deephyper.skopt.optimizer.acq_optimizer.pymoo_ga.GAPymooAcqOptimizer

deephyper.skopt.optimizer.acq_optimizer.pymoo_ga.GAPymooAcqOptimizer#

class deephyper.skopt.optimizer.acq_optimizer.pymoo_ga.GAPymooAcqOptimizer(space, x_init, y_init, pop_size: int = 100, random_state=None, termination_kwargs=None)[source]#

Bases: object

Continuous GA optimizer using Pymoo.

Methods

minimize

Minimize the acquisition function.

minimize(acq_func)[source]#

Minimize the acquisition function.