Abstract
Neutral networks, which are landscapes containing neighboring points of equal fitness, have attracted much research interest in recent years. In this paper, we applied the steady state GAs with different deletion methods to a simple model of neutral networks in order to investigate the effects of mutation rate on the speed of population movement. The result demonstrates that the speed of population movement has an optimal mutation rate and an error threshold since plotting speed against mutation rate results in a concave curve.
