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galgopy (Genetic Algorithm) ()

galgopy (Genetic Algorithm)

[software]

A lightweight Python package providing a basic but flexible implementation of the Genetic Algorithm (GA) for optimization tasks. It can be easily integrated into other projects or extended with custom selection, crossover, and mutation strategies.

Booth function1

galgopy-01-animation.gif

\[f(x,y)=(x+2y-7)^2+(2x+y-5)^2\]

Himmelblau function2

galgopy-02-animation.gif

\[f(x, y) = (x^{2} + y - 11)^{2} + (x + y^{2} - 7)^{2}\]

McCormick function3

galgopy-03-animation.gif

\[f(x, y)=sin(x + y) + (x - y) ^2 - 1.5x + 2.5 y + 1\]

  1. https://www.sfu.ca/~ssurjano/booth.html ↩

  2. https://benchmarkfcns.info/doc/himmelblaufcn.html ↩

  3. https://www.sfu.ca/~ssurjano/mccorm.html ↩