Changing Log

Version: 0.0.81

• Add a new optimizer class called Simultaneous Perturbation Stochastic Approximation (SPSA):

  • https://github.com/jgomezdans/spsa

Version: 0.0.80

• Fix a bug for the optimizer class CCPSO2:

  • https://github.com/Evolutionary-Intelligence/pypop/commit/7f26d5c86a2e728bac8dc3c6e561c13c90e47519

Version: 0.0.79

• Remove the installation dependency on torch according to suggestion of TimOrtkamp:

  • https://github.com/Evolutionary-Intelligence/pypop/discussions/181

• Add a new case for online documentation of applications:

  • https://openreview.net/forum?id=eQerjHehcM

Version: 0.0.78

• Fix errors of both optimizer classes (HCC and COCMA) owing to recent update of optimizer class CMAES:

  • https://github.com/Evolutionary-Intelligence/pypop/commit/0ffa8e0671f40a714f9294d85490b6b654bf4b16 (for HCC)

  • https://github.com/Evolutionary-Intelligence/pypop/commit/95d9c53dc0c4898cc73b13b229f8072825f78a24 (for COCMA)

• Add reference for online documentation of tutorials:

  • https://github.com/Evolutionary-Intelligence/DistributedEvolutionaryComputation

• Update np.alltrue to np.all for optimizer class CCPSO2:

  • https://github.com/Evolutionary-Intelligence/pypop/pull/177/commits/900c87353ac78ab27bf0f75f12a1267eb915ef69

  • https://numpy.org/devdocs/release/1.25.0-notes.html

    • np.alltrue is deprecated. Use np.all instead.

• Add a new case for online documentation of applications:

  • https://github.com/jeancroy/RP-fit

Version: 0.0.77

• Fix error of optimizer class LAMCTS owing to recent update of optimizer class CMAES:

  • https://github.com/Evolutionary-Intelligence/pypop/commit/108bba9b103a2da1e98961467037180717456070

Version: 0.0.76

• Add early stopping according to suggestion of FiksII:

  • https://github.com/Evolutionary-Intelligence/pypop/issues/175