Selection C2.8 A comparison of selection mechanisms

Selection methods differ in the way they distribute reproductive opportunities and the consistency with which they do so, and in various other ways, including their sensitivity to evaluation noise. These differences are demonstrated by reference to analytical and simulation studies of simplified systems, often including only selection, or selection and one genetic operator. A number of equivalences between apparently different algorithms are identified. The sensitivity of a number of common selection methods to their parameters is illustrated.