LGP: A robust Linear Genetic Programming implementation on the JVM using Kotlin.
Jed Simson · The Journal of Open Source Software · 2019
The desire for a system which can automatically craft computer programs has been known in the machine learning community for some time.Friedberg (1958) experimented with a system that solved problems by randomly changing instructions in a program and favouring those changes which most frequently achieved a positive result.Linear Genetic Programming (LGP) (Brameier & Banzhaf, 2007) is a paradigm of genetic programming that employs a representation of linearly sequenced instructions in automatically generated programs.