Roadmap

Please see the CHANGELOG.md for a history of feature implementations.

Future features, in no particular order of priority:

• Documentation

  • add write-up on probes

  • more recipes for common use cases in “cookbook”

  • technical report

• Checkpoint / restart support

• Asynchronous multiobjective optimization

• Hall of fame

• Rule systems

  • Mich Approach

  • Pitt Approach

• Koza-style Genetic Programming (GP)

• Estimation of Distribution Algorithms (EDA)

  • Covariance Matrix Adaptation Evolution Strategy (CMA-ES)

  • Population-based Incremental Learning (PBIL)

  • Bayesian Optimization Algorithm (BOA)