Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X _ __init__() (saealib.AccuracyBasedSurrogateSwitcher method) (saealib.AccuracyEvaluator method) (saealib.acquisition.CORSReference method) (saealib.AcquisitionEndEvent method) (saealib.AcquisitionFunction method) (saealib.AcquisitionStage method) (saealib.AcquisitionStartEvent method) (saealib.Algorithm method) (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ArchiveObjectiveSet method) (saealib.ArchiveUpdateStage method) (saealib.AskStage method) (saealib.AsyncEvaluationSubmitStage method) (saealib.AsyncEvaluator method) (saealib.BatchExpectedImprovement method) (saealib.Branch method) (saealib.CallbackManager method) (saealib.CategoricalVariable method) (saealib.CheckpointCallback method) (saealib.Comparator method) (saealib.ComparisonSurrogate method) (saealib.CompositeSurrogateManager method) (saealib.ConstraintHandler method) (saealib.ConstraintObjectiveSet method) (saealib.ContinuousVariable method) (saealib.core.AssumptionSet method) (saealib.core.CompilationRule method) (saealib.core.compiler.ComponentNode method) (saealib.core.compiler.ContractPath method) (saealib.core.compiler.ControlEdge method) (saealib.core.compiler.DataEdge method) (saealib.core.compiler.Diagnostic method) (saealib.core.compiler.NodeRef method) (saealib.core.compiler.StateBinding method) (saealib.core.Component method) (saealib.core.ComponentContract method) (saealib.core.ComponentGraph method) (saealib.core.contracts.FeedbackBatch method) (saealib.core.contracts.FeedbackContract method) (saealib.core.contracts.ObservationBatch method) (saealib.core.contracts.ProposalBatch method) (saealib.core.contracts.RepresentationSpec method) (saealib.core.DataSpec method) (saealib.core.ExecutablePlan method) (saealib.core.ExecutionContract method) (saealib.core.ExecutionRuntime method) (saealib.core.LifecycleContract method) (saealib.core.PartSpec method) (saealib.core.PortContract method) (saealib.core.PortSpec method) (saealib.core.StateContract method) (saealib.core.StatePatch method) (saealib.core.StateStore method) (saealib.core.StateView method) (saealib.core.StructuredGraph method) (saealib.core.StructuredRegion method) (saealib.CORSDistance method) (saealib.CountGenerationStage method) (saealib.Crossover method) (saealib.CrossoverBLXAlpha method) (saealib.CrossoverCategorical method) (saealib.CrossoverIntegerSBX method) (saealib.CrossoverOnePoint method) (saealib.CrossoverSBX method) (saealib.CrossoverTwoPoint method) (saealib.CrossoverUniform method) (saealib.CubicKernel method) (saealib.Decomposition method) (saealib.DecompositionComparator method) (saealib.DirectStrategy method) (saealib.Dominator method) (saealib.DuplicateElimination method) (saealib.EHVIAcquisition method) (saealib.EpsilonConstraintHandler method) (saealib.EpsilonDominanceComparator method) (saealib.EpsilonDominator method) (saealib.EqualityConstraint method) (saealib.EvaluateAll method) (saealib.EvaluationAcknowledgeStage method) (saealib.EvaluationAdapter method) (saealib.EvaluationApplyStage method) (saealib.EvaluationCollectStage method) (saealib.EvaluationHandle method) (saealib.EvaluationPlan method) (saealib.EvaluationPlanner method) (saealib.EvaluationPlanStage method) (saealib.EvaluationQuery method) (saealib.EvaluationRequest method) (saealib.EvaluationResult method) (saealib.EvaluationSubmitStage method) (saealib.EvaluationUpdate method) (saealib.Evaluator method) (saealib.Event method) (saealib.execution.AsyncEvaluationScheduler method) (saealib.execution.PollResult method) (saealib.execution.RuntimeFactory method) (saealib.execution.RuntimeRegistration method) (saealib.execution.RuntimeRegistry method) (saealib.ExpectedImprovement method) (saealib.FeasibilityClassificationSet method) (saealib.FeedbackBuilder method) (saealib.FeedbackResult method) (saealib.FeedbackStage method) (saealib.FidelityEvaluation method) (saealib.FidelityPromotion method) (saealib.GA method) (saealib.GaussianKernel method) (saealib.GenCtrlSwitcher method) (saealib.GenerationBasedStrategy method) (saealib.GenerationEndEvent method) (saealib.GenerationStartEvent method) (saealib.GenomeGA method) (saealib.GenomeInitializer method) (saealib.GlobalSurrogateManager method) (saealib.GradientRepairHandler method) (saealib.HeldOutAccuracyEvaluator method) (saealib.HypervolumeComparator method) (saealib.Individual method) (saealib.IndividualBasedStrategy method) (saealib.InequalityConstraint method) (saealib.InitialEvaluationEndEvent method) (saealib.InitialEvaluationStartEvent method) (saealib.InitializationStage method) (saealib.Initializer method) (saealib.IntegerVariable method) (saealib.IslandModel method) (saealib.JoblibEvaluator method) (saealib.KFoldAccuracyEvaluator method) (saealib.KNNConstraintObjectiveSet method) (saealib.KNNObjectiveSet method) (saealib.LevelBasedSet method) (saealib.LHSInitializer method) (saealib.LinearKernel method) (saealib.LinearRankSelection method) (saealib.LocalSurrogateManager method) (saealib.LOOAccuracyEvaluator method) (saealib.Loop method) (saealib.LowerConfidenceBound method) (saealib.ManagerSwitcher method) (saealib.MaternKernel method) (saealib.MaxUncertainty method) (saealib.MeanPrediction method) (saealib.MixedFeedback method) (saealib.MultiquadricKernel method) (saealib.Mutation method) (saealib.MutationCategorical method) (saealib.MutationGaussian method) (saealib.MutationIntegerUniform method) (saealib.MutationPolynomial method) (saealib.MutationUniform method) (saealib.NoFeedback method) (saealib.NonDominatedSorter method) (saealib.NSGA2Comparator method) (saealib.NSGA3Comparator method) (saealib.OptimizationStrategy method) (saealib.Optimizer method) (saealib.PairwiseComparisonSet method) (saealib.PairwiseSurrogateManager method) (saealib.ParEGOAcquisition method) (saealib.ParentSelection method) (saealib.ParetoArchive method) (saealib.ParetoComparator method) (saealib.ParetoDominator method) (saealib.ParetoMixin method) (saealib.PBIDecomposition method) (saealib.PendingEvaluation method) (saealib.PerObjectiveSurrogate method) (saealib.Pipeline method) (saealib.Population method) (saealib.PopulationAttribute method) (saealib.PostAskEvent method) (saealib.PostCrossoverEvent method) (saealib.PostEvaluationEvent method) (saealib.PostMutationEvent method) (saealib.PostSurrogateFitEvent method) (saealib.PredictedFeedback method) (saealib.PreSelectionStrategy method) (saealib.ProbabilityOfFeasibility method) (saealib.Problem method) (saealib.ProductOfFeasibility method) (saealib.PSO method) (saealib.PymooAlgorithm method) (saealib.PymooCrossover method) (saealib.PymooMutation method) (saealib.PymooProblem method) (saealib.R2Score method) (saealib.RandomInitializer method) (saealib.RatioEvaluation method) (saealib.RBFKernel method) (saealib.RBFSurrogate method) (saealib.ReferencePointComparisonSet method) (saealib.RegressionSurrogate method) (saealib.Repeat method) (saealib.RepeatedEvaluation method) (saealib.ReplicateSummary method) (saealib.Result method) (saealib.RMSE method) (saealib.RNSGA2Comparator