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13 genetic algorithms_9

In our example let us use for coding six bit binary

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Unformatted text preview: value of 40x. Process starts with a random generation of the initial population given in Table Total 4 101101 -> 45 110001 -> 49 100101 -> 37 110001 -> 49 100111 -> 39 101101 -> 45 110001 -> 49 101000 -> 40 5 Genetic Algorithms 5 Genetic Algorithms 6 Reproduction 101101 -> 45 110001 -> 49 100101 -> 37 110001 -> 49 100111 -> 39 101101 -> 45 110001 -> 49 101000 -> 40 Mutation On the top of properties inherited from parents they are acquiring some new random properties. This process is known as mutation. In most cases mutation generates low ranked children, which are eliminated in reproduction process. Sometimes however, the mutation may...
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