Abstract: This study evaluates the performance of the starfish optimization algorithm (SFOA) for parameter identification in Proton Exchange Membrane Fuel Cells (PEMFCs). SFOA, inspired by the ...

Abstract: Bayesian Optimization (BO) is a popular black-box optimization method consisting of a surrogate model, typically a probabilistic model such as a Gaussian Process (GP) and an Acquisition ...