method) (saealib.RunEndEvent method) (saealib.RunStartEvent method) (saealib.SequentialSelection method) (saealib.SerialEvaluator method) (saealib.SingleObjectiveComparator method) (saealib.SklearnClassificationSurrogate method) (saealib.SklearnGPRSurrogate method) (saealib.SklearnLGBMSurrogate method) (saealib.SklearnNNSurrogate method) (saealib.SklearnRFCClassificationSurrogate method) (saealib.SklearnRFRSurrogate method) (saealib.SklearnSurrogate method) (saealib.SklearnSVCClassificationSurrogate method) (saealib.SklearnSVMSurrogate method) (saealib.SklearnXGBSurrogate method) (saealib.SMSEGOAcquisition method) (saealib.SobolInitializer method) (saealib.space.FeatureEncoder method) (saealib.space.GenomeCodec method) (saealib.space.ObjectSpace method) (saealib.space.PermutationSpace method) (saealib.space.SamplingService method) (saealib.space.SearchSpace method) (saealib.space.SequenceSpace method) (saealib.space.ServiceRegistry method) (saealib.space.ValidationResult method) (saealib.space.ValidationService method) (saealib.space.VectorSpace method) (saealib.SPEA2Comparator method) (saealib.SpearmanCorrelation method) (saealib.Stage method) (saealib.StaticToleranceHandler method) (saealib.SteadyStateStrategy method) (saealib.StrategySwitcher method) (saealib.Surrogate method) (saealib.SurrogateAccuracy method) (saealib.SurrogateAccuracyMetric method) (saealib.SurrogateEndEvent method) (saealib.SurrogateFitStage method) (saealib.SurrogateManager method) (saealib.SurrogateOnlyLoopStage method) (saealib.SurrogatePrediction method) (saealib.SurrogatePredictStage method) (saealib.SurrogateStartEvent method) (saealib.SurvivorSelection method) (saealib.TchebycheffDecomposition method) (saealib.TellStage method) (saealib.Termination method) (saealib.TerminationCondition method) (saealib.ThinPlateSplineKernel method) (saealib.ThreadPoolEvaluator method) (saealib.TopKBipartitionSet method) (saealib.TopKEvaluation method) (saealib.TorchSurrogate method) (saealib.TournamentSelection method) (saealib.TrainingData method) (saealib.TrainingSet method) (saealib.TrueOnlyFeedback method) (saealib.TruncationSelection method) (saealib.Variable method) (saealib.WeightedSumComparator method) (saealib.WeightedSumDecomposition method) A AccuracyBasedSurrogateSwitcher (class in saealib) AccuracyEvaluator (class in saealib) acknowledge() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) AcquisitionEndEvent (class in saealib) AcquisitionFunction (class in saealib) AcquisitionStage (class in saealib) AcquisitionStartEvent (class in saealib) add() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.ParetoMixin method) advance() (saealib.core.ExecutionRuntime method) aggregate() (saealib.Decomposition method) (saealib.PBIDecomposition method) (saealib.TchebycheffDecomposition method) (saealib.WeightedSumDecomposition method) aggregate_replicates() (in module saealib) Algorithm (class in saealib) algorithm (saealib.Optimizer attribute) all_of() (saealib.Termination class method) alpha (saealib.CrossoverBLXAlpha attribute) (saealib.RBFSurrogate attribute) any_of() (saealib.Termination class method) append() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) apply() (saealib.core.CompilationRule method) apply_patch() (saealib.core.StateStore method) Archive (class in saealib) archive (saealib.InitialEvaluationEndEvent attribute) (saealib.Optimizer attribute) ArchiveMixin (class in saealib) ArchiveObjectiveSet (class in saealib) ArchiveUpdateStage (class in saealib) argsort() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) ask() (saealib.Algorithm method) (saealib.GA method) (saealib.GenomeGA method) (saealib.PSO method) (saealib.PymooAlgorithm method) AskStage (class in saealib) AssumptionSet (class in saealib.core) AsyncEvaluationScheduler (class in saealib.execution) AsyncEvaluationSubmitStage (class in saealib) AsyncEvaluator (class in saealib) atol (saealib.ArchiveMixin attribute) augment_objective() (saealib.ConstraintHandler method) (saealib.EpsilonConstraintHandler method) (saealib.GradientRepairHandler method) (saealib.StaticToleranceHandler method) B BatchExpectedImprovement (class in saealib) Branch (class in saealib) build() (in module saealib.registry) (saealib.ArchiveObjectiveSet method) (saealib.ConstraintObjectiveSet method) (saealib.FeasibilityClassificationSet method) (saealib.FeedbackBuilder method) (saealib.KNNConstraintObjectiveSet method) (saealib.KNNObjectiveSet method) (saealib.LevelBasedSet method) (saealib.MixedFeedback method) (saealib.NoFeedback method) (saealib.PairwiseComparisonSet method) (saealib.PredictedFeedback method) (saealib.ReferencePointComparisonSet method) (saealib.TopKBipartitionSet method) (saealib.TrainingSet method) (saealib.TrueOnlyFeedback method) build_graph() (saealib.DirectStrategy method) (saealib.GenerationBasedStrategy method) (saealib.IndividualBasedStrategy method) (saealib.OptimizationStrategy method) (saealib.PreSelectionStrategy method) (saealib.SteadyStateStrategy method) build_pipeline() (saealib.DirectStrategy method) (saealib.GenerationBasedStrategy method) (saealib.IndividualBasedStrategy method) (saealib.OptimizationStrategy method) (saealib.PreSelectionStrategy method) (saealib.SteadyStateStrategy method) C c1 (saealib.PSO attribute) c2 (saealib.PSO attribute) CallbackManager (class in saealib) can_reattach() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) cancel() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.execution.AsyncEvaluationScheduler method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) candidates_x (saealib.InitialEvaluationStartEvent attribute) categorical_crossover (saealib.GA attribute) categorical_mutation (saealib.GA attribute) CategoricalVariable (class in saealib) cbmanager (saealib.Optimizer attribute) channels (saealib.SurrogatePrediction attribute) checkpoint() (saealib.execution.AsyncEvaluationScheduler method) CheckpointCallback (class in saealib) clear() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.Population method) close() (saealib.AsyncEvaluator method) (saealib.ThreadPoolEvaluator method) collect() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) Comparator (class in saealib) comparator (saealib.Problem attribute) compare() (saealib.Comparator method) (saealib.DecompositionComparator method) (saealib.EpsilonDominanceComparator method) (saealib.HypervolumeComparator method) (saealib.NSGA2Comparator method) (saealib.NSGA3Comparator method) (saealib.ParetoComparator method) (saealib.RNSGA2Comparator method) (saealib.SingleObjectiveComparator method) (saealib.SPEA2Comparator method) (saealib.WeightedSumComparator method) compare_population() (saealib.Comparator method) (saealib.DecompositionComparator method) (saealib.EpsilonDominanceComparator method) (saealib.HypervolumeComparator method) (saealib.NSGA2Comparator method) (saealib.NSGA3Comparator method) (saealib.ParetoComparator method) (saealib.RNSGA2Comparator method) (saealib.SingleObjectiveComparator method) (saealib.SPEA2Comparator method) (saealib.WeightedSumComparator