#2576

Find the Maximum Number of Marked Indices

Medium
ArrayTwo PointersBinary SearchGreedySortingTwo PointersGreedy AlgorithmsSorting
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Approaches

Brute ForceOptimal
Complexity Comparison
Brute ForceOptimal Solution
Time
O(n²)
O(n log n)
Space
O(1)
O(1)
💡

Intuition

Time O(n log n)Space O(1)

The optimal approach sorts the array and uses a two-pointer technique to efficiently find pairs that can be marked. This reduces the number of checks needed by leveraging the sorted order.

⚙️

Algorithm

5 steps
  1. 1Step 1: Sort the array nums.
  2. 2Step 2: Initialize two pointers, one at the start (left) and one at the middle (right) of the sorted array.
  3. 3Step 3: While both pointers are within bounds, check if 2 * nums[left] <= nums[right]. If true, mark both and move both pointers forward.
  4. 4Step 4: If the condition is not met, move the left pointer forward to find a larger value.
  5. 5Step 5: Continue until either pointer goes out of bounds, and return the total marked count.
solution.py18 lines
1# Full working Python code
2
3def maxMarkedIndices(nums):
4    nums.sort()
5    n = len(nums)
6    left, right = 0, n // 2
7    count = 0
8    while left < n // 2 and right < n:
9        if 2 * nums[left] <= nums[right]:
10            count += 2
11            left += 1
12            right += 1
13        else:
14            left += 1
15    return count
16
17# Example usage
18print(maxMarkedIndices([3, 5, 2, 4]))  # Output: 2

Complexity note: The time complexity is O(n log n) due to the sorting step, while the two-pointer traversal is O(n). The space complexity is O(1) since we are not using any additional data structures that grow with input size.

  • 1The problem can be efficiently solved by sorting the array and using a two-pointer technique.
  • 2The relationship 2 * nums[i] <= nums[j] suggests a pairing strategy where smaller values can be matched with larger values.

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