Fix an issue with passing user-defined function/method for parent selection. https://github.com/...

Create a metadata TOML pyproject.toml file for the project.

Update setup.py

Add the sales man example.

Add travelling salesman .ipynb example

The repository only had the pygad.py script and some few other scripts. Other scripts in the lib...

PyGAD 3.0.0 Release Notes
1. The structure of the library is changed and some methods defined in ...

Changed deprecated numpy.float to float

https://donate.stripe.com/eVa5kO866elKgM0144

Update README.md

removed the additional bracket

PyGAD 2.19.2 Release Notes
1. Fix an issue when paralell processing was used where the elitism so...

PyGAD 2.19.1 Release Notes
1. Add the [cloudpickle](https://github.com/cloudpipe/cloudpickle) lib...

PyGAD 2.19.0 Release Notes
1. A new `summary()` method is supported to return a Keras-like summar...

Add parameter count adjustment for functions that are class methods

Thanks for this issue: https://github.com/ahmedfgad/GeneticAlgorithmPython/issues/147

Small typo, should be w6 not 6w

Fix Documentation User-Defined Mutation Operator Example: the number …

Release Date: 14 February 2023

1. Remove `numpy.int` and `numpy.float` from the list of suppo...

Update index.rst/Typo

Remove numpy.int and numpy.float

These aliases are deprecated in numpy, can be ignored, since it's the
same as regular int or float

Small typo, should be w6 not 6w

Update README_pygad_torchga_ReadTheDocs.rst

A big fix when `keep_elitism` is used. https://github.com/ahmedfgad/GeneticAlgorithmPython/issue...

1. Raise an exception if the sum of fitness values is zero while either roulette wheel or stocha...

1. Raise an exception if the sum of fitness values is zero while either roulette wheel or stocha...

fixed grammar

This sentence is edited by Prof. Fernando Jiménez Barrionuevo (http://webs.um.es/fernan). Thank ...

PyGAD 2.17.0
Release Date: 8 July 2022

1. An issue is solved when the `gene_space` parameter...

## PyGAD 2.17.0

Release Date: 8 July 2022

1. An issue is solved when the `gene_space` para...

Minor typo

Thanks for https://github.com/Diamondtroller for opening the issue #118: https://github.com/ahme...

Fixed an error in documentation

Initail -> Initial

BSD-3-Clause License

Fix a single word from `resutled` to `resulted` in the warning message returned when `self.mutat...

tion probability with None value.

Fixes this issue: https://github.com/ahmedfgad/GeneticAlgorithmPython/issues/89
In the tourname...

PyGAD 2.16.2
1. A new instance attribute called `previous_generation_fitness` added in the `pyg...

1. Reuse the fitness of previously explored solutions rather than recalculating them. This featu...

The fitness values of the parents in one generation i is used rather than recalculated in the ne...

A user-defined function can be passed to the mutation_type, crossover_type, and parent_selection...

A user-defined function can be passed to the mutation_type, crossover_type, and parent_selection...

Fix a bug when keep_parents is set to a positive integer. https://github.com/ahmedfgad/GeneticAl...

Fix a bug when keep_parents is set to a positive integer. https://github.com/ahmedfgad/GeneticAl...

Bibtex formatted citation
@misc{gad2021pygad,
title={PyGAD: An Intuitive Genetic Algorit...

Bibtex formatted citation
@misc{gad2021pygad,
title={PyGAD: An Intuitive Genetic Algorit...

Changes in PyGAD 2.15.0
1. Control the precision of all genes/individual genes. Thanks to Raine...

1. Control the precision of all genes/individual genes. Thanks to Rainer for asking about this f...