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PyGAD 3.3.1
Release Date 17 February 2024 1. After the last generation and before the `run()` method completes, update the 2 instance attributes: 1) `last_generation_parents` 2) `last_generation_parents_indices`. This is to keep the list of parents up-to-date with the latest population fitness `last_generation_fitness`. ahmedfgad#275
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‎docs/source/conf.py

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author = 'Ahmed Fawzy Gad'
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# The full version, including alpha/beta/rc tags
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release = '3.3.0'
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release = '3.3.1'
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master_doc = 'index'
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‎docs/source/pygad.rst

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Summary <https://pygad.readthedocs.io/en/latest/pygad_more.html#print-lifecycle-summary>`__
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section for more details and examples.
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- 4 methods with names starting with ``run_``. Their purpose is to keep
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the main loop inside the ``run()`` method clean. The details inside
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the loop are moved to 4 individual methods. Generally, any method
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with a name starting with ``run_`` is meant to be called by PyGAD
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from inside the ``run()`` method. Supported in `PyGAD
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3.3.1 <https://pygad.readthedocs.io/en/latest/releases.html#pygad-3-3-1>`__.
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1. ``run_select_parents()``: Select the parents and call the callable
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``on_parents()`` if defined.
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2. ``run_crossover()``: Apply crossover and call the callable
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``on_crossover()`` if defined.
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3. ``run_mutation()``: Apply mutation and call the callable
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``on_mutation()`` if defined.
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4. ``run_update_population()``: Update the ``population`` attribute
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after completing the processes of crossover and mutation.
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The next sections discuss the methods available in the ``pygad.GA``
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class.
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‎pygad/__init__.py

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from .pygad import * # Relative import.
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__version__ = "3.3.0"
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__version__ = "3.3.1"

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