NeuroEvolutionConfig

oxirs_embed::neuro_evolution

Struct NeuroEvolutionConfig 

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pub struct NeuroEvolutionConfig {
Show 13 fields
    pub population_size: usize,
    pub num_generations: usize,
    pub mutation_rate: f64,
    pub crossover_rate: f64,
    pub selection_pressure: f64,
    pub elite_ratio: f64,
    pub tournament_size: usize,
    pub max_depth: usize,
    pub max_width: usize,
    pub diversity_threshold: f64,
    pub hardware_constraints: HardwareConstraints,
    pub objective_weights: ObjectiveWeights,
    pub complexity_penalty: f64,

}
Expand description

Configuration for neuro-evolution

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§population_size: usize

Population size

§num_generations: usize

Number of generations

§mutation_rate: f64

Mutation rate

§crossover_rate: f64

Crossover rate

§selection_pressure: f64

Selection pressure

§elite_ratio: f64

Elite ratio (percentage of best individuals to preserve)

§tournament_size: usize

Tournament size for selection

§max_depth: usize

Maximum architecture depth

§max_width: usize

Maximum architecture width

§diversity_threshold: f64

Diversity threshold

§hardware_constraints: HardwareConstraints

Hardware constraints

§objective_weights: ObjectiveWeights

Multi-objective weights

§complexity_penalty: f64

Complexity penalty

Trait Implementations§

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impl Clone for NeuroEvolutionConfig

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fn clone(&self) -> NeuroEvolutionConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for NeuroEvolutionConfig

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

Formats the value using the given formatter. Read more
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impl Default for NeuroEvolutionConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for NeuroEvolutionConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for NeuroEvolutionConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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