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Cuckoo search consumes 25% of convergence time for local and 75% of convergence time for global codebook, so it guarantees the global codebook with appropriate mutation probability and this behavior is the major merit of CS.
A mutation probability and a mutation fraction are set by the designer as a design parameter.
The crossover probability, mutation probability and the population size are determined by experience (Zhang et al. 2009).
In this paper, we gradually decreased the amount of crossover probability and increased the amount of mutation probability and rate simultaneously to achieve the Nash equilibrium.
The evidences showed that we had to decrease the amount of crossover probability and increase the amount of mutation probability and rate simultaneously to achieve the Nash equilibrium.
In our algorithm, every selected bit in the chromosome is checked whether it is less or equals to the mutation probability and if it is then the bit is changed otherwise it is kept as it is.
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NAGA solved the problem of fixed crossover and mutation probabilities and adaptively adjusted them to achieve optimal performance.
Crossover and mutation probabilities and mutation rates vary for different problems, and even for different stages of the genetic process in a problem (LIN et al. 2003).
In addition, after not reaching the optimal strategy by performing the algorithm many times with one level of cross over and mutation parameters, we deduced that we should use crossover and mutation probabilities and mutation rate in some levels.
Also, after not reaching the optimal strategy by performing the algorithms many times with one level of parameters, we deduced that we should use crossover and mutation probabilities and mutation rate at some levels.
The GA optimizer computes at each signaling period the estimated channel matrices using a selected parameterization in terms of generation number, population size, crossover, and mutation probabilities and, respectively.
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