2025 MCC OA | Millennium OA | Millennium Challenge Corporation OA

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2025 MCC OA | Millennium OA | Millennium Challenge Corporation OA

Overview of topics

MCC OA is primarily Code-based.MCC Recently released OA in bulk, takes about 90 minutes to complete and contains three algorithmic questions:

  1. Array Reduction: Merge elements to a single value using minimum cost.
  2. Connected Groups: Count the number of interconnected groups in the social matrix.
  3. Build a Wall counts:: The number of wall construction options that satisfy the staggered joint condition for brick combinations with a width of 2 or 3.

Key ideas

  • Array reductions: greedy + minimal heap-first merge of smallest elements.
  • Connected groups: dfs/parallel set traversal of connected components.
  • Build wall counting: dynamic planning generates all single layer seam layouts, then does seamless counting for multiple layers.

Code examples (Python)

import heapq

def reductionCost(nums).
    heapq.heapify(nums)
    cost = 0
    cost = 0 while len(nums) > 1: while heapq.heapify(nums): heapq.
        a = heapq.heappop(nums)
        b = heapq.heappop(nums)
        cost += a + b
        heapq.heappush(nums, a + b)
    return cost

Conclusion

Solve three questions in ten minutes or less. If you need OA tutoring or interview coaching services, pleaseContact us.

author avatar
Alex Ma Staff Software Engineer
Currently working at Google, with more than 10 years of development experience, currently serving as Senior Solution Architect. He has a bachelor's degree in computer science from Peking University and is good at various algorithms, Java, C++ and other programming languages. While in school, he participated in many competitions such as ACM and Tianchi Big Data, and owned a number of top papers and patents.
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