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  1. What is an asymptotically tight upper bound?

    Dec 20, 2013 · From what I have learned asymptotically tight bound means that it is bound from above and below as in theta notation. But what does asymptotically tight upper bound mean for Big-O …

  2. Explaining the relevance of asymptotic complexity of algorithms to ...

    In short asymptotic complexity is a relatively easy to compute approximation of actual complexity of algorithms for simple basic tasks (problems in a algorithms textbook). As we build more complicated …

  3. When is a bound asymptotically tight? - Computer Science Stack …

    What does it mean that the bound $2n^2 = O(n^2)$ is asymptotically tight while $2n = O(n^2)$ is not? We use the o-notation to denote an upper bound that is not asymptotically tight. The definitions...

  4. Are the functions always asymptotically comparable?

    Here's a pair monotonic functions that are not asymptotically comparable. This is relevant because most complexities arising in practice are in fact monotonic. $$ f (x) = \Gamma ( \lfloor x \rfloor + 1 ) = \lfloor …

  5. complexity theory - Big-O / $\tilde {O}$ -notation with multiple ...

    I have seen the article "On Asymptotic Notation with Multiple Variables". It doesn't seem relevant, because it doesn't deal with the case where the function inside the asymptotic notation is decreasing …

  6. Calculator for time complexity of recursive functions

    Jan 30, 2021 · You can use my master theorem solver to get tight asymptotic bounds. Using your example:

  7. Solving a recurrence relation with √n as parameter

    Given below, there are some good solutions to find the closed form expression, which also give the asymptotic complexity. However, if you only need the asymptotic complexity, the analysis is simpler. …

  8. algorithm analysis - Why are Complexity Notations Called Asymptotic ...

    Mar 3, 2016 · Why do we use the term "asymptotic" in complexity. Although I know what an asymptote is, but what is an asymptote doing here?

  9. Asymptotic analysis for machine learning algorithms

    Feb 9, 2020 · Asymptotic Complexity and real life situations are different. Please take a look at this Question. Now, machine learning is a very hard topic to explore precisely the asymptotic complexity …

  10. What is the asymptotic runtime of this nested loop? [duplicate]

    What is the asymptotic runtime of this nested loop? [duplicate] Ask Question Asked 12 years, 1 month ago Modified 11 years, 7 months ago