 where

The step-size formula_65 is increased if and only if formula_84 is larger than the expected value

and decreased if it is smaller.For this reason, the step-size update tends to make consecutive steps formula_86-conjugate, in that after the adaptation has been successful formula_87.Finally, the covariance matrix is updated, where again the respective evolution path is updated first.