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Example of setting hyperparameters (eg, crossover rate)? #227

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DarkClaw1 opened this issue Jan 3, 2024 · 0 comments
Open

Example of setting hyperparameters (eg, crossover rate)? #227

DarkClaw1 opened this issue Jan 3, 2024 · 0 comments

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@DarkClaw1
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Hi, I may have missed it but are the hyperparameters for each algorithm documented anywhere?

Eg, say I want to run:

res = bboptimize(test_bbo; 
                 SearchRange = (1.0, 100.0), 
                 NumDimensions = 1800, 
                 MaxTime = 1200.0,
                 PopulationSize = 500,
                 Method = :adaptive_de_rand_1_bin);

I would like to know what hyperparameters are available for adaptive_de_rand_1_bin and then somehow pass them as arguments.

Relatedly, do you have any guidelines on choosing PopulationSize/MaxTime for a given number of dimensions? Could it make sense to use a population of 1e6, etc?

Sorry if I missed it, thanks.

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