Table 2.

Hyperparameters of the optimisation learning algorithms (RevDE, Random Search)

RevDE	Value	Description
λ	30	Population size
μ	10	Top-samples size
F	0.5	Scaling factor
CR	0.9	Crossover probability
Nweights	$k+\mid \mathcal{N}\mid$	Search space size
ttrial	60s	Trial time
Random Search	Value	Description
U(m, n)	[−1, 1]	Uniform distribution
Nstate	2 ⋅ k	Search space size
ttrial	120s	Trial time