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Combining multi-objective genetic algorithm and neural network dynamically for the complex optimization problems in physics

Neural network (NN) has been tentatively combined into multi-objective genetic algorithms (MOGAs) to solve the optimization problems in physics. However, the computationally complex physical evaluations and limited computing resources always cause the unsatisfied size of training set, which further...

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Detalles Bibliográficos
Autores principales: Wang, Peilin, Ye, Kuangkuang, Hao, Xuerui, Wang, Jike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279691/
https://www.ncbi.nlm.nih.gov/pubmed/36650211
http://dx.doi.org/10.1038/s41598-023-27478-7