radiate-core 1.2.22

Core traits and interfaces for the Radiate genetic algorithm library.
Documentation 
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
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99

use crate::{
    Chromosome, Codec, Gene, Genotype, PermutationChromosome, PermutationGene, random_provider,
};
use std::sync::Arc;

#[derive(Clone)]
pub struct PermutationCodec<A: PartialEq + Clone> {
    alleles: Arc<[A]>,
}

impl<A: PartialEq + Clone> PermutationCodec<A> {
    pub fn new(alleles: Vec<A>) -> Self {
        PermutationCodec {
            alleles: alleles.into_boxed_slice().into(),
        }
    }
}

impl<A: PartialEq + Clone> Codec<PermutationChromosome<A>, Vec<A>> for PermutationCodec<A> {
    fn encode(&self) -> Genotype<PermutationChromosome<A>> {
        Genotype::from(PermutationChromosome::new(
            random_provider::shuffled_indices(0..self.alleles.len())
                .iter()
                .map(|i| PermutationGene::new(*i, Arc::clone(&self.alleles)))
                .collect(),
            Arc::clone(&self.alleles),
        ))
    }

    fn decode(&self, genotype: &Genotype<PermutationChromosome<A>>) -> Vec<A> {
        genotype
            .iter()
            .flat_map(|chromosome| {
                chromosome
                    .as_slice()
                    .iter()
                    .map(|gene| gene.allele().clone())
            })
            .collect()
    }
}

impl<A: PartialEq + Clone> Codec<PermutationChromosome<A>, Vec<Vec<A>>>
    for Vec<PermutationChromosome<A>>
{
    fn encode(&self) -> Genotype<PermutationChromosome<A>> {
        Genotype::from(
            self.iter()
                .map(|chromosome| {
                    PermutationChromosome::new(
                        chromosome
                            .as_slice()
                            .iter()
                            .map(|gene| gene.new_instance())
                            .collect(),
                        Arc::clone(chromosome.alleles()),
                    )
                })
                .collect::<Vec<PermutationChromosome<A>>>(),
        )
    }

    fn decode(&self, genotype: &Genotype<PermutationChromosome<A>>) -> Vec<Vec<A>> {
        genotype
            .iter()
            .map(|chromosome| {
                chromosome
                    .as_slice()
                    .iter()
                    .map(|gene| gene.allele().clone())
                    .collect::<Vec<A>>()
            })
            .collect::<Vec<Vec<A>>>()
    }
}

impl<A: PartialEq + Clone> Codec<PermutationChromosome<A>, Vec<A>> for PermutationChromosome<A> {
    fn encode(&self) -> Genotype<PermutationChromosome<A>> {
        Genotype::from(PermutationChromosome::new(
            self.as_slice()
                .iter()
                .map(|gene| gene.new_instance())
                .collect(),
            Arc::clone(self.alleles()),
        ))
    }

    fn decode(&self, genotype: &Genotype<PermutationChromosome<A>>) -> Vec<A> {
        genotype
            .iter()
            .flat_map(|chromosome| {
                chromosome
                    .as_slice()
                    .iter()
                    .map(|gene| gene.allele().clone())
            })
            .collect()
    }
}