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A variety of test function is introduced and simulated to illustrate the characteristics and performance by mutation, crossover, variation of step size, variation of chemotactic step, and variation of lifetime of bacteria in the proposed hybrid system GA BF.
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The optimization process in DE is carried out with three basic operations: mutation, crossover and selection.
In the following text, the specific operations including initialization, mutation, crossover and selection are introduced.
A fixed probability p m (p c ) is applied to the mutation (crossover) operator (Talbi [2009]).
The operators of crossover and mutation are based on probabilities, so not all individuals will make crossover and/or mutation.
Several values of crossover and mutation rates were investigated, and the optimum setting found was 50 and 95% for crossover frequency and mutation frequency, respectively.
Self-adaptive crossover and mutation.
3) Self-adaptive crossover and mutation .
These solutions are submitted to crossover and mutation operators.
Basic operations of GA are selection, crossover and mutation.
Then perform the selection, crossover and mutation operation for individuals.
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