From 0c0771a96c1b734c2299820cd288d302709d5a59 Mon Sep 17 00:00:00 2001 From: Ivikhostrup <56341364+Ivikhostrup@users.noreply.github.com> Date: Tue, 11 Jun 2024 21:16:12 +0200 Subject: [PATCH] Update report_thesis/src/sections/experiments/optimization_experiment/optimization_experiment_design.tex Co-authored-by: Pattrigue <57709490+Pattrigue@users.noreply.github.com> --- .../optimization_experiment/optimization_experiment_design.tex | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/report_thesis/src/sections/experiments/optimization_experiment/optimization_experiment_design.tex b/report_thesis/src/sections/experiments/optimization_experiment/optimization_experiment_design.tex index 91accab5..3547a3d6 100644 --- a/report_thesis/src/sections/experiments/optimization_experiment/optimization_experiment_design.tex +++ b/report_thesis/src/sections/experiments/optimization_experiment/optimization_experiment_design.tex @@ -10,7 +10,7 @@ \subsection{Optimization Experiment Design}\label{subsec:optimization_experiment We deemed this to be a reasonable number of iterations to obtain a reliable indication of the performance of each configuration. As mentioned in Section~\ref{sec:optimization_framework}, we used the \gls{tpe} algorithm for the optimization process. For this sampler, we set the number of startup trials to 25\%. -The number of startup trials controls the number of random samples that are drawn before the \gls{tpe} sampler engages. +The number of startup trials determines the number of random samples drawn before the \gls{tpe} sampler engages. By choosing 25\%, we would reserve the first quarter of the iterations for exploration. We believed that this would allow the sampler enough time to explore the search space while still providing enough iterations for refinement.