genprog: Genetic programming library
|Versions||0.1, 0.1.0.1, 0.1.0.2|
|Dependencies||base (>=4 && <4.6), MonadRandom (>=0.1.5), syb (>=0.1.0.2), syz (>=0.2) [details]|
|Copyright||(c) 2010 Jan Snajder|
|Revised||Revision 1 made by AdamBergmark at Mon May 18 07:08:44 UTC 2015|
|Category||AI, Algorithms, Optimisation|
|Uploaded||by JanSnajder at Sun Nov 28 13:18:43 UTC 2010|
|Downloads||1535 total (12 in the last 30 days)|
|Rating||(no votes yet) [estimated by rule of succession]|
|Status||Docs uploaded by user
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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.
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