he genetic algorithm is of the order N 3 . Despite empirical evidence to the contrary, this has been used to justify excessive population sizes, as pointed out by Goldberg in [65] and Nakano et al in =-=[120]-=-. Goldberg provides population-sizing estimates for both serial and parallel algorithms, based on the number of schemata contained in the population and the rate of processing. Goldberg’s results prim