functions - Measuring time complexity of a method

I use

NMinimize[someFunction, Method -> {"RandomSearch", Method ->{"InteriorPoint"},"SearchPoints" -> 2n, "RandomSeed" -> RandomInteger[{0, 100}], "PostProcess" -> {FindMinimum, Method -> "QuasiNewton"}}, MaxIterations -> 1000 n, PrecisionGoal -> 10, AccuracyGoal -> 10]`

where someFunction is a function of n variables.

How could I measure the time complexity of this method?

Answer

There is a nice function BenchmarkPlot

enter image description here

The usage is something like this

Needs["GeneralUtilities`"]
BenchmarkPlot[{f1,f2}, # &, PowerRange[1, 1000], "IncludeFits" -> True]

Typical output:

enter image description here

There are already many examples on MMA.SE.

Comments

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