method) ComparisonSurrogate (class in saealib) CompilationRule (class in saealib.core) Component (class in saealib.core) ComponentContract (class in saealib.core) ComponentGraph (class in saealib.core) ComponentNode (class in saealib.core.compiler) CompositeSurrogateManager (class in saealib) compute() (saealib.R2Score method) (saealib.RMSE method) (saealib.SpearmanCorrelation method) (saealib.SurrogateAccuracyMetric method) compute_cv() (saealib.ConstraintHandler method) (saealib.EpsilonConstraintHandler method) (saealib.GradientRepairHandler method) (saealib.StaticToleranceHandler method) compute_reference() (saealib.CORSDistance method) (saealib.EHVIAcquisition method) (saealib.ExpectedImprovement method) (saealib.LowerConfidenceBound method) (saealib.MaxUncertainty method) (saealib.MeanPrediction method) (saealib.ParEGOAcquisition method) (saealib.ProbabilityOfFeasibility method) (saealib.ProductOfFeasibility method) (saealib.SMSEGOAcquisition method) ConfigurationError ConstraintHandler (class in saealib) ConstraintObjectiveSet (class in saealib) constraints (saealib.Problem attribute) contains() (saealib.core.contracts.FeedbackContract method) (saealib.core.StateStore method) (saealib.core.StateView method) (saealib.space.ServiceRegistry method) contains_requirement() (saealib.core.contracts.FeedbackContract method) ContinuousVariable (class in saealib) contract() (saealib.AcquisitionFunction method) (saealib.AcquisitionStage method) (saealib.Algorithm method) (saealib.ArchiveObjectiveSet method) (saealib.ArchiveUpdateStage method) (saealib.AskStage method) (saealib.AsyncEvaluationSubmitStage method) (saealib.AsyncEvaluator method) (saealib.BatchExpectedImprovement method) (saealib.ComparisonSurrogate method) (saealib.CompositeSurrogateManager method) (saealib.ConstraintObjectiveSet method) (saealib.core.Component method) (saealib.CORSDistance method) (saealib.CountGenerationStage method) (saealib.Crossover method) (saealib.CrossoverBLXAlpha method) (saealib.CrossoverCategorical method) (saealib.CrossoverIntegerSBX method) (saealib.CrossoverOnePoint method) (saealib.CrossoverSBX method) (saealib.CrossoverTwoPoint method) (saealib.CrossoverUniform method) (saealib.Decomposition method) (saealib.DirectStrategy method) (saealib.DuplicateElimination method) (saealib.EHVIAcquisition method) (saealib.EvaluateAll method) (saealib.EvaluationAcknowledgeStage method) (saealib.EvaluationApplyStage method) (saealib.EvaluationCollectStage method) (saealib.EvaluationPlanner method) (saealib.EvaluationPlanStage method) (saealib.EvaluationSubmitStage method) (saealib.Evaluator method) (saealib.execution.AsyncEvaluationScheduler method) (saealib.ExpectedImprovement method) (saealib.FeasibilityClassificationSet method) (saealib.FeedbackBuilder method) (saealib.FeedbackStage method) (saealib.FidelityEvaluation method) (saealib.FidelityPromotion method) (saealib.GA method) (saealib.GenerationBasedStrategy method) (saealib.GenomeGA method) (saealib.GenomeInitializer method) (saealib.GlobalSurrogateManager method) (saealib.IndividualBasedStrategy method) (saealib.InitializationStage method) (saealib.Initializer method) (saealib.JoblibEvaluator method) (saealib.KNNConstraintObjectiveSet method) (saealib.KNNObjectiveSet method) (saealib.LevelBasedSet method) (saealib.LHSInitializer method) (saealib.LinearRankSelection method) (saealib.LocalSurrogateManager method) (saealib.LowerConfidenceBound method) (saealib.ManagerSwitcher method) (saealib.MaxUncertainty method) (saealib.MeanPrediction method) (saealib.MixedFeedback method) (saealib.Mutation method) (saealib.MutationCategorical method) (saealib.MutationGaussian method) (saealib.MutationIntegerUniform method) (saealib.MutationPolynomial method) (saealib.MutationUniform method) (saealib.NoFeedback method) (saealib.OptimizationStrategy method) (saealib.PairwiseComparisonSet method) (saealib.PairwiseSurrogateManager method) (saealib.ParEGOAcquisition method) (saealib.ParentSelection method) (saealib.PBIDecomposition method) (saealib.PerObjectiveSurrogate method) (saealib.PredictedFeedback method) (saealib.PreSelectionStrategy method) (saealib.ProbabilityOfFeasibility method) (saealib.ProductOfFeasibility method) (saealib.PSO method) (saealib.PymooAlgorithm method) (saealib.PymooCrossover method) (saealib.PymooMutation method) (saealib.RandomInitializer method) (saealib.RatioEvaluation method) (saealib.RBFSurrogate method) (saealib.ReferencePointComparisonSet method) (saealib.RegressionSurrogate method) (saealib.RepeatedEvaluation method) (saealib.SequentialSelection method) (saealib.SerialEvaluator method) (saealib.SklearnClassificationSurrogate method) (saealib.SklearnGPRSurrogate method) (saealib.SklearnLGBMSurrogate method) (saealib.SklearnNNSurrogate method) (saealib.SklearnRFCClassificationSurrogate method) (saealib.SklearnRFRSurrogate method) (saealib.SklearnSurrogate method) (saealib.SklearnSVCClassificationSurrogate method) (saealib.SklearnSVMSurrogate method) (saealib.SklearnXGBSurrogate method) (saealib.SMSEGOAcquisition method) (saealib.SobolInitializer method) (saealib.Stage method) (saealib.SteadyStateStrategy method) (saealib.StrategySwitcher method) (saealib.Surrogate method) (saealib.SurrogateFitStage method) (saealib.SurrogateManager method) (saealib.SurrogateOnlyLoopStage method) (saealib.SurrogatePredictStage method) (saealib.SurvivorSelection method) (saealib.TchebycheffDecomposition method) (saealib.TellStage method) (saealib.Termination method) (saealib.ThreadPoolEvaluator method) (saealib.TopKBipartitionSet method) (saealib.TopKEvaluation method) (saealib.TorchSurrogate method) (saealib.TournamentSelection method) (saealib.TrainingSet method) (saealib.TrueOnlyFeedback method) (saealib.TruncationSelection method) (saealib.WeightedSumDecomposition method) contract_diagnostics() (saealib.Optimizer method) ContractPath (class in saealib.core.compiler) ControlEdge (class in saealib.core.compiler) CORSDistance (class in saealib) CORSReference (class in saealib.acquisition) CountGenerationStage (class in saealib) create() (saealib.execution.RuntimeRegistry method) create_pareto_archive() (saealib.Algorithm method) (saealib.GA method) (saealib.GenomeGA method) (saealib.PSO method) (saealib.PymooAlgorithm method) create_runtime() (in module saealib.execution) Crossover (class in saealib) crossover (saealib.GA attribute) crossover() (saealib.Crossover method) (saealib.CrossoverBLXAlpha method) (saealib.CrossoverCategorical method) (saealib.CrossoverIntegerSBX method) (saealib.CrossoverOnePoint method) (saealib.CrossoverSBX method) (saealib.CrossoverTwoPoint method) (saealib.CrossoverUniform method) (saealib.PymooCrossover method) crossover_batch() (saealib.Crossover method) (saealib.CrossoverBLXAlpha method) (saealib.CrossoverCategorical method) (saealib.CrossoverIntegerSBX method) (saealib.CrossoverOnePoint method) (saealib.CrossoverSBX method) (saealib.CrossoverTwoPoint method) (saealib.CrossoverUniform method) (saealib.PymooCrossover method) CrossoverBLXAlpha (class in