prefopt.optimization package

Submodules

prefopt.optimization.base module

Optimizer for acquisition function.

exception prefopt.optimization.base.OptimizationError

Bases: RuntimeError

Optimization did not terminate successfully.

prefopt.optimization.grid_search module

Grid search optimizer.

class prefopt.optimization.grid_search.GridSearchOptimizer(bounds, n_gridpoints=1000000)

Bases: prefopt.acquisition.base.Optimizer

Grid search optimizer.

Parameters:

bounds : array-like

Bounds of the form (lower, upper) for each dimension of x.

n_gridpoints : int, optional (default: 1000000)

Approximate number of grid points.

maximize(func)

Maximize the objective function over the bounded domain.

Module contents