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Feature Request: Discrete variable specification/optimization #202

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roussel-ryan opened this issue Mar 6, 2024 · 1 comment
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@roussel-ryan
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roussel-ryan commented Mar 6, 2024

There are a number of contexts were discrete variables are required to perform optimization, specifically multi-task optimization at discrete fidelities.

TODO list:

  • implement discrete variable specification in VOCS
  • add validation to generators that support/doesn't support discrete values
  • implement discrete BO algorithms
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Note: this can be partially addressed in BO algorithms by using grid based optimization of the acquisition function

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