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- W2354948118 abstract "In order to avoid the population premature into local minimum,a new averaging method based on a ran- dom initial population was introduced into the genetic algorithm. The initial population is stochastically divided into several sub populations to form niches,with the purpose to maintain the population diversity,make the individuals in a sub population not display prematurity phenomenon,and improve the convergence speed of the algorithm as well. The adaptive technique is employed to control the crossover and mutation probability,therefore the algorithm can find the optimal solution quickly. Simulation results show that,compared with traditional RBF neural network opti- mized by genetic algorithm,the new algorithm is characterized by less iterations,higher precision,and greatly im- proved convergence speed." @default.
- W2354948118 created "2016-06-24" @default.
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- W2354948118 date "2013-01-01" @default.
- W2354948118 modified "2023-09-25" @default.
- W2354948118 title "Niche genetic algorithm research based on average method" @default.
- W2354948118 hasPublicationYear "2013" @default.
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