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Framework for applying evolutionary strategies to generic optimization problems.

License: MIT License

Python 98.94% Shell 1.06%
evolutionary-algorithms optimization-problems python

evolutionary_algorithms's Introduction

Hey, Dimitris here ๐Ÿ‘‹

I enjoy experimenting with projects and reading publications regarding the latest breakthroughs in AI.
I like to do research. :)

Tech stack:

Python Pytorch Tensorflow PytorchLightning Numpy OpenCV AstraToolbox PyPI Anaconda Linux Gnu Bash PostgreSQL MySQL C R Matlab Docker LaTeX

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evolutionary_algorithms's Issues

Offspring population not updated

When you run the code with Recombination said as None, i.e. not used, the offspring population is not updated using the newly selected parents population. A possible solution would be to use the selected population for the offsprings, and in the case the ฮป > ฮผ (offspring size bigger than parent size), randomly re-select some of the parents, or create random individuals for the remainder. Refer to the file EA_sequential -> EA.py

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