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genetic-scalatrees

  • Francisco Canas

What be this?

Classes that generate random source code trees in scala for fun genetic-programming mishaps. It's my work-in-progress project to learn about the powerful complexities of the Scala programming language.

What does this need?

The Scala 2 language and a JVM capable of running it.

What's included?

Everything is a WIP and liable to be massively refactored, but so far:

  • Tfunc: A wrapper class for functions.
  • Stree: The scala source code tree class.
  • Node and its extensions: Classes representing source code trees. The extensions are for function nodes, parameter nodes, and constant nodes.
  • The treetest file: A very short demo that currently generates source code using a small subset of mathematical operations.

What's needed?

A lot more stuff. Like I said, this is a WIP for me to learn Scala and not some end product. So for instance, I still need to implement:

  • Generics and pattern-matching in the Tfunc function wrapper and random tree generation so as to more easily include functions using different return and parameter types.
  • Forests of source code trees, evaluation functions, evolution, etc.

Wha?

See my genetic-pytrees repository for a slightly more fleshed out prototype of this project that I wrote in python.