Package ai.libs.jaicore.ml.hpo.multifidelity

Class MultiFidelitySoftwareConfigurationProblem<V extends java.lang.Comparable<V>>

java.lang.Object

ai.libs.jaicore.components.model.SoftwareConfigurationProblem<V>

ai.libs.jaicore.ml.hpo.multifidelity.MultiFidelitySoftwareConfigurationProblem<V>

Type Parameters:

V - A comparable value for assessing the quality of candidates, usually a Double.

public class MultiFidelitySoftwareConfigurationProblem<V extends java.lang.Comparable<V>>
extends ai.libs.jaicore.components.model.SoftwareConfigurationProblem<V>

A multi fidelity software configuration problem is a software configuraiton problem but requiring the composition evaluator to support multi-fidelity, i.e. evaluating a candidate with a specified amount of resources.

Constructor Summary

Constructors

Constructor	Description
MultiFidelitySoftwareConfigurationProblem(MultiFidelitySoftwareConfigurationProblem<V> problem)
MultiFidelitySoftwareConfigurationProblem(java.io.File configurationFile, java.lang.String requestedInterface, IMultiFidelityObjectEvaluator<ai.libs.jaicore.components.api.IComponentInstance,V> compositionEvaluator)
MultiFidelitySoftwareConfigurationProblem(java.util.Collection<ai.libs.jaicore.components.api.IComponent> components, java.lang.String requestedInterface, IMultiFidelityObjectEvaluator<ai.libs.jaicore.components.api.IComponentInstance,V> compositionEvaluator)

Method Summary

Modifier and Type	Method	Description
IMultiFidelityObjectEvaluator<ai.libs.jaicore.components.api.IComponentInstance,V>	getCompositionEvaluator()

Methods inherited from class ai.libs.jaicore.components.model.SoftwareConfigurationProblem

equals, getComponents, getRequiredInterface, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

MultiFidelitySoftwareConfigurationProblem

public MultiFidelitySoftwareConfigurationProblem(java.io.File configurationFile,
                                                 java.lang.String requestedInterface,
                                                 IMultiFidelityObjectEvaluator<ai.libs.jaicore.components.api.IComponentInstance,V> compositionEvaluator)
                                          throws java.io.IOException

Throws:

java.io.IOException

MultiFidelitySoftwareConfigurationProblem

public MultiFidelitySoftwareConfigurationProblem(java.util.Collection<ai.libs.jaicore.components.api.IComponent> components,
                                                 java.lang.String requestedInterface,
                                                 IMultiFidelityObjectEvaluator<ai.libs.jaicore.components.api.IComponentInstance,V> compositionEvaluator)

MultiFidelitySoftwareConfigurationProblem

public MultiFidelitySoftwareConfigurationProblem(MultiFidelitySoftwareConfigurationProblem<V> problem)

Method Detail

getCompositionEvaluator

public IMultiFidelityObjectEvaluator<ai.libs.jaicore.components.api.IComponentInstance,V> getCompositionEvaluator()

Overrides:

getCompositionEvaluator in class ai.libs.jaicore.components.model.SoftwareConfigurationProblem<V extends java.lang.Comparable<V>>