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After that, each position of the policies mutates with mutation rate pm = 0.01.
Additionally, the mutation rate (Pm) was set with 0.2, and (Px was set with 0.1.
In the mutation phase, on the basis of mutation rate pm, |O| ⋅ pm genes of the individuals will be randomly modified to generate new genes.
Table 5 The parameters of genetic algorithm Population size (psize) Population number (pnum) Mutation rate (pm) Crossover rate (pc) Maximum iterations (nmax) 100 15 0.1 0.8 200 Fig. 8 The overall error variation of the GA-AdaboostLSVM classifier at different training error thresholds Fig. 9 The overall error variation of the GA-AdaboostRBFSVM classifier at different training error thresholds.
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The mutation operator is then applied to the new LSC, with a probability (Pm) (mutation rate).
As Figure 5 shows, for a given mutation rate μ, the ratio PM L / PWF L increases rapidly with the number L of loci.
We further set pm = 10−7, according to the estimated somatic mutation rate.
If the deleterious mutation rate is too high, asexuals will quickly go extinct.
The argument is that organisms with a deleterious mutation rate above a certain threshold must reproduce sexually.
It is conceivable, therefore, that when a population faces environmental challenges, it would be advantageous to accelerate the mutation rate.
This constant rate is the mutation rate for neutral alleles.
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