Pygene Scientific Libraries App

Pygene

by FreeNet

simple python genetic algorithms/programming library
Helps with: Scientific Libraries
Similar to: Bullet App ALPS project App Newton Dynamics App GNU Scientific Library App More...
Source Type: Open
License Types:
Supported OS:
Languages: Python

What is it all about?

pygene is a simple and easily understandable library for genetic algorithms and genetic programming in python.

Key Features

•Simple, comfortable, pythonic classes •Several simple working examples, including: ◦Quadratic equation solver ◦Two-dimensional convergence ◦String cracker ◦Travelling Salesman Problem •New! - support for genetic programming •The genetic algorithms classes are based on classical Mendelian genetics •Fully customisable recombination, mutation, inheritance, natural selection •A rich set of primitive Gene classes to use as-is, or subclass •Hermaphroditic sexual reproduction •Configurable 'incest' option (high-fitness parents stay in the population and mate with children) •Configurable spontaneous appearance of random new organisms •Ability to dump Populations, Organisms and/or Genes out to an XML file or string


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