In a roulette wheel selection, the circular wheel is divided as described before. It is to be noted that fitness proportionate selection methods don't work for. The normal method used is the roulette wheel (as shown in Figure 2 above). The following table lists a sample population of 5 individuals (a typical population of. The simplest selection scheme is roulette - wheel selection, also called stochastic sampling with replacement [Bak87].