Given an unsorted array of integers, find the length of longest increasing subsequence.
For example,
Given[10, 9, 2, 5, 3, 7, 101, 18]
,The longest increasing subsequence is [2, 3, 7, 101]
, therefore the length is 4
. Note that 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?
class Solution {public: int lengthOfLIS(vector & nums) { int size = nums.size(); if (size < 2) return size; int *dp = new int[size]; for (int i = 0; i < size; i++) { dp[i] = 1; } int res = 0; for (int i = 1; i < size; i++) { for (int j = 0; j < i; j++) { if (nums[i] > nums[j]) { dp[i] = max(dp[i], dp[j] + 1); } } res = max(res, dp[i]); } delete dp; return res; }};