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
mod dynamic_selective;
pub use self::dynamic_selective::*;
mod static_selective;
pub use self::static_selective::*;
use crate::models::Problem;
use crate::solver::population::Individual;
use crate::solver::{RefinementContext, RefinementSpeed};
use crate::utils::{Environment, Random};
use hashbrown::HashMap;
use std::ops::Deref;
use std::sync::Arc;
pub trait HyperHeuristic {
    
    fn search(&mut self, refinement_ctx: &RefinementContext, individuals: Vec<&Individual>) -> Vec<Individual>;
}
pub struct MultiSelective {
    inner: Box<dyn HyperHeuristic + Send + Sync>,
    is_slow_search: bool,
}
impl HyperHeuristic for MultiSelective {
    fn search(&mut self, refinement_ctx: &RefinementContext, individuals: Vec<&Individual>) -> Vec<Individual> {
        self.is_slow_search = match (self.is_slow_search, &refinement_ctx.statistics.speed) {
            (false, RefinementSpeed::Slow(ratio)) => {
                refinement_ctx.environment.logger.deref()(&format!(
                    "slow refinement speed ({}), switch to static selective hyper-heuristic",
                    *ratio
                ));
                self.inner = Box::new(StaticSelective::new_with_defaults(
                    refinement_ctx.problem.clone(),
                    refinement_ctx.environment.clone(),
                ));
                true
            }
            (true, RefinementSpeed::Slow(_)) => true,
            _ => false,
        };
        self.inner.search(refinement_ctx, individuals)
    }
}
impl MultiSelective {
    
    pub fn new_with_defaults(problem: Arc<Problem>, environment: Arc<Environment>) -> Self {
        MultiSelective {
            inner: Box::new(DynamicSelective::new_with_defaults(problem, environment)),
            is_slow_search: false,
        }
    }
}