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Amplify-BBOpt documentation
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πŸš€ 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

  • 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

πŸ“– Reference

  • Changelog
  • API Reference
    • Class
      • AmplifyModel
      • BinaryVariable
      • BlackBoxFuncBase
      • Dataset
      • DiscreteVariable
      • DiscretizationMethod
      • DiscretizationSpec
      • FlattenedSolution
      • EncodingMethod
      • EncodingInfo
      • ExpScaler
      • KMTrainer
      • IntegerVariable
      • IterationResult
      • FMTrainer
      • Optimizer
      • RealVariable
      • Solution
      • SurrogateModel
      • 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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FunctionsΒΆ

amplify_bbopt.blackbox

Wraps a function into a black-box function class.

amplify_bbopt.decode_values

Decode the values using the encoding information.

amplify_bbopt.encode_constraints

Encode the constraints using the provided mapping.

amplify_bbopt.encode_input

Encode the input dataset using the provided variable encodings.

amplify_bbopt.encode_variables

Generate encoding information for the given variables.

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