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An improved genetic algorithm and its application in neural network adversarial attack

The choice of crossover and mutation strategies plays a crucial role in the searchability, convergence efficiency and precision of genetic algorithms. In this paper, a novel improved genetic algorithm is proposed by improving the crossover and mutation operation of the simple genetic algorithm, and...

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Detalles Bibliográficos
Autores principales: Yang, Dingming, Yu, Zeyu, Yuan, Hongqiang, Cui, Yanrong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9070932/
https://www.ncbi.nlm.nih.gov/pubmed/35511778
http://dx.doi.org/10.1371/journal.pone.0267970