Optimizer {bbotk}R Documentation

Optimizer

Description

Abstract Optimizer class that implements the base functionality each Optimizer subclass must provide. A Optimizer object describes the optimization strategy.

A Optimizer object must write its result to the $assign_result() method of the OptimInstance at the end in order to store the best point and its estimated performance vector.

Public fields

param_set

(paradox::ParamSet).

param_classes

(character()).

properties

(character()).

packages

(character()).

Methods

Public methods

Method new()

Creates a new instance of this R6 class.

Usage
Optimizer$new(param_set, param_classes, properties, packages = character())
Arguments
param_set

(paradox::ParamSet).

param_classes

(character()).

properties

(character()).

packages

(character()).

Method format()

Helper for print outputs.

Usage
Optimizer$format()

Method print()

Print method.

Usage
Optimizer$print()
Returns

(character()).

Method optimize()

Performs the optimization and writes optimization result into OptimInstance. The optimization result is returned but the complete optimization path is stored in Archive of OptimInstance.

Usage
Optimizer$optimize(inst)
Arguments
inst

(OptimInstance).

Returns

data.table::data.table.

Method clone()

The objects of this class are cloneable with this method.

Usage
Optimizer$clone(deep = FALSE)
Arguments
deep

Whether to make a deep clone.

[Package bbotk version 0.2.2 Index]