2022-08-08 Daily-Challenge

Today I have done leetcode's August LeetCoding Challenge with cpp.

August LeetCoding Challenge 8

Description

Longest Increasing Subsequence

Given an integer array nums, return the length of the longest strictly increasing subsequence.

A subsequence is a sequence that can be derived from an array by deleting some or no elements without changing the order of the remaining elements. For example, [3,6,2,7] is a subsequence of the array [0,3,1,6,2,2,7].

Example 1:

Input: nums = [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.

Example 2:

Input: nums = [0,1,0,3,2,3]
Output: 4

Example 3:

Input: nums = [7,7,7,7,7,7,7]
Output: 1

Constraints:

  • 1 <= nums.length <= 2500
  • -10^4 <= nums[i] <= 10^4

Follow up: Can you come up with an algorithm that runs in O(n log(n)) time complexity?

Solution

auto speedup = [](){
  cin.tie(nullptr);
  cout.tie(nullptr);
  ios::sync_with_stdio(false);
  return 0;
}();
class Solution {
public:
  int lengthOfLIS(vector<int>& nums) {
    vector<int> LIS{nums[0]};
    for(auto i : nums) {
      auto it = lower_bound(LIS.begin(), LIS.end(), i);
      if(it != LIS.end()) {
        *it = i;
      } else {
        LIS.push_back(i);
      }
    }
    return LIS.size();
  }
};

// Accepted
// 54/54 cases passed (7 ms)
// Your runtime beats 97.92 % of cpp submissions
// Your memory usage beats 69.86 % of cpp submissions (10.5 MB)