attic/smashy/experiments_aux/evaluation.md

In mlr-org/miesmuschel: Mixed Integer Evolution Strategies

How does SMASHY evaluation work?

Relevant File Contents

• miesmuschel: depends on special paradox branch: remotes::install_github("mlr-org/paradox@expression_params").
• optim2.R: Bridge between miesmuschel and everything else:
  • get_searchspace(): search spaces
  • suggested_meta_domain: meta-domain
  • setup_smashy(): Creates a setup OptimizerSmashy instance from given metaconfig
  • get_meta_objective(): Creates an objective function that returns performance values
  • get_meta_objective_from_surrogate(): Creates objective function from surrogate object, using available meta-information
• load_objectives2.R: Less important than it used to be.
  • evaluate_miesmuschel(): Is an objective function that takes only atomic inputs, to be called by parallelization.
• mbo.R: To be called by commandline, does the optimization.
• optim2demo.R: demo objectives
• optim_experiments.R: Interactive experiments with optimization

mlr-org/miesmuschel documentation built on April 5, 2025, 6:08 p.m.