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They employed a modified DE with a more exploitative mutation strategy and a random mutant factor.
This result presents the emergence of new enzyme function by a simple mutation strategy and confirms the high possibility that OPH was evolved from its lactonase ancestor.
The effectiveness and benefits of the new directed mutation strategy and modified basic strategy used in COMDE has been experimentally investigated.
This paper presents a novel differential evolution algorithm by designing a stochastic mixed mutation strategy and an information intercrossing and sharing mechanism.
Then, the mutation strategy and a special mutation-escape operator are adopted in the improved PSO model to make particles explore the search space more efficiently.
From the obtained results, it is observed that SaDE algorithm is able to self-adapt the mutation strategy and the crossover rate and hence performs better than the other variants of DE and the constrained PSO algorithm.
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In the SaDE algorithm, four mutation strategies and the control parameter CR are self-adapted.
Therein, IDE employs several mutation strategies and the binomial crossover of differential evolution (DE) to generate the offspring population.
However, the success of DEA in solving a specific problem crucially depends on appropriately choosing trial vector generation strategies (mutation strategies) and their associated control parameter values.
Also, the performance of DCSaDE-LS is compared with the recent adaptive DE algorithms namely Ensemble of mutation strategies and control parameters in Differential Evolution (EPSDE), Composite Differential Evolution (CoDE) and SaDE.
These suggested that stem-loop structures might play an important role in mutation strategies and gene evolution.
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