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Tuesday, 1 September 2020

Sliding Window Maximum

Sliding Window Maximum



 Sliding Window Maximum


Given an array num, there is a sliding window of size k which is moving from the very left of the array to the very right. You can only see the k numbers in the window. Each time the sliding window moves right by one position. Return the max sliding window.

Follow up:
Could you solve it in linear time?

Example:

Input: nums = [1,3,-1,-3,5,3,6,7], and k = 3
Output: [3,3,5,5,6,7] 
Explanation: 

Window position                Max
---------------               -----
[1  3  -1] -3  5  3  6  7       3
 1 [3  -1  -3] 5  3  6  7       3
 1  3 [-1  -3  5] 3  6  7       5
 1  3  -1 [-3  5  3] 6  7       5
 1  3  -1  -3 [5  3  6] 7       6
 1  3  -1  -3  5 [3  6  7]      7

 

Constraints:

  • 1 <= nums.length <= 10^5
  • -10^4 <= nums[i] <= 10^4
  • 1 <= k <= nums.length

class Solution {
public:
    vector<int> maxSlidingWindow(vector<int>& nums, int k) {
        int n=nums.size();
        if(n<k) return {};
         deque<int> dq;
        vector<int> ans;
        for (int i=0; i<nums.size(); i++) 
        {
            if (!dq.empty() && dq.front() == i-k) dq.pop_front();
            while (!dq.empty() && nums[dq.back()] < nums[i])
                dq.pop_back();
            dq.push_back(i);
            if (i>=k-1) ans.push_back(nums[dq.front()]);
        }
        return ans;
    }
};