Maximum Product of Word Lengths
Problem
Given a string array words, find the maximum value of length(word[i]) * length(word[j]) where the two words do not share common letters. You may assume that each word will contain only lower case letters. If no such two words exist, return 0.
Example 1:
Given ["abcw", "baz", "foo", "bar", "xtfn", "abcdef"]
Return 16
The two words can be "abcw", "xtfn".
Example 2:
Given ["a", "ab", "abc", "d", "cd", "bcd", "abcd"]
Return 4
The two words can be "ab", "cd".
Example 3:
Given ["a", "aa", "aaa", "aaaa"]
Return 0
No such pair of words.
Solution
Bit Manipulation Solution
public class Solution {
public int maxProduct(String[] words) {
if (words == null || words.length < 2) return 0;
int len = words.length;
int[] values = new int[len];
for (int i = 0; i < len; i++) {
String word = words[i];
for (char ch : word.toCharArray()) values[i] |= 1 << (ch - 'a');
}
int max = 0;
for (int i = 0; i < len - 1; i++) {
for (int j = i + 1; j < len; j++) {
if ((values[i] & values[j]) == 0) max = Math.max(words[i].length() * words[j].length(), max);
}
}
return max;
}
}
Analysis
The tricky part of this solution is to determine if two word
share common letters
We use Bit Manipulation cause there are at most 26
characters
For 'a'
, we store it as 1 bit, for 'b'
we store it as two bits
Hence we use <<
left shit 1
('a'
-> 1
, 'b'
-> 2
, 'c'
- > 4
, ..., 'z'
-> 2 ^ 25
)
Since each char
will occupy one bit, we then use |=
to store all letters from each word
Then we use two loops, and get the max
product
We check whether they share common letters by doing values[i] & values[j]