saealib) CrossoverCategorical (class in saealib) CrossoverIntegerSBX (class in saealib) CrossoverOnePoint (class in saealib) CrossoverSBX (class in saealib) CrossoverTwoPoint (class in saealib) CrossoverUniform (class in saealib) crowding_distance() (in module saealib) crowding_distance_all_fronts() (in module saealib) ctx (saealib.Event attribute) (saealib.Result attribute) CubicKernel (class in saealib) D DataEdge (class in saealib.core.compiler) DataSpec (class in saealib.core) dda_non_dominated_sort() (in module saealib) decode() (saealib.CategoricalVariable method) (saealib.space.GenomeCodec method) Decomposition (class in saealib) DecompositionComparator (class in saealib) default_hints() (saealib.NSGA3Comparator method) default_runtime_registry (in module saealib.execution) delete() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.Population method) describe() (saealib.core.ExecutablePlan method) (saealib.Optimizer method) detach() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) Diagnostic (class in saealib.core.compiler) dim (saealib.Problem attribute) direction (saealib.Comparator attribute) (saealib.Problem attribute) DirectStrategy (class in saealib) dispatch() (saealib.CallbackManager method) (saealib.core.StateView method) (saealib.Optimizer method) dominance_matrix() (saealib.Dominator method) (saealib.EpsilonDominator method) (saealib.ParetoDominator method) dominates() (saealib.Dominator method) (saealib.EpsilonDominator method) (saealib.ParetoDominator method) dominates_many() (saealib.Dominator method) (saealib.EpsilonDominator method) (saealib.ParetoDominator method) Dominator (class in saealib) duplicate_elimination (saealib.GA attribute) duplicate_policy (saealib.ArchiveMixin attribute) DuplicateElimination (class in saealib) E EHVIAcquisition (class in saealib) empty() (saealib.core.AssumptionSet class method) empty_like() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.Population method) enable_feedback_accumulator() (saealib.execution.AsyncEvaluationScheduler method) encode() (saealib.CategoricalVariable method) (saealib.space.FeatureEncoder method) (saealib.space.GenomeCodec method) eps_cv (saealib.Comparator attribute) (saealib.Problem attribute) eps_obj (saealib.Comparator attribute) (saealib.Problem attribute) EpsilonConstraintHandler (class in saealib) EpsilonDominanceComparator (class in saealib) EpsilonDominator (class in saealib) EqualityConstraint (class in saealib) errors (saealib.space.ValidationResult attribute) eta (saealib.CrossoverIntegerSBX attribute) (saealib.CrossoverSBX attribute) (saealib.MutationPolynomial attribute) evaluate() (saealib.AccuracyEvaluator method) (saealib.AcquisitionFunction method) (saealib.BatchExpectedImprovement method) (saealib.CORSDistance method) (saealib.CubicKernel method) (saealib.EHVIAcquisition method) (saealib.EqualityConstraint method) (saealib.ExpectedImprovement method) (saealib.GaussianKernel method) (saealib.HeldOutAccuracyEvaluator method) (saealib.InequalityConstraint method) (saealib.KFoldAccuracyEvaluator method) (saealib.LinearKernel method) (saealib.LOOAccuracyEvaluator method) (saealib.LowerConfidenceBound method) (saealib.MaternKernel method) (saealib.MaxUncertainty method) (saealib.MeanPrediction method) (saealib.MultiquadricKernel method) (saealib.ParEGOAcquisition method) (saealib.ProbabilityOfFeasibility method) (saealib.Problem method) (saealib.ProductOfFeasibility method) (saealib.PymooProblem method) (saealib.RBFKernel method) (saealib.SMSEGOAcquisition method) (saealib.ThinPlateSplineKernel method) evaluate_batch() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.JoblibEvaluator method) (saealib.Problem method) (saealib.PymooProblem method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) evaluate_constraints() (saealib.Problem method) (saealib.PymooProblem method) evaluate_request() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) evaluate_with_violation() (saealib.EqualityConstraint method) (saealib.InequalityConstraint method) EvaluateAll (class in saealib) EvaluationAcknowledgeStage (class in saealib) EvaluationAdapter (class in saealib) EvaluationApplyStage (class in saealib) EvaluationCollectStage (class in saealib) EvaluationHandle (class in saealib) EvaluationPlan (class in saealib) EvaluationPlanner (class in saealib) EvaluationPlanStage (class in saealib) EvaluationQuery (class in saealib) EvaluationRequest (class in saealib) EvaluationResult (class in saealib) EvaluationSubmitStage (class in saealib) EvaluationUpdate (class in saealib) Evaluator (class in saealib) Event (class in saealib) ExecutablePlan (class in saealib.core) execute() (saealib.AcquisitionStage method) (saealib.ArchiveUpdateStage method) (saealib.AskStage method) (saealib.AsyncEvaluationSubmitStage method) (saealib.CountGenerationStage method) (saealib.EvaluationAcknowledgeStage method) (saealib.EvaluationApplyStage method) (saealib.EvaluationCollectStage method) (saealib.EvaluationPlanStage method) (saealib.EvaluationSubmitStage method) (saealib.FeedbackStage method) (saealib.InitializationStage method) (saealib.Stage method) (saealib.SurrogateFitStage method) (saealib.SurrogateOnlyLoopStage method) (saealib.SurrogatePredictStage method) (saealib.TellStage method) execute_async() (saealib.EvaluationPlanStage method) ExecutionContract (class in saealib.core) ExecutionRuntime (class in saealib.core) ExpectedImprovement (class in saealib) exponential_epsilon_schedule() (in module saealib) extend() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.Population method) extract() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) F f (saealib.Result attribute) f_target() (in module saealib) fe (saealib.Optimizer attribute) (saealib.Result attribute) FeasibilityClassificationSet (class in saealib) FeatureEncoder (class in saealib.space) FeedbackBatch (class in saealib.core.contracts) FeedbackBuilder (class in saealib) FeedbackContract (class in saealib.core.contracts) FeedbackResult (class in saealib) FeedbackStage (class in saealib) FidelityEvaluation (class in saealib) FidelityPromotion (class in saealib) find() (saealib.Pipeline method) find_duplicates() (saealib.DuplicateElimination method) fit() (saealib.ComparisonSurrogate method) (saealib.CompositeSurrogateManager method) (saealib.GlobalSurrogateManager method) (saealib.LocalSurrogateManager method) (saealib.PairwiseSurrogateManager method) (saealib.PerObjectiveSurrogate method) (saealib.RBFSurrogate method) (saealib.RegressionSurrogate method) (saealib.SklearnClassificationSurrogate method) (saealib.SklearnGPRSurrogate method) (saealib.SklearnLGBMSurrogate method) (saealib.SklearnNNSurrogate method) (saealib.SklearnRFCClassificationSurrogate method) (saealib.SklearnRFRSurrogate method) (saealib.SklearnSurrogate method) (saealib.SklearnSVCClassificationSurrogate method) (saealib.SklearnSVMSurrogate method) (saealib.SklearnXGBSurrogate method) (saealib.Surrogate method) (saealib.SurrogateManager method) (saealib.TorchSurrogate method) from_allocator() (saealib.core.contracts.ProposalBatch class