ParMOO API

Modules:

• Basic ParMOO Classes/Objects
  • ParMOO Core
  • Parallel Solvers using the libE_MOOP Class
• Embedder Classes for Custom Variable Types
  • Embedder
  • Default Embedders
• SimulationDatabase Classes for ParMOO’s Multiobjective Database
  • SimulationDatabase (ABC)
  • NumpyDatabase (default implementation)
• Acquisition Functions
  • AcquisitionFunction (ABC)
  • Weighted Sum Methods
  • Epsilon Constraint Methods
• Surrogate Optimizers
  • SurrogateOptimizer
  • Pattern Search Techniques (gradient-free)
  • Random Search Techniques (gradient-free)
  • L-BFGS-B Variations (gradient-based)
• Search Techniques
  • GlobalSearch
  • Latin Hypercube Sampling
• Surrogate Functions
  • SurrogateFunction
  • Gaussian Process (RBF) Models
  • Polynomial Models
• Built-in Problem Libraries and Custom Problem Templates
  • Simulation Templates (ABCs)
  • Objective Functions
  • Constraint Functions
• The DTLZ Problem Library
  • DTLZ Problems as Simulations
  • DTLZ Problems as Objectives
• Extra Developer Tools
  • Utilities
• The Interactive Visualization (viz) Library
  • Public Plotting Functions Running in Python Plotly and Dash
  • Other Private Classes and Functions