genprog: Genetic programming library

[ ai, algorithms, bsd3, library, optimisation ] [ Propose Tags ]

This package provides a genetic programming framework. Genetic programming is an evolutionary technique, inspired by biological evolution, to evolve programs for solving specific problems. A genetic program is represented by a value of an algebraic datatype and associated with a custom-defined fitness value indicating the quality of the solution. Starting from a randomly generated initial population of genetic programs, the genetic operators of selection, crossover, and mutation are used to evolve programs of increasingly better quality.

Modules

[Last Documentation]

  • GenProg
    • GenProg.GenExpr
      • GenProg.GenExpr.Data

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Versions [RSS] 0.1, 0.1.0.1, 0.1.0.2
Dependencies base (>=4.5 && <4.6), MonadRandom (>=0.1 && <0.2), syb (>=0.4 && <0.5), syz (>=0.2 && <0.3) [details]
License BSD-3-Clause
Copyright (c) 2010 Jan Snajder
Author Jan Snajder
Maintainer jan.snajder@fer.hr
Category AI, Algorithms, Optimisation
Home page http://github.com/jsnajder/genprog
Source repo head: git clone https://github.com/jsnajder/genprog
Uploaded by JanSnajder at 2013-08-25T11:54:30Z
Distributions NixOS:0.1.0.2
Reverse Dependencies 1 direct, 0 indirect [details]
Downloads 2950 total (9 in the last 30 days)
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Status Docs not available [build log]
All reported builds failed as of 2016-12-20 [all 6 reports]