SCO Optimizer

A genetic algorithm for multivariate optimization written in Python.

Usage

Put SplittingForContinuousOptimization.py in your working directory import it as follows:

from SplittingForContinuousOptimization import SCO

Example

from SplittingForContinuousOptimization import SCO, peaks
import numpy as np

SCO(S=peaks, N=200, ς=0.8, w=0.5, B=[-3*np.ones(2), 3*np.ones(2)])

References

1. Kroese, D. P., Botev, Z., Taimre, T., & Vaisman, R. (2019). Data Science and Machine Learning : Mathematical and Statistical Methods.