pub fn evolve_population(
initial_population: Routes,
n_generations: usize,
size_generation: usize,
distance_matrix: &DistanceMat,
n_jobs: usize,
) -> Routes
Expand description
Given an initial population evolve it for n_generations
while keeping size_generation
individuals. The final population will be returned.
§Arguments
initial_population
- Your initial population that should be evolved.n_generations
- How many times should your population be evolved?size_generation
- How many individuals should be kept after evolving it.distance_matrix
- The distance matrix on which the fitness will be computed on.
§Examples
use genetic_algorithm_tsp::routes::{Routes, evolve_population};
use genetic_algorithm_tsp::route::Route;
use genetic_algorithm_tsp::distance_mat::DistanceMat;
let evolved_population = evolve_population(
Routes::from(vec![Route::new(vec![0,1,2]), Route::new(vec![1,0,2])]),
10,
10,
&DistanceMat::new(vec![vec![0.0,1.0,2.0], vec![1.0,0.0,3.0], vec![2.0,3.0,0.0]]),
0
);