moonlander_gp/
lib.rs

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
//! Generic Genetic Programming framework routines
//!
//! This crate supplies a generic framework for solving GP programs.
//! As a consumer, you'll need to supply the following:
//!
//! - Enums to encode the various AST node types.
//! - Implementations of `AstNode`, `Mutatable` and `RandNode` traits
//!   (which can usually be autogenerated using `impl_astnode!()`).
//! - A fitness function evaluating the success of a given program.
//!
//! Create `random_population` from your types, then call `evolve` repeatedly to
//! improve the fitness of the population.
//!
//! For a working example, see the `santa_fe_ant` in the `examples/` directory.

extern crate rand;
extern crate rustc_serialize;
extern crate rayon;
#[macro_use] extern crate downcast;

#[macro_use] mod pick;
#[macro_use] pub mod impl_astnode;

mod ast;
pub use ast::{AstNode, Mutatable, clone_or_replace, depth};

mod population;
pub use self::population::Population;

mod random_pop;
pub use self::random_pop::{random_population, RandNode, NodeWeights, retain_best};

pub mod num;

pub mod genetic;
pub use genetic::{ScoreCard, Fitness};

pub use num::Number;