 On some functions, convergence occurs independently of the initial conditions with probability one.On some functions the probability is smaller than one and typically depends on the initial formula_209 and formula_210.Empirically, the fastest possible convergence rate in formula_43 for rank-based direct search methods can often be observed (depending on the context denoted as "linear" or "log-linear" or "exponential" convergence).