method) from_dense() (saealib.core.contracts.ObservationBatch class method) from_graph() (saealib.core.StructuredGraph class method) from_problem_file() (saealib.Optimizer class method) from_state() (saealib.Result class method) from_value() (saealib.core.compiler.NodeRef class method) func (saealib.Problem attribute) G GA (class in saealib) GaussianKernel (class in saealib) gen (saealib.Optimizer attribute) (saealib.Result attribute) GenCtrlSwitcher (class in saealib) GenerationBasedStrategy (class in saealib) GenerationEndEvent (class in saealib) GenerationStartEvent (class in saealib) GenomeCodec (class in saealib.space) GenomeGA (class in saealib) GenomeInitializer (class in saealib) get() (in module saealib.registry) (saealib.Archive method) (saealib.core.AssumptionSet method) (saealib.core.StateStore method) (saealib.core.StateView method) (saealib.ParetoArchive method) (saealib.Population method) (saealib.space.ServiceRegistry method) (saealib.SurrogateAccuracy method) get_array() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) get_cache() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) get_knn() (saealib.Archive method) (saealib.ArchiveMixin method) get_readonly_value() (saealib.Individual method) get_required_attrs() (saealib.Algorithm method) (saealib.Comparator method) (saealib.DecompositionComparator method) (saealib.EpsilonDominanceComparator method) (saealib.GA method) (saealib.GenomeGA method) (saealib.HypervolumeComparator method) (saealib.NSGA2Comparator method) (saealib.NSGA3Comparator method) (saealib.ParetoComparator method) (saealib.PSO method) (saealib.PymooAlgorithm method) (saealib.RNSGA2Comparator method) (saealib.SingleObjectiveComparator method) (saealib.SPEA2Comparator method) (saealib.WeightedSumComparator method) GlobalSurrogateManager (class in saealib) gp_ucb_beta_schedule() (in module saealib) gradient() (saealib.EqualityConstraint method) (saealib.InequalityConstraint method) GradientRepairHandler (class in saealib) H handler (saealib.Problem attribute) handlers (saealib.CallbackManager attribute) has_async_work() (saealib.EvaluationPlanStage method) has_partial_lifecycle_override() (saealib.AsyncEvaluator class method) (saealib.Evaluator class method) (saealib.JoblibEvaluator class method) (saealib.SerialEvaluator class method) (saealib.ThreadPoolEvaluator class method) HeldOutAccuracyEvaluator (class in saealib) history (saealib.Result attribute) history_series() (saealib.Result method) hypervolume() (in module saealib) hypervolume_contributions() (in module saealib) HypervolumeComparator (class in saealib) I Individual (class in saealib) IndividualBasedStrategy (class in saealib) InequalityConstraint (class in saealib) InitialEvaluationEndEvent (class in saealib) InitialEvaluationStartEvent (class in saealib) InitializationStage (class in saealib) initialize() (saealib.core.ExecutionRuntime method) (saealib.GenomeInitializer method) (saealib.Initializer method) (saealib.LHSInitializer method) (saealib.RandomInitializer method) (saealib.SobolInitializer method) Initializer (class in saealib) instance_name (saealib.Optimizer attribute) integer_crossover (saealib.GA attribute) integer_mutation (saealib.GA attribute) IntegerVariable (class in saealib) is_terminated() (saealib.Termination method) IslandModel (class in saealib) items() (saealib.core.AssumptionSet method) iterate() (saealib.Optimizer method) iterate_from() (saealib.Optimizer method) J JoblibEvaluator (class in saealib) K kernel (saealib.RBFSurrogate attribute) key_attr (saealib.ArchiveMixin attribute) keys() (saealib.core.AssumptionSet method) KFoldAccuracyEvaluator (class in saealib) KNNConstraintObjectiveSet (class in saealib) KNNObjectiveSet (class in saealib) L label (saealib.Stage attribute) (saealib.SurrogatePrediction attribute) last_accuracy (saealib.SurrogateManager attribute) lb (saealib.Problem attribute) LevelBasedSet (class in saealib) LHSInitializer (class in saealib) LifecycleContract (class in saealib.core) linear_epsilon_schedule() (in module saealib) LinearKernel (class in saealib) LinearRankSelection (class in saealib) load_pickle() (saealib.Optimizer class method) LocalSurrogateManager (class in saealib) logging_generation() (in module saealib) logging_generation_hv() (in module saealib) LOOAccuracyEvaluator (class in saealib) Loop (class in saealib) LowerConfidenceBound (class in saealib) M ManagerSwitcher (class in saealib) MaternKernel (class in saealib) max_fe() (in module saealib) max_gen() (in module saealib) maximize() (in module saealib) MaxUncertainty (class in saealib) MeanPrediction (class in saealib) metadata (saealib.SurrogatePrediction attribute) metrics (saealib.SurrogateAccuracy attribute) minimize() (in module saealib) MixedFeedback (class in saealib) mod_structure() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) mod_value() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.Population method) MultiquadricKernel (class in saealib) mutate() (saealib.Mutation method) (saealib.MutationCategorical method) (saealib.MutationGaussian method) (saealib.MutationIntegerUniform method) (saealib.MutationPolynomial method) (saealib.MutationUniform method) (saealib.PymooMutation method) mutate_batch() (saealib.Mutation method) (saealib.MutationCategorical method) (saealib.MutationGaussian method) (saealib.MutationIntegerUniform method) (saealib.MutationPolynomial method) (saealib.MutationUniform method) (saealib.PymooMutation method) Mutation (class in saealib) mutation (saealib.GA attribute) MutationCategorical (class in saealib) MutationGaussian (class in saealib) MutationIntegerUniform (class in saealib) MutationPolynomial (class in saealib) MutationUniform (class in saealib) N n_children (saealib.Crossover attribute) n_features_in_ (saealib.RBFSurrogate attribute) n_init_archive (saealib.LHSInitializer attribute) (saealib.RandomInitializer attribute) (saealib.SobolInitializer attribute) n_init_population (saealib.LHSInitializer attribute) (saealib.RandomInitializer attribute) (saealib.SobolInitializer attribute) n_obj (saealib.Problem attribute) (saealib.RBFSurrogate attribute) n_parents (saealib.Crossover attribute) n_samples (saealib.SurrogateAccuracy attribute) name (saealib.Stage attribute) names() (saealib.space.ServiceRegistry method) node_by_id() (saealib.core.ComponentGraph method) (saealib.core.StructuredGraph method) NodeRef (class in saealib.core.compiler) NoFeedback (class in saealib) non_dominated_sort() (in module saealib) NonDominatedSorter (class in saealib) not_() (saealib.Termination class method) notation (saealib.Stage attribute) NSGA2Comparator (class in saealib) NSGA3Comparator (class in saealib) O objective() (saealib.SurrogatePrediction class method) ObjectSpace (class in saealib.space) ObservationBatch (class in saealib.core.contracts) offered_capabilities() (saealib.execution.RuntimeRegistration method) (saealib.execution.RuntimeRegistry method) offspring (saealib.AcquisitionEndEvent attribute) (saealib.AcquisitionStartEvent attribute) (saealib.PostEvaluationEvent