Class Hierarchy

• comocma.como.FitFun: Define a callable multiobjective function from single objective ones.
• comocma.hv.HyperVolume: Hypervolume computation based on variant 3 of the algorithm in the paper: C.
• comocma.como.IndicatorFront: with `hypervolume_improvement` method based on a varying empirical front.
• comocma.hv.MultiList: A special data structure needed by FonsecaHyperVolume.
• comocma.hv.MultiList.Node
• object: The most base type
  • cma.interfaces.BaseDataLogger: abstract base class for a data logger that can be used with an `OOOptimizer`.
    • comocma.sofomore_logger.SofomoreDataLogger: data logger for class `CMAEvolutionStrategy`.
  • cma.interfaces.OOOptimizer: abstract base class for an Object Oriented Optimizer interface.
    • cma.evolution_strategy.CMAEvolutionStrategy: CMA-ES stochastic optimizer class with ask-and-tell interface.
      • comocma.como.CmaKernel: inheriting from the `cma.CMAEvolutionStrategy` class, by adding the property `incumbent`, the attributes `objective_values` and `_last_offspring_f_values`.
    • comocma.como.Sofomore: Sofomore framework for multiobjective optimization, with the ask-and-tell interface.
  • list: list() -> new empty list list(iterable) -> new list initialized from iterable's items
    • comocma.nondominatedarchive.NonDominatedList: A list of objective values in an empirical Pareto front, meaning that no point strictly domminates another one in all objectives.