | 显示全部楼层
请问这一题,search有办法使用BFS实现吗?
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solar12138 发表于 2016-2-21 17:13:58 | 显示全部楼层
学长好,我是申请16Fall CS的学弟,也申请了NCSU,很希望进这所学校,可否加个微信了解些情况,谢谢
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