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feat: Add real-valued BBOB Benchmark Suite #42

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This pull request:

  • Introduces the evotorch.bbo namespace, as a general namespace for black-box optimization function definition. In the future, we can collect functions and benchmark suites within this namespace to make research easier for EvoTorch users.
  • Adds evotorch.bbo.bbob_problem.py and correspondingly evotorch.bbo.BBOBProblem, which is a general functionality for implementing real-valued BBOB problems such as (but not limited to) those associated with the 2009 BBOB benchmark competition (see: https://hal.inria.fr/inria-00362633/)
  • Adds evotorch.bbo.bbob_noiseless_suite.py which implements the 2009 benchmark functions.
  • Adds evotorch.bbo.bbob_utilities.py which provides various utility functions associated with the 2009 benchmark functions.

@Higgcz Higgcz marked this pull request as draft January 2, 2023 14:49
@Higgcz Higgcz changed the title Draft: Add real-valued BBOB Benchmark Suite Add real-valued BBOB Benchmark Suite Jan 2, 2023
@Higgcz Higgcz changed the title Add real-valued BBOB Benchmark Suite feat: Add real-valued BBOB Benchmark Suite Jan 2, 2023
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