moors::algorithms

Struct MultiObjectiveAlgorithm

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pub struct MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where
    S: SamplingOperator,
    Sel: SelectionOperator,
    Sur: SurvivalOperator,
    Cross: CrossoverOperator,
    Mut: MutationOperator,
    F: Fn(&PopulationGenes) -> PopulationFitness,
    G: Fn(&PopulationGenes) -> PopulationConstraints,
    DC: PopulationCleaner,
{
    pub population: Option<Population>,
    pub context: AlgorithmContext,
    /* private fields */
}

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§population: Option<Population>§context: AlgorithmContext

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: SamplingOperator, Sel: SelectionOperator, Sur: SurvivalOperator, Cross: CrossoverOperator, Mut: MutationOperator, F: Fn(&PopulationGenes) -> PopulationFitness, G: Fn(&PopulationGenes) -> PopulationConstraints, DC: PopulationCleaner,

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pub fn new( sampler: S, selector: Sel, survivor: Sur, crossover: Cross, mutation: Mut, duplicates_cleaner: Option<DC>, fitness_fn: F, num_vars: usize, num_objectives: usize, num_constraints: usize, population_size: usize, num_offsprings: usize, num_iterations: usize, mutation_rate: f64, crossover_rate: f64, keep_infeasible: bool, verbose: bool, constraints_fn: Option<G>, lower_bound: Option<f64>, upper_bound: Option<f64>, seed: Option<u64>, ) -> Result<Self, MultiObjectiveAlgorithmError>

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pub fn run(&mut self) -> Result<(), MultiObjectiveAlgorithmError>

Trait Implementations§

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> Debug for MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: SamplingOperator + Debug, Sel: SelectionOperator + Debug, Sur: SurvivalOperator + Debug, Cross: CrossoverOperator + Debug, Mut: MutationOperator + Debug, F: Fn(&PopulationGenes) -> PopulationFitness + Debug, G: Fn(&PopulationGenes) -> PopulationConstraints + Debug, DC: PopulationCleaner + Debug,

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> Freeze for MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: Freeze, Sur: Freeze, Sel: Freeze, Cross: Freeze, Mut: Freeze, F: Freeze, DC: Freeze, G: Freeze,

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> RefUnwindSafe for MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: RefUnwindSafe, Sur: RefUnwindSafe, Sel: RefUnwindSafe, Cross: RefUnwindSafe, Mut: RefUnwindSafe, F: RefUnwindSafe, DC: RefUnwindSafe, G: RefUnwindSafe,

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> Send for MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: Send, Sur: Send, Sel: Send, Cross: Send, Mut: Send, F: Send, DC: Send, G: Send,

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> Sync for MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: Sync, Sur: Sync, Sel: Sync, Cross: Sync, Mut: Sync, F: Sync, DC: Sync, G: Sync,

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> Unpin for MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: Unpin, Sur: Unpin, Sel: Unpin, Cross: Unpin, Mut: Unpin, F: Unpin, DC: Unpin, G: Unpin,

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impl<S, Sel, Sur, Cross, Mut, F, G, DC> UnwindSafe for MultiObjectiveAlgorithm<S, Sel, Sur, Cross, Mut, F, G, DC>
where S: UnwindSafe, Sur: UnwindSafe, Sel: UnwindSafe, Cross: UnwindSafe, Mut: UnwindSafe, F: UnwindSafe, DC: UnwindSafe, G: UnwindSafe,

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