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@@ -41,14 +41,18 @@ pymoo: Multi-objective Optimization in Python
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.. admonition:: Overview
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:class: myOwnStyle
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There are some breaking changes in **pymoo 0.5.0**.
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The things to check out in **pymoo 0.6.0**.
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- The module *pymoo.models* has been renamed to *pymoo.core*
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- The package structure has been modified to distinguish between single- and multi-objective optimization more clearly. For instance, the implementation of PSO has been moved from *pymoo.algorithms.so_pso* to *pymoo.algorithms.soo.nonconvex.pso*.
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- Furthermore, the **elementwise_evaluation** flag has been replaced by the *ElementwiseProblem* class to inherit from.
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- The new version is available pre-compiled for Python 3.7-3.10 for Linux, Mac, and Windows.
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- The module *pymoo.factory* has been deprecated. Please instantiate the objects directly.
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- The number of constraints is now defined by n_ieq_constr and n_eq_constr to distinguish between equality and inequality constraints (also the correct amount of objectives and constraints is checked now)
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- Do not forget to look at the features flagged with *new* for further changes: Mixed Variable Optimization, Hyperparameter Optimization, Updated Constrained Handling Methods, and more.
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Enjoy our new release!
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**PS: We are trying to build a team around pymoo to keep the project growing! We are planning to have a monthly meeting and build a stronger community around the framework. If you are interested in joining, please contact [email protected].**
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Our framework offers state of the art single- and multi-objective optimization algorithms and many

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