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November 2, 2020 05:16
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word break - Java - mock interview - BFS algorithm
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/* | |
Given a non-empty string s and a dictionary wordDict containing a list of non-empty words, determine if s can be segmented into a space-separated sequence of one or more dictionary words. | |
Note: | |
The same word in the dictionary may be reused multiple times in the segmentation. | |
You may assume the dictionary does not contain duplicate words. | |
Example 1: | |
Input: s = "leetcode", wordDict = ["leet", "code"] | |
Output: true | |
Explanation: Return true because "leetcode" can be segmented as "leet code". | |
Example 2: | |
Input: s = "applepenapple", wordDict = ["apple", "pen"] | |
Output: true | |
Explanation: Return true because "applepenapple" can be segmented as "apple pen apple". | |
Note that you are allowed to reuse a dictionary word. | |
Example 3: | |
Input: s = "catsandog", wordDict = ["cats", "dog", "sand", "and", "cat"] | |
Output: false | |
*/ | |
/* | |
Input: | |
Input: s = "leetcode", wordDict = ["leet", "code"] | |
x. 3 | |
s = "applepenapple", wordDict = ["apple", "pen"] | |
apple pen apple | |
Input: s = "catsandog", wordDict = ["cats", "dog", "sand", "and", "cat"] | |
SET | |
cat -> sand -> og X | |
cats -> and -> og X | |
false | |
"catsandog" | |
01234567 | |
0 -> 3 -> 4 -> 6 | |
S: O(N) | |
T: O(N) * O(N/2) | |
With memo: O(N) | |
s = "zzzzzz", w: z, zzzz | |
Approach: | |
VisitedIndex: O(N) | |
BFS with start indexes | |
0 -> 3 -> 4 -> 6 -> 6 | |
I am not able to hear your clearly | |
catsandog | |
012345678 | |
wordDict = ["cats", "dog", "sand", "and", "cat"] | |
BFS Queue => have index | |
0 -> 3 -> 4 -> 7 -> 7 -> 9 | |
c | |
ca | |
cat | |
cats | |
catsandog | |
sandog | |
andog | |
og | |
o | |
return false | |
*/ | |
public boolean wordBreak(String s, List<String> wordDict) { | |
Set<String> dict = new HashSet<>(wordDict); | |
Queue<Integer> queue = new LinkedList<>(); | |
queue.offer(0); | |
Set<Integer> visited = new HashSet<>(); | |
while(!queue.isEmpty()) { | |
int start = queue.poll(); | |
if(start == s.length()) { | |
return true; | |
} | |
if(visited.contains(start)) { | |
continue; | |
} | |
visited.add(start); | |
for(int end = start; end < s.length(); end++) { | |
if(dict.contains(s.substring(start, end))) { | |
queue.offer(end+1); | |
} | |
} | |
} | |
return false; | |
} |
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