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Update es.py
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Evolutionary-Intelligence authored Dec 6, 2024
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7 changes: 4 additions & 3 deletions pypop7/optimizers/es/es.py
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Expand Up @@ -10,9 +10,10 @@ class ES(Optimizer):
This is the **abstract** class for all `ES` classes. Please use any of instantiated
subclasses of `ES` to optimize the black-box problem at hand.
.. note:: `ES` are a well-established family of randomized **population-based** search algorithms, proposed by two
German computer scientists Ingo Rechenberg and Hans-Paul Schwefel (two recipients of `IEEE Evolutionary
Computation Pioneer Award 2002 <https://tinyurl.com/456as566>`_). One key property of `ES` is **adaptability of
.. note:: `ES` are a well-established family of randomized **population-based**
search algorithms, proposed by two German students Ingo Rechenberg and
Hans-Paul Schwefel (two recipients of `IEEE Evolutionary Computation Pioneer
Award 2002 <https://tinyurl.com/456as566>`_). One key property of `ES` is **adaptability of
strategy parameters**, which can *significantly* accelerate the (local) convergence rate in many cases. Recently,
the **theoretical foundation** of its most representative (modern) version **CMA-ES** has been in part built on
the `Information-Geometric Optimization (IGO) <https://www.jmlr.org/papers/v18/14-467.html>`_ framework via
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