Optimize Repeated Mirrored XOR Updates

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Quick Overview

Optimize a repeated in-place XOR operation that pairs each array element with its mirror and allows up to a trillion updates. Derive the three-pass cycle, preserve partial-pass order, and handle the odd-length center correctly.

Optimize Repeated Mirrored XOR Updates

Company: MathWorks

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: Online Assessment

Repeatedly apply the following in-place operation to an array: ```text arr[i % n] = arr[i % n] XOR arr[n - (i % n) - 1] ``` The operation count `k` can be as large as `10^12`, so simulating every operation may be too slow. For this practice formulation, begin with `i = 0`, apply the operation for `i = 0, 1, ..., k - 1`, and return the resulting array. These indexing and return conventions make the reported repeated operation explicit; no additional original input-size bounds were supplied. ### Constraints & Assumptions - `arr` is nonempty and `n` is its length. - Use nonnegative integer values and a consistent bitwise representation wide enough for every input value. This is a practice convention because the report did not state element bounds. - `0 <= k <= 10^12`; allowing `k = 0` makes the no-operation case explicit. - Each update uses the current array contents, not a copy of the original array. - For odd `n`, the middle element is paired with itself. ### Illustrative Example ```text arr = [1, 2] k = 2 Output: [3, 1] ``` This practice example is not a reported sample. The first operation changes index `0` to `1 XOR 2 = 3`. The second uses that updated value and changes index `1` to `2 XOR 3 = 1`. ### Clarifying Questions to Ask - Are updates sequential and in place? Yes, each operation sees earlier changes. - Does the operation index start at zero? That is the explicit convention in this formulation. - How should the middle element of an odd-length array behave? It follows the same expression, so it is XORed with itself when visited. ```hint Track the two values at a mirrored pair across complete passes through the array. Analyze the middle element separately. ``` ### What a Strong Answer Covers The solution should derive the repeated transformation of a mirrored pair and use it to skip most operations. It must preserve in-place order, handle partial passes and odd-length arrays, and avoid incorrectly restoring the middle element when reducing the operation count. ### Follow-up Questions - Why does simply replacing `k` by `k % (3 * n)` need an extra rule when `n` is odd? - How would you derive the result of one complete pass without simulating every index? - What changes if every operation reads from the original array instead of the current one?

Overview: Optimize a repeated in-place XOR operation that pairs each array element with its mirror and allows up to a trillion updates. Derive the three-pass cycle, preserve partial-pass order, and handle the odd-length center correctly.

Read the full MathWorks Software Engineer interview experience this question came from

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MathWorks
Oct 30, 2026
mediumSoftware EngineerOnline AssessmentCoding & Algorithms
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Repeatedly apply the following in-place operation to an array:

arr[i % n] = arr[i % n] XOR arr[n - (i % n) - 1]

The operation count k can be as large as 10^12, so simulating every operation may be too slow.

For this practice formulation, begin with i = 0, apply the operation for i = 0, 1, ..., k - 1, and return the resulting array. These indexing and return conventions make the reported repeated operation explicit; no additional original input-size bounds were supplied.

Constraints & Assumptions

  • arr is nonempty and n is its length.
  • Use nonnegative integer values and a consistent bitwise representation wide enough for every input value. This is a practice convention because the report did not state element bounds.
  • 0 <= k <= 10^12 ; allowing k = 0 makes the no-operation case explicit.
  • Each update uses the current array contents, not a copy of the original array.
  • For odd n , the middle element is paired with itself.

Illustrative Example

arr = [1, 2]
k = 2
Output: [3, 1]

This practice example is not a reported sample. The first operation changes index 0 to 1 XOR 2 = 3. The second uses that updated value and changes index 1 to 2 XOR 3 = 1.

Clarifying Questions to Ask Guidance

  • Are updates sequential and in place? Yes, each operation sees earlier changes.
  • Does the operation index start at zero? That is the explicit convention in this formulation.
  • How should the middle element of an odd-length array behave? It follows the same expression, so it is XORed with itself when visited.

What a Strong Answer Covers Guidance

The solution should derive the repeated transformation of a mirrored pair and use it to skip most operations. It must preserve in-place order, handle partial passes and odd-length arrays, and avoid incorrectly restoring the middle element when reducing the operation count.

Follow-up Questions Guidance

  • Why does simply replacing k by k % (3 * n) need an extra rule when n is odd?
  • How would you derive the result of one complete pass without simulating every index?
  • What changes if every operation reads from the original array instead of the current one?