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Genetic operator generating procedures

Define the genetic operators. They generate a new set of search variables from a given set. The two most frequently used operators are mutation and recombination. The mutation operator flips a variable Si to its inverse value if it is binary (or adds a random number to it drawn from a fixed distribution, if Si is real valued). This is most easily done with a fixed probability pm for each variable. The recombination operator swaps variables between two members of a population, the simplest procedure being uniform crossover where each variable 5 is swapped with a fixed probability Pc-... [Pg.64]


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