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  • Explaining the relevance of asymptotic complexity of algorithms to . . .
    It is good to compare the asymptotic analysis to other approaches for predicting the performance of algorithms and comparing them One common approach is performance tests against random or benchmark inputs It is common when computing the asymptotic complexity is difficult or unfeasible, e g when we are using heuristics as in say SAT solving
  • Summation of asymptotic notation - Computer Science Stack Exchange
    Stack Exchange Network Stack Exchange network consists of 183 Q A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers
  • What is an asymptotically tight upper bound?
    $\begingroup$ +1, but I think a danger in your choice of example is that it can be misinterpreted to be claiming that for an upper bound to be asymptotically tight, it must be that no faster algorithm for this problem is possible, when that's not true
  • Asymptotic analysis for machine learning algorithms
    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 of your algorithms If we think machine learning as linear algebra, then the asymptotic complexity is the complexity of multiplying matrices
  • What is the asymptotic runtime of this nested loop? [duplicate]
    The result is correct, but your reasoning is not You can't mix big-oh with ellipses It happens to work here because of extra conditions that happen to be true but that you haven't checked
  • Newest asymptotics Questions - Computer Science Stack Exchange
    Stack Exchange Network Stack Exchange network consists of 183 Q A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers
  • What is the difference between a tight Big $O$ bound, a tight Big . . .
    Stack Exchange Network Stack Exchange network consists of 183 Q A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers
  • How do O and Ω relate to worst and best case?
    Furthermore, realize that they are used to classify the asymptotic "growth rate" of the running time, not the running time itself as propagated by your various answers and comments $\endgroup$ – Hamed Nassar





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