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Amplify-BBOpt documentation
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🚀 Getting started

  • About Amplify-BBOpt
  • Quick Start
  • Overview of Amplify-BBOpt

🌱 Basic

  • Creating Decision Variables
  • Defining the Objective Function
  • Running the Optimization
  • Evaluating Results

🌻 Advanced

  • Multi-objective optimization
    • Dynamic weight adjustment
    • Dependencies between objective functions
  • Improving Surrogate Model Performance
  • Constraint Conditions
  • Variable Conversion
  • Customizing the Optimization Cycle
  • Customizing Logging

🧩 Examples

  • Optimization Example of a Test Function
  • Maximizing Production Efficiency in a Chemical Plant

📖 Reference

  • Changelog
  • API Reference
    • Class
      • AmplifyModel
      • BinaryVariable
      • BlackBoxFuncBase
      • Dataset
      • DiscreteVariable
      • DiscretizationMethod
      • DiscretizationSpec
      • FlattenedSolution
      • EncodingMethod
      • EncodingInfo
      • ExpScaler
      • KernelModel
      • KMTrainer
      • IntegerVariable
      • IterationResult
      • FMTrainer
      • MultiOptimizer
      • Optimizer
      • RealVariable
      • Solution
      • SurrogateModel
      • TorchFM
      • Variable
    • Functions
      • blackbox
      • decode_values
      • encode_constraints
      • encode_input
      • encode_variables
    • Misc.
      • __version__
      • AMPLIFY_BBOPT_LOG_FORMATTER
      • AMPLIFY_BBOPT_LOGGER_NAME
  • Index
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API Reference¶

  • Class
    • AmplifyModel
    • BinaryVariable
    • BlackBoxFuncBase
    • Dataset
    • DiscreteVariable
    • DiscretizationMethod
    • DiscretizationSpec
    • FlattenedSolution
    • EncodingMethod
    • EncodingInfo
    • ExpScaler
    • KernelModel
    • KMTrainer
    • IntegerVariable
    • IterationResult
    • FMTrainer
    • MultiOptimizer
    • Optimizer
    • RealVariable
    • Solution
    • SurrogateModel
    • TorchFM
    • Variable
  • Functions
    • blackbox
    • decode_values
    • encode_constraints
    • encode_input
    • encode_variables
  • Misc.
    • __version__
    • AMPLIFY_BBOPT_LOG_FORMATTER
    • AMPLIFY_BBOPT_LOGGER_NAME
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