题目
Given a string s and a dictionary of words dict, add spaces in s to construct a sentence where each word is a valid dictionary word.
Return all such possible sentences.
For example, given
s = "catsanddog"
,
dict = ["cat", "cats", "and", "sand", "dog"]
.
A solution is ["cats and dog", "cat sand dog"]
.
直接的思路就是用动态规划,实现中要注意:
1. 需要加上备忘录,避免超时;
2. 需要判断句子是否能正确分割,下述代码中,利用null来标识不能分割的子句;
3. 下述代码中,没有在意空间,备忘录中直接纪录了各个子句的字符串分割结果;如果空间上有所限制的话,可以在备忘录中纪录分割点的索引,最后再生成结果;
4. 进一步提升性能的话,可以左右同时开工,建立二维的备忘录。
代码
import java.util.ArrayList; import java.util.HashMap; import java.util.Map; import java.util.Set; public class WordBreakII { private Map<Integer, ArrayList<String>> records = new HashMap<Integer, ArrayList<String>>(); private Set<String> dict = null; private String s = null; private int N = 0; public ArrayList<String> wordBreak(String s, Set<String> dict) { // Note: The Solution object is instantiated only once and is reused by // each test case. if (s == null || s.length() <= 0 || dict == null || dict.size() <= 0) { return new ArrayList<String>(); } records.clear(); this.dict = dict; this.s = s; N = s.length(); ArrayList<String> list = solve(0); if (list == null) { list = new ArrayList<String>(); } return list; } private ArrayList<String> solve(int i) { if (records.containsKey(i)) { return records.get(i); } ArrayList<String> list = new ArrayList<String>(); if (i >= N) { records.put(i, list); return list; } for (int j = i + 1; j <= N; ++j) { String word = s.substring(i, j); if (dict.contains(word)) { ArrayList<String> subList = solve(j); ArrayList<String> newList = new ArrayList<String>(); if (subList == null) { continue; } else if (subList.size() == 0) { newList.add(word); } else { for (String result : subList) { newList.add(word + " " + result); } } list.addAll(newList); } } if (list.size() == 0) { list = null; } records.put(i, list); return list; } }
原文:http://blog.csdn.net/perfect8886/article/details/19136753