A mutation strength has been defined to set the effective maximum change parameter during the optimum process. The mutation strength defines the percentage of the maximum change parameter used in each generation. If the mutation strength is the interval for picking the random value to change the chromosome value is
To automate the adaptation of the mutation strength Rechenberg's -Rule-of-Success as stated in [7] has been applied. -Rule-of-Success is defined as: