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saealib 0.1.0b4 documentation
saealib 0.1.0b4 documentation
  • Getting Started
    • What is saealib
    • Installation
    • Quickstart
  • User Guide
    • アーキテクチャ
  • Tutorials
    • 単目的最適化
    • 多目的最適化
    • 制約付き最適化
    • 獲得関数の選択
    • コールバックによる進捗の監視
    • カスタムコンポーネント
  • API Reference
    • High-Level API
      • saealib.Result
    • Optimizer
      • saealib.Optimizer
    • Problem
      • saealib.Problem
      • saealib.Constraint
    • Population
      • saealib.Population
      • saealib.Individual
      • saealib.Archive
      • saealib.ArchiveMixin
      • saealib.PopulationAttribute
    • Algorithms
      • saealib.Algorithm
      • saealib.GA
      • saealib.PSO
    • Operators
      • saealib.Crossover
      • saealib.CrossoverBLXAlpha
      • saealib.CrossoverSBX
      • saealib.CrossoverUniform
      • saealib.CrossoverOnePoint
      • saealib.CrossoverTwoPoint
      • saealib.Mutation
      • saealib.MutationUniform
      • saealib.MutationPolynomial
      • saealib.MutationGaussian
      • saealib.ParentSelection
      • saealib.TournamentSelection
      • saealib.SequentialSelection
      • saealib.RouletteWheelSelection
      • saealib.SurvivorSelection
      • saealib.TruncationSelection
    • Surrogate Models
      • saealib.Surrogate
      • saealib.SurrogatePrediction
      • saealib.SurrogateManager
      • saealib.GlobalSurrogateManager
      • saealib.LocalSurrogateManager
      • saealib.EnsembleSurrogateManager
      • saealib.RBFsurrogate
    • Acquisition Functions
      • saealib.AcquisitionFunction
      • saealib.ExpectedImprovement
      • saealib.LowerConfidenceBound
      • saealib.MaxUncertainty
      • saealib.MeanPrediction
      • saealib.ProbabilityOfFeasibility
    • Optimization Strategies
      • saealib.OptimizationStrategy
      • saealib.GenerationBasedStrategy
      • saealib.IndividualBasedStrategy
      • saealib.PreSelectionStrategy
    • Initialization
      • saealib.Initializer
      • saealib.LHSInitializer
    • Termination
      • saealib.Termination
    • Callbacks
      • saealib.Event
      • saealib.RunStartEvent
      • saealib.RunEndEvent
      • saealib.GenerationStartEvent
      • saealib.GenerationEndEvent
      • saealib.SurrogateStartEvent
      • saealib.SurrogateEndEvent
      • saealib.PostCrossoverEvent
      • saealib.PostMutationEvent
      • saealib.PostAskEvent
      • saealib.PostSurrogateFitEvent
      • saealib.PostEvaluationEvent
      • saealib.CallbackManager
    • Utilities

Versions

  • v0.1.0b1
  • v0.1.0b2
  • v0.1.0b3
  • v0.1.0b4
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Problem¶

saealib.Problem

Definition of optimization problem.

saealib.Constraint

A single inequality constraint: g(x) <= threshold.
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