attribute) on_generation_end() (saealib.CompositeSurrogateManager method) (saealib.ConstraintHandler method) (saealib.EpsilonConstraintHandler method) (saealib.GlobalSurrogateManager method) (saealib.GradientRepairHandler method) (saealib.LocalSurrogateManager method) (saealib.PairwiseSurrogateManager method) (saealib.StaticToleranceHandler method) (saealib.SurrogateManager method) OptimizationStrategy (class in saealib) Optimizer (class in saealib) P pairwise() (saealib.CubicKernel method) (saealib.GaussianKernel method) (saealib.LinearKernel method) (saealib.MaternKernel method) (saealib.MultiquadricKernel method) (saealib.RBFKernel method) (saealib.ThinPlateSplineKernel method) PairwiseComparisonSet (class in saealib) PairwiseSurrogateManager (class in saealib) ParEGOAcquisition (class in saealib) parent_selection (saealib.GA attribute) ParentSelection (class in saealib) ParetoArchive (class in saealib) ParetoComparator (class in saealib) ParetoDominator (class in saealib) ParetoMixin (class in saealib) PartSpec (class in saealib.core) PBIDecomposition (class in saealib) pending_candidate_ids() (saealib.execution.AsyncEvaluationScheduler method) PendingEvaluation (class in saealib) PermutationSpace (class in saealib.space) PerObjectiveSurrogate (class in saealib) Pipeline (class in saealib) plan() (saealib.EvaluateAll method) (saealib.EvaluationPlanner method) (saealib.FidelityEvaluation method) (saealib.FidelityPromotion method) (saealib.RatioEvaluation method) (saealib.RepeatedEvaluation method) (saealib.TopKEvaluation method) plan_replicates() (saealib.RepeatedEvaluation method) poll() (saealib.execution.AsyncEvaluationScheduler method) poll_result() (saealib.execution.AsyncEvaluationScheduler method) PollResult (class in saealib.execution) polynomial_degree (saealib.RBFSurrogate attribute) popsize (saealib.Optimizer attribute) Population (class in saealib) PopulationAttribute (class in saealib) PortContract (class in saealib.core) PortSpec (class in saealib.core) post_crossover() (saealib.Crossover method) (saealib.CrossoverBLXAlpha method) (saealib.CrossoverCategorical method) (saealib.CrossoverIntegerSBX method) (saealib.CrossoverOnePoint method) (saealib.CrossoverSBX method) (saealib.CrossoverTwoPoint method) (saealib.CrossoverUniform method) (saealib.PymooCrossover method) post_crossover_batch() (saealib.Crossover method) (saealib.CrossoverBLXAlpha method) (saealib.CrossoverCategorical method) (saealib.CrossoverIntegerSBX method) (saealib.CrossoverOnePoint method) (saealib.CrossoverSBX method) (saealib.CrossoverTwoPoint method) (saealib.CrossoverUniform method) (saealib.PymooCrossover method) post_fit() (saealib.ComparisonSurrogate method) (saealib.PerObjectiveSurrogate method) (saealib.RBFSurrogate method) (saealib.RegressionSurrogate method) (saealib.SklearnClassificationSurrogate method) (saealib.SklearnGPRSurrogate method) (saealib.SklearnLGBMSurrogate method) (saealib.SklearnNNSurrogate method) (saealib.SklearnRFCClassificationSurrogate method) (saealib.SklearnRFRSurrogate method) (saealib.SklearnSurrogate method) (saealib.SklearnSVCClassificationSurrogate method) (saealib.SklearnSVMSurrogate method) (saealib.SklearnXGBSurrogate method) (saealib.Surrogate method) (saealib.TorchSurrogate method) post_mutation() (saealib.Mutation method) (saealib.MutationCategorical method) (saealib.MutationGaussian method) (saealib.MutationIntegerUniform method) (saealib.MutationPolynomial method) (saealib.MutationUniform method) (saealib.PymooMutation method) post_mutation_batch() (saealib.Mutation method) (saealib.MutationCategorical method) (saealib.MutationGaussian method) (saealib.MutationIntegerUniform method) (saealib.MutationPolynomial method) (saealib.MutationUniform method) (saealib.PymooMutation method) PostAskEvent (class in saealib) PostCrossoverEvent (class in saealib) PostEvaluationEvent (class in saealib) PostMutationEvent (class in saealib) PostSurrogateFitEvent (class in saealib) predict() (saealib.ComparisonSurrogate method) (saealib.CompositeSurrogateManager method) (saealib.GlobalSurrogateManager method) (saealib.LocalSurrogateManager method) (saealib.PairwiseSurrogateManager method) (saealib.PerObjectiveSurrogate method) (saealib.RBFSurrogate method) (saealib.RegressionSurrogate method) (saealib.SklearnClassificationSurrogate method) (saealib.SklearnGPRSurrogate method) (saealib.SklearnLGBMSurrogate method) (saealib.SklearnNNSurrogate method) (saealib.SklearnRFCClassificationSurrogate method) (saealib.SklearnRFRSurrogate method) (saealib.SklearnSurrogate method) (saealib.SklearnSVCClassificationSurrogate method) (saealib.SklearnSVMSurrogate method) (saealib.SklearnXGBSurrogate method) (saealib.Surrogate method) (saealib.SurrogateManager method) (saealib.TorchSurrogate method) predict_proba() (saealib.ComparisonSurrogate method) (saealib.SklearnClassificationSurrogate method) (saealib.SklearnRFCClassificationSurrogate method) (saealib.SklearnSVCClassificationSurrogate method) PredictedFeedback (class in saealib) prepare() (saealib.AcquisitionFunction method) (saealib.BatchExpectedImprovement method) (saealib.CORSDistance method) (saealib.EHVIAcquisition method) (saealib.ExpectedImprovement method) (saealib.LowerConfidenceBound method) (saealib.MaxUncertainty method) (saealib.MeanPrediction method) (saealib.ParEGOAcquisition method) (saealib.ProbabilityOfFeasibility method) (saealib.ProductOfFeasibility method) (saealib.SMSEGOAcquisition method) prepare_population() (saealib.Comparator method) (saealib.DecompositionComparator method) (saealib.EpsilonDominanceComparator method) (saealib.HypervolumeComparator method) (saealib.NSGA2Comparator method) (saealib.NSGA3Comparator method) (saealib.ParetoComparator method) (saealib.RNSGA2Comparator method) (saealib.SingleObjectiveComparator method) (saealib.SPEA2Comparator method) (saealib.WeightedSumComparator method) PreSelectionStrategy (class in saealib) prob (saealib.Crossover attribute) (saealib.CrossoverBLXAlpha attribute) (saealib.CrossoverCategorical attribute) (saealib.CrossoverIntegerSBX attribute) (saealib.CrossoverOnePoint attribute) (saealib.CrossoverSBX attribute) (saealib.CrossoverTwoPoint attribute) (saealib.CrossoverUniform attribute) (saealib.Mutation attribute) (saealib.MutationCategorical attribute) (saealib.MutationGaussian attribute) (saealib.MutationIntegerUniform attribute) (saealib.MutationPolynomial attribute) (saealib.MutationUniform attribute) prob_var (saealib.CrossoverIntegerSBX attribute) (saealib.CrossoverSBX attribute) (saealib.Mutation attribute) (saealib.MutationCategorical attribute) (saealib.MutationGaussian attribute) (saealib.MutationIntegerUniform attribute) (saealib.MutationPolynomial attribute) (saealib.MutationUniform attribute) ProbabilityOfFeasibility (class in saealib) Problem (class in saealib) problem (saealib.Optimizer attribute) product_combine() (in module saealib) ProductOfFeasibility (class in saealib) ProposalBatch (class in saealib.core.contracts) PSO (class in saealib) PymooAlgorithm (class in saealib) PymooCrossover (class in saealib) PymooMutation (class in saealib) PymooProblem (class in saealib) R R2Score (class in saealib) RandomInitializer (class in saealib) randomize_ties (saealib.TruncationSelection attribute) rank_population() (saealib.Comparator method) (saealib.DecompositionComparator method) (saealib.EpsilonDominanceComparator method) (saealib.HypervolumeComparator method) (saealib.NSGA2Comparator method) (saealib.NSGA3Comparator method) (saealib.ParetoComparator method) (saealib.RNSGA2Comparator method) (saealib.SingleObjectiveComparator method) (saealib.SPEA2Comparator method) (saealib.WeightedSumComparator method) rank_weighted_combine() (in module saealib) RatioEvaluation (class in saealib) RBFKernel (class in saealib) RBFSurrogate (class in saealib) reattach() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.execution.AsyncEvaluationScheduler method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) ReferencePointComparisonSet (class in saealib) register() (in module saealib) (saealib.CallbackManager method) (saealib.CheckpointCallback method) (saealib.execution.RuntimeRegistry method) (saealib.space.ServiceRegistry method) registrations() (saealib.execution.RuntimeRegistry method) RegressionSurrogate (class in saealib) reorder() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.Population method) repair() (saealib.CategoricalVariable method) (saealib.ConstraintHandler method) (saealib.ContinuousVariable method) (saealib.EpsilonConstraintHandler method) (saealib.GradientRepairHandler method) (saealib.IntegerVariable method) (saealib.Problem method) (saealib.PymooProblem method) (saealib.StaticToleranceHandler method) (saealib.Variable method) repair_clipping() (in module saealib) Repeat (class in saealib) RepeatedEvaluation (class in saealib) replace() (saealib.CallbackManager method) (saealib.execution.RuntimeRegistry method) (saealib.Pipeline method) ReplicateSummary (class in saealib) RepresentationSpec (class in saealib.core.contracts) require() (saealib.space.ServiceRegistry method) reserved_cost() (saealib.execution.AsyncEvaluationScheduler method) reserved_fe() (saealib.execution.AsyncEvaluationScheduler method) resolve() (saealib.CubicKernel method) (saealib.GaussianKernel method) (saealib.LinearKernel method) (saealib.MaternKernel method) (saealib.MultiquadricKernel method) (saealib.RBFKernel method) (saealib.ThinPlateSplineKernel method) resolve_defaults() (saealib.Optimizer method) resolved_kernel (saealib.RBFSurrogate attribute) resolved_polynomial_degree (saealib.RBFSurrogate attribute) Result (class in saealib) result (saealib.AcquisitionEndEvent attribute) RMSE (class in saealib) RNSGA2Comparator (class in saealib) rtol (saealib.ArchiveMixin attribute) run() (saealib.IslandModel method) (saealib.Optimizer method) run_from() (saealib.Optimizer method) RunEndEvent (class in saealib) RunStartEvent (class in saealib) RuntimeFactory (class in saealib.execution) RuntimeRegistration (class in saealib.execution) RuntimeRegistry (class in saealib.execution) S SaealibError sample() (saealib.space.ObjectSpace method) (saealib.space.PermutationSpace method) (saealib.space.SamplingService method) (saealib.space.SearchSpace method) (saealib.space.SequenceSpace method) (saealib.space.VectorSpace method) SamplingService (class in saealib.space) save_pickle() (saealib.Optimizer method) save_preset() (saealib.Optimizer method) score() (saealib.CORSDistance method) (saealib.EHVIAcquisition method) (saealib.ExpectedImprovement method) (saealib.LowerConfidenceBound method) (saealib.MaxUncertainty method) (saealib.MeanPrediction method) (saealib.ParEGOAcquisition method) (saealib.ProbabilityOfFeasibility method) (saealib.ProductOfFeasibility method) (saealib.SMSEGOAcquisition method) SearchSpace (class in saealib.space) seed (saealib.LHSInitializer attribute) (saealib.Optimizer attribute) (saealib.RandomInitializer attribute) (saealib.SobolInitializer attribute) select() (saealib.LinearRankSelection method) (saealib.ParentSelection method) (saealib.SequentialSelection method) (saealib.SurvivorSelection method) (saealib.TournamentSelection method) (saealib.TruncationSelection method) select_channel() (saealib.SurrogatePrediction method) SequenceSpace (class in saealib.space) SequentialSelection (class in saealib) SerialEvaluator (class in saealib) ServiceRegistry (class in saealib.space) set_acquisition() (saealib.Optimizer method) set_algorithm() (saealib.Optimizer method) set_async_evaluation_scheduler() (saealib.Optimizer method) set_cache() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) set_evaluation_planner() (saealib.Optimizer method) set_evaluator() (saealib.Optimizer method) set_feedback_builder() (saealib.Optimizer method) set_history() (saealib.Optimizer method) set_initializer() (saealib.Optimizer method) set_instance_name() (saealib.Optimizer method) set_preset() (saealib.Optimizer method) set_seed() (saealib.Optimizer method) set_strategy() (saealib.Optimizer method) set_surrogate() (saealib.Optimizer method) set_surrogate_manager() (saealib.Optimizer method) set_termination() (saealib.Optimizer method) sigma (saealib.MutationGaussian attribute) SingleObjectiveComparator (class in saealib) SklearnClassificationSurrogate (class in saealib) SklearnGPRSurrogate (class in saealib) SklearnLGBMSurrogate (class in saealib) SklearnNNSurrogate (class in saealib) SklearnRFCClassificationSurrogate (class in saealib) SklearnRFRSurrogate (class in saealib) SklearnSurrogate (class in saealib) SklearnSVCClassificationSurrogate (class in saealib) SklearnSVMSurrogate (class in saealib) SklearnXGBSurrogate (class in saealib) smoothed_error (saealib.GenCtrlSwitcher attribute) SMSEGOAcquisition (class in saealib) SobolInitializer (class in saealib) solver (saealib.RBFSurrogate attribute) sort_population() (saealib.Comparator method) (saealib.DecompositionComparator method) (saealib.EpsilonDominanceComparator method) (saealib.HypervolumeComparator method) (saealib.NSGA2Comparator method) (saealib.NSGA3Comparator method) (saealib.ParetoComparator method) (saealib.RNSGA2Comparator method) (saealib.SingleObjectiveComparator method) (saealib.SPEA2Comparator method) (saealib.WeightedSumComparator method) spea2_fitness() (in module saealib) SPEA2Comparator (class in saealib) SpearmanCorrelation (class in saealib) Stage (class in saealib) stages (saealib.Stage attribute) stalled() (in module saealib) StateBinding (class in saealib.core.compiler) StateContract (class in saealib.core) StatePatch (class in saealib.core) StateStore (class in saealib.core) StateView (class in saealib.core) StaticToleranceHandler (class in saealib) SteadyStateStrategy (class in saealib) step() (saealib.DirectStrategy method) (saealib.GenerationBasedStrategy method) (saealib.IndividualBasedStrategy method) (saealib.OptimizationStrategy method) (saealib.PreSelectionStrategy method) (saealib.SteadyStateStrategy method) strategy (saealib.Optimizer attribute) StrategySwitcher (class in saealib) StructuredGraph (class in saealib.core) StructuredRegion (class in