What do you understand by the asymptotic notations?


Question: What do you understand by the asymptotic notations?

The asymptotic notations are mathematical tools that help us to analyze the efficiency of algorithms. They describe how the running time or space of an algorithm changes as the input size grows. There are three common asymptotic notations: big O, big Θ, and big Ω. Big O notation gives the upper bound of an algorithm, meaning that it cannot perform worse than a certain function. Big Θ notation gives the tight bound of an algorithm, meaning that it can be sandwiched between two functions that are asymptotically equal. Big Ω notation gives the lower bound of an algorithm, meaning that it cannot perform better than a certain function.

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