Optimal population sizes in GPU genetic programming vary by problem, favoring either small deep searches or very large broad searches, with stepped sizes offering a balance.
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The Effects of Population Size on the Performance of BEAGLE GPU-Based Genetic Programming Runs
Optimal population sizes in GPU genetic programming vary by problem, favoring either small deep searches or very large broad searches, with stepped sizes offering a balance.