 Some Natural Evolution Strategies are close variants of the CMA-ES with specific parameter settings.Natural Evolution Strategies do not utilize evolution paths (that means in CMA-ES setting formula_236) and they formalize the update of variances and covariances on a Cholesky factor instead of a covariance matrix.The CMA-ES has also been extended to multiobjective optimization as MO-CMA-ES.