The following defaults are set for OptimizerMbo during optimization if the respective fields are not set during initialization.
Optimization Loop: default_loop_function
Surrogate: default_surrogate
Acquisition Function: default_acqfunction
Acqfun Optimizer: default_acqoptimizer
Result Assigner: default_result_assigner