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Informations about the package genetic-algorithm

Genetic Algorithm

Latest Version on Packagist Quality Score Code Grade License

This package allows you to use Genetic Algorithms in your projects. It will help high-quality solutions to optimization and search problems by relying on biologically inspired operators such as mutation, crossover and selection.

The simplest algorithm represents each chromosome as a bit string. Though it is possible to use any php data types Float, String, Booleans, Array, Object.


Installation

You can install the package via composer:


Usage

Settings

Algorithm needs settings to work, so lets starts with the default:

Individual Generation

An individual is characterized by a set of parameters (variables) known as Genes. Lets say that we encode the genes in a chromosome.

Fitness Function

The fitness function determines how fit an individual is (the ability of an individual to compete with other individuals). It gives a fitness score to each individual. The probability that an individual will be selected for reproduction is based on its fitness score.

Events

You can setup Events to listen and control Algorithm.

Algorithm Start
New Solution

Contributing

Please see CONTRIBUTING for further details.

Security

If you discover any security related issues, please email [email protected] instead of using the issue tracker.

License

The MIT License (MIT). Please see License File for more information.


All versions of genetic-algorithm with dependencies

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