Dynamic Programming21 sections · 916 units
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K-Increasing - Problem Statement

Generalized version

Make array kk-increasing: a[i]a[i+k]a[i] \leq a[i+k] for all valid ii. Minimum changes. Split into kk independent subarrays: indices {0,k,2k,...}\{0, k, 2k, ...\}, {1,k+1,2k+1,...}\{1, k+1, 2k+1, ...\}, etc. Each subarray must be non-decreasing. Apply Slope Trick to each independently. Total cost=sumcost = sum of costs for each subarray. Time: O(nlogn)O(n \log n)

Time complexity: O(nlogn)O(n \log n) overall. Split into kk independent subproblems. Each subproblem is a standard non-decreasing array problem.

Space complexity: O(n)O(n) for the dp arrays.