Package com.knezevic.edaf.v3.models.continuous

package com.knezevic.edaf.v3.models.continuous

Probabilistic models for continuous search spaces.

Includes Gaussian variants, mixture/KDE/copula estimators and natural-evolution-strategy family models.

Related Packages

Package	Description
com.knezevic.edaf.v3.models.continuous.plugins

Classes

Class	Description
CmaEsStrategyModel	CMA-ES strategy model with evolution paths, rank-1/rank-mu covariance updates, cumulative step-size adaptation, and IPOP-like internal restarts.
CopulaBaselineModel	Gaussian copula baseline with empirical marginals.
DiagonalGaussianModel	Diagonal Gaussian model for continuous EDAs (Σ = diag(σ^2)).
FullGaussianModel	Full-covariance Gaussian model (N(μ, Σ)) with Cholesky sampling.
GmmModel	Diagonal-covariance Gaussian Mixture Model (GMM) with EM fitting.
KdeModel	Kernel Density Estimation (KDE) model with Gaussian kernels.
NormalizingFlowModel	Lightweight flow-based density model for continuous EDAs.
SNesModel	Separable Natural Evolution Strategies (sNES) model.
XNesModel	Exponential NES (xNES) full-covariance model.