Hyperparameter optimisation in differential evolution using Summed Local Difference Strings, a rugged but easily calculated landscape for combinatorial search problems
Husanbir Singh Pannu, Douglas Bruce Kell
The paper evaluates hyperparameter optimization in differential evolution using a novel objective function and compares machine learning approaches with grid search and other optimizers.
Computer Science and Information Systems · Jan 1, 2025Peer-reviewedBioinformatics