Optimizers

Optimizers perform the actual task minimization. Several optimizers are started in parallel by GloMPO. The optimizer classes here are either implementations or wrappers around optimization algorithms.

Table of Contents

• Optimizer Return Type
  • MinimizeResult
• Abstract Base Optimizer
  • BaseOptimizer
    • BaseOptimizer.is_restart
    • BaseOptimizer.opt_id
    • BaseOptimizer.checkpoint_load()
    • BaseOptimizer.minimize()
    • BaseOptimizer.check_messages()
    • BaseOptimizer.message_manager()
    • BaseOptimizer.callstop()
    • BaseOptimizer.checkpoint_save()
    • BaseOptimizer.inject()
• Adaptive Rate Monte Carlo Optimizer
  • ARMCOptimizer
    • ARMCOptimizer.bounds
    • ARMCOptimizer.checkpoint_save()
    • ARMCOptimizer.minimize()
    • ARMCOptimizer.move()
    • ARMCOptimizer.phi_apply()
    • ARMCOptimizer.phi_update()
• CMA-ES
  • CMAOptimizer
    • CMAOptimizer.checkpoint_load()
    • CMAOptimizer.checkpoint_save()
    • CMAOptimizer.minimize()
• Nevergrad
  • Nevergrad
• SciPy Optimize
  • Scipy
• Grid-wise Evaluation ‘Optimizer’
  • SimpleGridOptimizer
• Random ‘Optimizer’
  • RandomOptimizer