psRace: psRace

In irace: Iterated Racing for Automatic Algorithm Configuration

psRace

Description

psRace performs a postselection race a set of configurations.

Usage

psRace(
  iraceLogFile = NULL,
  iraceResults = NULL,
  conf.ids = NULL,
  postselection = NULL,
  max.experiments = NULL,
  elites = FALSE,
  seed = 1234567
)

Arguments

iraceLogFile	NULL Log file created by irace, this file must contain the iraceResults object.
iraceResults	NULL Object created by irace and saved in scenario$logFile.
conf.ids	NULL IDs of the configurations in iraceResults$allConfigurations to be used for ablation. If NULL, the elites argument will be used.
postselection	NULL Percentage of the maxExperiments provided in the scenario to be used in the race.
max.experiments	NULL Number of experiments available for the race. If NULL budget for the race is set by the parameter scenario$postselection, which defines the percentage of the total budget of irace (iraceResults$scenario$maxExperiments or iraceResults$scenario$maxTime/iraceResults$state$timeEstimate) to use for the postselection.
elites	FALSE Flag for selecting configurations. If FALSE, the best configurations of each iteration are used for the race. If TRUE, the elite configurtions of each iteration are used for the race.
seed	1234567 Numerical value to use as seed for the random number generation.

Value

If iraceLogFile is NULL, it returns a list with the following elements:

configurations

Configurations used in the race.

instances

A matrix with the instances used in the experiments. First column has the instances ids from iraceResults$scenario$instances, second column the seed assigned to the instance.

maxExperiments

Maximum number of experiments set for the race.

experiments

A matrix with the results of the experiments (columns are configurations, rows are instances).

elites

Best configurations found in the experiments.

If iraceLogFile is provided this list object will be saved in iraceResults$psrace.log.

Author(s)

Leslie Pérez Cáceres

Examples

## Not run: 
  # Execute the postselection automatically after irace
  scenario <- readScenario(filename="scenario.txt")
  parameters <- readParameters("parameters.txt")
  # Use 10% of the total budget
  scenario$postselection <- 0.1
  irace(scenario=scenario, parameters=parameters)
  # Execute the postselection after the execution of \pkg{irace}.
  psRace(iraceLogFile="irace.Rdata", max.experiments=120)

## End(Not run)

irace documentation built on Oct. 23, 2022, 5:06 p.m.