Complexity
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2023-12-01
Complexity
There are different measurements of the speed of any given algorithm. Given an input size of N, they can be described as follows:
| Name | Speed | Description |
|---|---|---|
| exponential time | slow | takes an amount of time proportional to a constant raised to theNth power (K^N) |
| polynomial time | fast | takes an amount of time proportional toN raised to some constant power (N^K) |
| linear time | faster | takes an amount of time directly proportional toN (K *N) |
| logarithmic time | much faster | takes an amount of time proportional to the logarithm ofN (log(N)) |
| constant time | fastest | takes a fixed amount of time, no matter how large the input is (K) |