p5-AI-Genetic - Pure Perl genetic algorithm implementation
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This module implements a Genetic Algorithm (GA) in pure Perl. Other Perl
modules that achieve the same thing (perhaps better, perhaps worse) do
exist. Please check CPAN. I mainly wrote this module to satisfy my own
needs, and to learn something about GAs along the way.
I will not go into the details of GAs here, but here are the bare basics.
Plenty of information can be found on the web.
In a GA, a population of individuals compete for survival. Each individual
is designated by a set of genes that define its behaviour. Individuals
that perform better (as defined by the fitness function) have a higher
chance of mating with other individuals. When two individuals mate, they
swap some of their genes, resulting in an individual that has properties
from both of its "parents". Every now and then, a mutation occurs where
some gene randomly changes value, resulting in a different individual. If
all is well defined, after a few generations, the population should
converge on a "good-enough" solution to the problem being tackled.
Install p5-AI-Genetic txz package:
# pkg install p5-AI-Genetic