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Use for algorithms, algorithm-analysis and complexity-theory questions that aim for polynomial running time resp. time complexity. Such questions often are are reference-requests or about runtime-analysis or time-complexity.

5 votes

Why are most (or all?) polynomial time algorithms practical?

I have seen the following explanation regarding your question (1): The powers of $n$ in the running time usually arise out of for loops or similar constructs. Each for loop in turn is needed, because …
Denis Pankratov's user avatar
4 votes
Accepted

Can we use reductions to design approximation algorithms for NP-hard problems?

Yes, but you need an approximation-preserving reduction in the opposite direction.
Denis Pankratov's user avatar
13 votes
Accepted

Why is the set of perfect squares in P?

A simple answer is "binary search". Keep track of a lower bound (starts out with 1) and an upper bound (starts out with $n$). In each iteration compute the midpoint $m$. In polytime check if $m∗m=n$. …
Denis Pankratov's user avatar