GlennOPT
1.4.5

Notes

  • Installation
    • Installation via Pip
    • Installation via Source
  • Optimizers
    • SODE - Single Objective Differential Evolution
    • NSGA3 / NSGA-III- Non-Dominated Sorting Genetic Algorithm
    • NSGA3_ML - Non-Dominated Sorting Genetic Algorithm with Machine Learning Surrogate
    • NSOPT - Non-Dominated sorting optimization using Scipy

Package Reference

  • GlennOPT base classes
    • Individual Class
    • Optimizer Base Class
    • Parameter Class
  • Single Objective Differential Evolution (SODE)
    • SODE
    • random()
    • selection_type
  • Non-dominated sorting genetic algorithm (NSGA-III)
    • NSGA3
    • random()
  • Non-dominated sorting genetic algorithm (NSGA-III) with Machine Learning Surrogate
    • NSGA3_ML
  • Non-dominated sorting optmization with Scipy
    • NSOPT
    • surrogate_objective_func()
  • GlennOPT Helpers
    • Converting to Numpy Array
    • Copy
    • Mutations
    • Non Dominated Sorting
    • Parallel Settings
    • Population Distance
    • Post Processing
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