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VERSION 0.6.0

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@blankjul blankjul released this 31 Jul 20:53
· 156 commits to main since this release
  • Breaking changes: Factory methods have been deprecated or deactivated (because of maintenance overhead and hiding of constructor parameters)
  • New Problems: DF (for dynamic optimization)
  • New Algorithms: G3-PCX, SMS-EMOA, RVEA, AGE-MOEA2, DNSGA2
  • Mixed Variable Optimization: Improved support for mixed variable optimization.
  • Hyperparameter Tuning: Basic interface for hyperparameter tuning
  • Constrained Handling: Improved tutorial explaining how constrained can be handled within different kinds of algorithms
  • New Termination Criteria: The implementation now requires returning a floating point number. It is initialized by zero, and a one indicates the algorithm has terminated. This also allows activating a progress bar.
  • New Parallelization: The interface has been changed and a class for running a parallel evaluation has been defined.