Longest Increasing Subsequence
Given an unsorted array of integers, find the length of longest increasing subsequence.
Example:
Input: [10,9,2,5,3,7,101,18]
Output: 4
Explanation: The longest increasing subsequence is [2,3,7,101], therefore the length is 4.
Note:
- There may be more than one LIS combination, it is only necessary for you to return the length.
- Your algorithm should run in O(n2) complexity.
Follow up: Could you improve it to O(n log n) time complexity?
Solution:
class Solution {
public int lengthOfLIS(int[] nums) {
TreeSet<Integer> seq = new TreeSet();
for (int val : nums) {
Integer bigger = seq.ceiling(val);
if (bigger != null) {
seq.remove(bigger);
}
seq.add(val);
}
return seq.size();
}
}