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Evolutionary-Intelligence authored Dec 31, 2024
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Expand Up @@ -81,6 +81,10 @@ Some of common problem characteristics of BBO are presented below:

* `[Li et al., 2023, NeurIPS] <https://openreview.net/forum?id=VhbV56AJNt>`_.

* needle-in-a-haystack

* `[De Jong, 2006] <https://mitpress.mit.edu/9780262529600/evolutionary-computation/>`_

In a nutshell, for **black-box** problems the only information accessible to the algorithm is via *sampling
evaluation*, which can be freely selected by the algorithm, leading to Black-Box Optimization (BBO) or
Zeroth-Order Optimization (ZOO) or Derivative-Free Optimization (DFO) or Gradient-Free Optimization (GFO)
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