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Evolutionary-Intelligence authored Dec 6, 2024
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Expand Up @@ -116,10 +116,11 @@ its specific structure.](https://www.jmlr.org/papers/volume18/14-467/14-467.pdf)
version mainly for *theoretical* and/or *educational* interest, owing to its algorithmic
simplicity (relative ease for mathematical analysis).

Note that this above classification based on only the dimension of objective function is *just a
very rough* estimation for **algorithm selection**. In practice, perhaps the **simplest** way to
algorithm selection is **trial-and-error**. Otherwise, you can try more advanced [Automated
Algorithm Selection](https://doi.org/10.1162/evco_a_00242) techniques.
Note that this simple classification based on only the dimensionality of objective function
is *just a very rough* estimation for **algorithm selection**. In practice, perhaps the
**simplest** way to algorithm selection is **trial-and-error**. Otherwise, you can try
more advanced [Automated Algorithm Selection](https://doi.org/10.1162/evco_a_00242)
techniques.
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Clearly, this is an **algorithm-centric** rather than benchmarking-centric Python library only
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