"sliding window maximum" Code Answer's
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maximum element in a window of size k
#include <bits/stdc++.h>
using namespace std;
// A Dequeue (Double ended queue) based method for printing maximum element of
// all subarrays of size k
void printKMax(int arr[], int n, int k)
{
// Create a Double Ended Queue, Qi that will store indexes of array elements
// The queue will store indexes of useful elements in every window and it will
// maintain decreasing order of values from front to rear in Qi, i.e.,
// arr[Qi.front[]] to arr[Qi.rear()] are sorted in decreasing order
std::deque<int> Qi(k);
/* Process first k (or first window) elements of array */
int i;
for (i = 0; i < k; ++i) {
// For every element, the previous smaller elements are useless so
// remove them from Qi
while ((!Qi.empty()) && arr[i] >= arr[Qi.back()])
Qi.pop_back(); // Remove from rear
// Add new element at rear of queue
Qi.push_back(i);
}
// Process rest of the elements, i.e., from arr[k] to arr[n-1]
for (; i < n; ++i) {
// The element at the front of the queue is the largest element of
// previous window, so print it
cout << arr[Qi.front()] << " ";
// Remove the elements which are out of this window
while ((!Qi.empty()) && Qi.front() <= i - k)
Qi.pop_front(); // Remove from front of queue
// Remove all elements smaller than the currently
// being added element (remove useless elements)
while ((!Qi.empty()) && arr[i] >= arr[Qi.back()])
Qi.pop_back();
// Add current element at the rear of Qi
Qi.push_back(i);
}
// Print the maximum element of last window
cout << arr[Qi.front()];
}
// Driver program to test above functions
int main()
{
int arr[] = { 12, 1, 78, 90, 57, 89, 56 };
int n = sizeof(arr) / sizeof(arr[0]);
int k = 3;
printKMax(arr, n, k);
return 0;
}
sliding window maximum
int[] slidingWindowMaximum(int arr[], int n, int k)
{
q = Dequeue()
ans = []
// for First K elements
for( i = 0 to k-1)
{
while(!q.empty() and arr[i] >= arr[q.back()])
{
// Remove the indices of elements that are smaller than the current elements
q.pop_back()
}
q.push_back(i)
}
// the element at the front has index of the highest element in the window
ans.append(arr[q.front()])
// for rest elements
for(i = k to n-1)
{
// drop the elements that are out of window
while(!q.empty() and q.front() <= i-k)
q.pop_front()
// remove those elements smaller than the current element from back
while(!q.empty() and arr[i] >= arr[q.back()])
q.pop_back()
q.push_back(i)
ans.append(arr[q.front()])
}
return ans
}
Source: afteracademy.com
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