Expand description
The ProbabilityModel trait shared by estimation-of-distribution
algorithms (EDAs).
An EDA replaces an explicit recombination operator with an explicit
probabilistic model of the promising region of search space. Each
generation fits a model to the selected individuals and then samples a
fresh population from it. This module defines the seam between the
generic crate::algorithms::eda::EdaStrategy driver and the concrete
model implementations (univariate Gaussian, Bernoulli, compact-GA, and a
dependency-chain MIMIC model).
Traits§
- Probability
Model - A probabilistic model of a promising region of search space.