Firefly Algorithm --- Implementation of Firefly algorithm in Python

Installation:

pip install fireflyalgorithm

To install FireflyAlgorithm on Fedora, use:

dnf install python-fireflyalgorithm

Usage:

import numpy as np
from fireflyalgorithm import FireflyAlgorithm

def sphere(x):
    return np.sum(x ** 2)

FA = FireflyAlgorithm()
best = FA.run(function=sphere, dim=10, lb=-5, ub=5, max_evals=10000)

print(best)

Reference Papers:

I. Fister Jr., X.-S. Yang, I. Fister, J. Brest. Memetic firefly algorithm for combinatorial optimization in Bioinspired Optimization Methods and their Applications (BIOMA 2012), B. Filipic and J.Silc, Eds. Jozef Stefan Institute, Ljubljana, Slovenia, 2012

I. Fister, I. Fister Jr., X.-S. Yang, J. Brest. A comprehensive review of firefly algorithms. Swarm and Evolutionary Computation 13 (2013): 34-46.

Disclaimer

This framework is provided as-is, and there are no guarantees that it fits your purposes or that it is bug-free. Use it at your own risk!