Several recent studies have examined the effects of replacing the pair-wise recombination operators often used by genetic algorithms with pool-wise recombination operators. In their simplest form, poolwise operators create probabilistic models that represent each parameter independently. Instead of using traditional crossover operators, these models are sampled to generate a new population. Alt...
