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Author:
Maciej Smołka
License:
MIT
Summary:
The HMS (Hierarchic Memetic Strategy) is a composite global optimization strategy consisting of a multi-population evolutionary strategy and some auxiliary methods. The HMS makes use of a tree with a fixed maximal height and variable internal node degree. Each component population is governed by a particular evolutionary engine. This package provides a simple python implementation with examples of using different population engines.
Latest version:
1.0.0
Required dependencies:
cma
|
dill
|
graphviz
|
kaleido
|
matplotlib
|
numpy
|
pandas
|
plotly
|
pykrige
|
scikit-learn
|
scipy
|
setuptools
|
structlog
|
treelib
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