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Empirical Observations on the Roles of Crossover and Mutation

There is a great deal of information to be gained from studying the details within a GA run. This paper investigates the roles of crossover and mutation by observing the actions and eeects of individual occurrences of each genetic operation. The observations are compared with some of the common expectations of these operators.