Statistical Exploratory Analysis of Genetic Algorithms : The Detrimentality of Crossover

The traditional concept of a genetic algorithm (GA) is that of selection, crossover and mutation. However, a limited amount of data from the literature has suggested that the niche for the beneficial effect of crossover upon GA performance may be smaller than has traditionally been held. Based upon previous results on not-linear-separable problems we… CONTINUE READING