saealib.core) submit() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.execution.AsyncEvaluationScheduler method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) supports_batch_rollback() (saealib.AsyncEvaluator method) (saealib.Evaluator method) (saealib.JoblibEvaluator method) (saealib.SerialEvaluator method) (saealib.ThreadPoolEvaluator method) Surrogate (class in saealib) surrogate (saealib.Optimizer attribute) (saealib.PostSurrogateFitEvent attribute) SurrogateAccuracy (class in saealib) SurrogateAccuracyMetric (class in saealib) SurrogateEndEvent (class in saealib) SurrogateFitStage (class in saealib) SurrogateManager (class in saealib) SurrogateOnlyLoopStage (class in saealib) SurrogatePrediction (class in saealib) SurrogatePredictStage (class in saealib) SurrogateStartEvent (class in saealib) survivor_selection (saealib.GA attribute) SurvivorSelection (class in saealib) swap_rate (saealib.CrossoverUniform attribute) switch() (saealib.AccuracyBasedSurrogateSwitcher method) (saealib.GenCtrlSwitcher method) (saealib.ManagerSwitcher method) (saealib.StrategySwitcher method) T take() (saealib.core.contracts.ProposalBatch method) TchebycheffDecomposition (class in saealib) tell() (saealib.Algorithm method) (saealib.GA method) (saealib.GenomeGA method) (saealib.PSO method) (saealib.PymooAlgorithm method) TellStage (class in saealib) Termination (class in saealib) termination (saealib.Optimizer attribute) TerminationCondition (class in saealib) ThinPlateSplineKernel (class in saealib) ThreadPoolEvaluator (in module saealib) to_pseudocode() (saealib.AcquisitionStage method) (saealib.ArchiveUpdateStage method) (saealib.AskStage method) (saealib.AsyncEvaluationSubmitStage method) (saealib.Branch method) (saealib.CountGenerationStage method) (saealib.EvaluationAcknowledgeStage method) (saealib.EvaluationApplyStage method) (saealib.EvaluationCollectStage method) (saealib.EvaluationPlanStage method) (saealib.EvaluationSubmitStage method) (saealib.FeedbackStage method) (saealib.InitializationStage method) (saealib.Loop method) (saealib.Pipeline method) (saealib.Repeat method) (saealib.Stage method) (saealib.SurrogateFitStage method) (saealib.SurrogateOnlyLoopStage method) (saealib.SurrogatePredictStage method) (saealib.TellStage method) to_spec() (in module saealib.registry) to_text() (saealib.AcquisitionStage method) (saealib.ArchiveUpdateStage method) (saealib.AskStage method) (saealib.AsyncEvaluationSubmitStage method) (saealib.Branch method) (saealib.CountGenerationStage method) (saealib.EvaluationAcknowledgeStage method) (saealib.EvaluationApplyStage method) (saealib.EvaluationCollectStage method) (saealib.EvaluationPlanStage method) (saealib.EvaluationSubmitStage method) (saealib.FeedbackStage method) (saealib.InitializationStage method) (saealib.Loop method) (saealib.Pipeline method) (saealib.Repeat method) (saealib.Stage method) (saealib.SurrogateFitStage method) (saealib.SurrogateOnlyLoopStage method) (saealib.SurrogatePredictStage method) (saealib.TellStage method) TopKBipartitionSet (class in saealib) TopKEvaluation (class in saealib) TorchSurrogate (class in saealib) TournamentSelection (class in saealib) train_f (saealib.PostSurrogateFitEvent attribute) train_x (saealib.PostSurrogateFitEvent attribute) (saealib.TrainingData attribute) train_y (saealib.TrainingData attribute) TrainingData (class in saealib) TrainingSet (class in saealib) transform() (saealib.EvaluationAdapter method) TrueOnlyFeedback (class in saealib) truncate() (saealib.Archive method) (saealib.ArchiveMixin method) (saealib.ParetoArchive method) (saealib.Population method) TruncationSelection (class in saealib) U ub (saealib.Problem attribute) uniform_weight_vectors() (in module saealib) unregister() (saealib.CallbackManager method) (saealib.execution.RuntimeRegistry method) update_array() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) update_rows() (saealib.Archive method) (saealib.ParetoArchive method) (saealib.Population method) update_value() (saealib.Individual method) V v_max (saealib.PSO attribute) valid_mask (saealib.space.ValidationResult attribute) validate() (saealib.core.StructuredGraph method) (saealib.CubicKernel method) (saealib.GaussianKernel method) (saealib.LinearKernel method) (saealib.MaternKernel method) (saealib.MultiquadricKernel method) (saealib.Optimizer method) (saealib.RBFKernel method) (saealib.space.ObjectSpace method) (saealib.space.PermutationSpace method) (saealib.space.SearchSpace method) (saealib.space.SequenceSpace method) (saealib.space.ValidationService method) (saealib.space.VectorSpace method) (saealib.ThinPlateSplineKernel method) ValidationError ValidationResult (class in saealib.space) ValidationService (class in saealib.space) values() (saealib.core.AssumptionSet method) Variable (class in saealib) variables (saealib.Problem attribute) variation_execution (saealib.GA attribute) VectorSpace (class in saealib.space) view() (saealib.core.StateStore method) violation() (saealib.EqualityConstraint method) (saealib.InequalityConstraint method) violation_from_value() (saealib.EqualityConstraint method) (saealib.InequalityConstraint method) W w (saealib.PSO attribute) WeightedSumComparator (class in saealib) WeightedSumDecomposition (class in saealib) weights (saealib.Comparator attribute) well_formedness() (saealib.core.ComponentGraph method) (saealib.core.StructuredGraph method) with_body() (saealib.core.StructuredRegion method) with_contract_snapshot() (saealib.core.compiler.ComponentNode method) with_on_generation_end() (saealib.CompositeSurrogateManager method) (saealib.GlobalSurrogateManager method) (saealib.LocalSurrogateManager method) (saealib.PairwiseSurrogateManager method) (saealib.SurrogateManager method) with_post() (saealib.Crossover method) (saealib.CrossoverBLXAlpha method) (saealib.CrossoverCategorical method) (saealib.CrossoverIntegerSBX method) (saealib.CrossoverOnePoint method) (saealib.CrossoverSBX method) (saealib.CrossoverTwoPoint method) (saealib.CrossoverUniform method) (saealib.Mutation method) (saealib.MutationCategorical method) (saealib.MutationGaussian method) (saealib.MutationIntegerUniform method) (saealib.MutationPolynomial method) (saealib.MutationUniform method) (saealib.PymooCrossover method) (saealib.PymooMutation method) with_post_fit() (saealib.ComparisonSurrogate method) (saealib.PerObjectiveSurrogate method) (saealib.RBFSurrogate method) (saealib.RegressionSurrogate method) (saealib.SklearnClassificationSurrogate method) (saealib.SklearnGPRSurrogate method) (saealib.SklearnLGBMSurrogate method) (saealib.SklearnNNSurrogate method) (saealib.SklearnRFCClassificationSurrogate method) (saealib.SklearnRFRSurrogate method) (saealib.SklearnSurrogate method) (saealib.SklearnSVCClassificationSurrogate method) (saealib.SklearnSVMSurrogate method) (saealib.SklearnXGBSurrogate method) (saealib.Surrogate method) (saealib.TorchSurrogate method) with_resolved_services() (saealib.core.compiler.ComponentNode method) X x (saealib.Result attribute) (saealib.SurrogatePrediction attribute)
