Struct RuleSpace 

pub struct RuleSpace {
    pub vars: HashMap<String, Variable>,
    pub agg_memberships: HashMap<String, Vec<Float>>,
    pub rules: Vec<Rule>,
}

Fields

vars: HashMap<String, Variable>

agg_memberships: HashMap<String, Vec<Float>>

rules: Vec<Rule>

Implementations

impl RuleSpace

pub fn new(vars: HashMap<String, Variable>, rules: Vec<Rule>) -> Result<Self>

Create a rule space with the supplied variables and rules.

pub fn add_rules(&mut self, rules: &mut Vec<Rule>)

Append additional rules to the existing rule set.

pub fn aggregate<KI>( &mut self, input: &HashMap<KI, Float>, sampler: &UniformSampler, ) -> Result<()>

where KI: Eq + Hash + Borrow<str>,

Run the aggregation step for all rules with the provided crisp inputs.

pub fn defuzzify<KI>( &mut self, input: &HashMap<KI, Float>, sampler: &UniformSampler, ) -> Result<HashMap<String, Float>>

where KI: Eq + Hash + Borrow<str>,

Aggregate and then defuzzify each output variable using the supplied sampler.