A Genetic Algorithm Framework in Python
Project description
A Genetic Algorithm Framework in pyThon
Introduction
GAFT is a general Python Framework for genetic algorithm computation. It provides built-in genetic operators for target optimization and plugin interfaces for users to define your own genetic operators and on-the-fly analysis for algorithm testing.
GAFT is now accelerated using MPI parallelization interfaces. You can run it on your cluster in parallel with MPI environment.
Python Support
GAFT requires Python version 3.x (Python 2.x is not supported).
Installation
Via pip:
pip install gaft
From source:
python setup.py install
If you want GAFT to run in MPI env, please install mpi4py explicitly:
pip install mpi4py
See INSTALL.md for more installation details.
Test
Run unit test:
python setup.py test
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