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Questions about the science and art of determining properties of algorithms, often including correctness, runtime and space usage. Use the [runtime-analysis] tag for questions about the runtime of algorithms.

1 vote

Is my algorithm to find the median of 2 sorted arrays O(log(m + n))?

Judging from your description and your code, you are basically doing a merge of the two array but stop at the median. This means that your main loop (body) is executed $(m + n) / 2 \in O(m + n)$ times …
Watercrystal's user avatar
  • 1,536
6 votes
Accepted

Why does the time hierarchy theorem use a rather intricate diagonal argument?

The output size does not scale with (time) complexity of problems in general. In fact, complexity theorists are largely interested in decision problems for which the output will either be 0 or 1.
Watercrystal's user avatar
  • 1,536
2 votes
Accepted

What recurrence describes the time complexity of this algorithm?

Partial answer: The problem admits an $O(n^{\log_3(2)}) \leq O(n^{0.631})$ algorithm. The algorithm $\mathcal A$ works as follows: Query $x = A[n/3]$ and $y = A[2n/3]$. If $x = y$, return $\max \{x, …
Watercrystal's user avatar
  • 1,536